11 research outputs found
Modelo prolab: Muyuriq, una mochila elaborada con PET reciclado, propuesta financiera y socialmente sostenible
- Author
- Publication venue
- 'Baishideng Publishing Group Inc.'
- Publication date
- 12/09/2023
- Field of study
La presente tesis desarrolla una propuesta de solución para un problema de preocupación
mundial, la contaminación. La contaminación es un problema real, por lo tanto, es muy
importante aportar soluciones para menguar las consecuencias de los daños que el ser humano ha
generado y así evitar que el medio ambiente se siga deteriorando, pues esto afecta de forma
global a todos los habitantes del planeta. Esta situación evidenció la necesidad de impulsar el uso
de productos elaborados con material reciclado.
En dicho contexto, los autores del presente proyecto desarrollaron una solución llamada
Muyuriq, palabra quechua que hace referencia al principal objetivo del presente proyecto, el
medio ambiente. Muyuriq es una tienda principalmente virtual que vende mochilas hechas con
tela de plástico reciclado. En esa línea, para llevar a cabo el citado modelo de negocio, se inició
el análisis mediante la realización de estudios de mercado, los cuales arrojaron como resultado la
existencia de un genuino interés por parte de clientes potenciales en adquirir los productos.
La factibilidad de Muyuriq fue confirmada mediante el análisis del plan de marketing, el
cual fue evaluado utilizando simulaciones de Montecarlo para corroborar la hipótesis de
rendimiento y eficiencia. Se logró alcanzar una tasa de eficiencia del 100% como consecuencia
de los esfuerzos realizados. Además, se evaluó cuidadosamente la factibilidad financiera,
considerando una inversión inicial de S/406,763. El Valor Actual Neto (VAN) promedio para los
primeros cinco años fue de S/4,149,684, y se alcanzó una Tasa Interna de Retorno (TIR) del
120.46%.
Para finalizar, respecto a la sostenibilidad social y medio ambiental, se evaluó el impacto
positivo respecto a la reducción de la huella de carbono, es decir, si se genera reducción en el
tiempo necesario para la movilización que tiene el consumidor final y el valor generado al
promover una mayor conciencia y educación en relación al cuidado del medio ambiente. Como
resultado, se obtuvo un Valor Actual Neto Social (VANS) de S/. 3,126,679.01. Siendo ello así, Muyuriq resulta ser una propuesta sostenible, que se encuentra alienada a la ODS 8 y 12,
generando un real impacto en el cuidado y mantenimiento del medio ambiente y la sociedad.This thesis focuses on addressing one of the most pressing global issues, which is
pollution. Given the significant impact of pollution on our planet and all living organisms, it is
crucial to develop effective solutions that mitigate its consequences and protect the environment
from further deterioration. By acknowledging the reality and severity of pollution as a genuine
problem, this research aims to contribute to the collective effort of finding ways to alleviate the
damage caused by human activities and safeguard the well-being of all inhabitants of our planet.
This circumstance highlighted the necessity of advocating for the utilization of products
manufactured from recycled materials. In this context, we developed a solution called Muyuriq, a
Quechua word that refers to our main objective, the environment. Muyuriq is a primarily online
store that sells backpacks made from recycled plastic fabric. In this line, to carry out the
aforementioned business model, we began our analysis by conducting market studies whose
results concluded that there is a real interest in acquiring the products by potential customers.
Muyuriq's feasibility was validated through the marketing plan, which was evaluated
through Monte Carlo simulations to validate the performance and efficiency hypothesis,
resulting in 100% efficiency. Additionally, when assessing financial viability, careful
consideration was given to an initial investment of S/406,763. This investment yielded promising
results, with an average Net Present Value (NPV) of S/4,149,684for the first five years and an
impressive internal rate of return (IRR) of 120.46%. These financial indicators demonstrate the
potential profitability and attractiveness of the project, further reinforcing its feasibility and
potential for long-term success.
Finally, with regards to the social and environmental viability, the advantages were
evaluated in terms of reducing the carbon footprint, decreasing the time required for the
mobilization of the end consumer, and the value generated through promoting greater education
related to environmental conservation. This resulted in a VANS of 3,126,679.01. Consequently, Muyuriq emerges as a sustainable proposition that aligns with Sustainable
Development Goals (SDGs) 8 and 12, making a tangible impact on environmental preservation
and societal well-being
Comparative study of breast cancer in Mexican and Mexican-American women
- Author
- Abenaa Brewster
- Adrian Daneri-Navarro
- Alicia Del Toro-Arreola
- Antonio Oceguera-Villanueva
- Antonio Quintero-Ramos
- Aysegul Sahin
- Betsy Wertheim
- Dihui Lu
- Gilberto Morgan-Villela
- Giovanna Cruz
- Gonzalo Vazquez-Camacho
- Graciela Caire-Juvera
- Helga Garcia
- Ian K. Komenaka
- Ivan Anduro-Corona
- James L. Murray
- Jeong Yun Shim
- Jesse N. Nodora
- José Adelfo Barragan-Ruiz
- Juan Manuel Castro-Cervantes
- Karin Hahn
- Laura Pérez Michel
- Luis Enrique Gutiérrez-Millan
- Luz Margarita Jimenez-Perez
- Luz María Adriana Balderas-Peña
- Ma Isabel Aramburo-Rubio
- Mario Alberto Chávez Zamudio
- Mary E. Edgerton
- María Elena Martínez
- María Mercedes Meza-Montenegro
- María Rosa Flores-Marquez
- Maureen Stewart
- Melissa Bondy
- Miguel Angel Ortiz Martínez
- Patricia Thompson
- Rachel Zenuk
- Ramon Antonio Franco-Topete
- Susan Andrea Gutierrez-Rubio
- Zoila Arelí López Bujanda
- Publication venue
- 'Scientific Research Publishing, Inc.'
- Publication date
- 01/01/2010
- Field of study
Thrombotic and hemorrhagic complications of COVID-19 in adults hospitalized in high-income countries compared with those in adults hospitalized in low- and middle-income countries in an international registry
- Author
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Abrous Amal
- Absil Lara
- Acker Andrew
- Adam Elisabeth
- Adrião Diana
- Ahmed Shakeel
- Ainscough Kate
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Akwani Chika
- Al Ageel Saleh
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alberti Angela
- Alegesan Senthilkumar
- Alessi Marta
- Alex Beatrice
- Alexander Peta MA
- Alexandre Kévin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart Séverine
- Anthonidass Sivanesen
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asensio Angel
- Ashraf Muhammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atif Minahel
- Atikah Ahmad Ridzuan Siti Nurul
- Atique Anika
- Auchabie Johann
- Aumaitre Hugues
- Auvet Adrien
- Ayadi Kamaluddin Muhammad Aisar
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J Kenneth
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Balan Valeria
- Balazote Pablo Serrano
- Bani-Sadr Firouzé
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Barrio Noelia García
- Bartoli Marie
- Baruch Joaquín
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beltrão Beatriz Amorim
- Beluze Marine
- Benech Nicolas
- Benjiman Lionel Eric
- Benkerrou Dehbia
- Bennett Suzanne
- Benny Binny
- Bento Luís
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bermejo Carlos Lumbreras
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bidin Farah Nadiah
- Binti Mohd Yakop Siti Rohani
- Binti Zaidan Nor Zaila
- Bisoffi Zeno
- Bissuel François
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-Hélène
- Bolaños Isabela
- Bolze Pierre-Adrien
- Bompart François
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller Kévin
- Bouillet Laurence
- Bouisse Camile
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Bozza Patricia T
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brewster David
- Brickell Kathy
- Brien Fionnuala O
- Browne Alex
- Browne Shaunagh
- Brozzi Nicolas
- Brusse-Keizer Marjolein
- Bryda Petra
- Buchtele Nina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O
- Calligy Kate
- Calvache Jose Andres
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Camões João
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavayas Alexandros
- Cely Lina Morales
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chantalat Auger Christelle
- Chapplain Jean-Marc
- Charpentier Charlotte
- Chas Julie
- Che Kamaruddin Zul Amali
- Chen Anjellica
- Chen Yih-Sharng
- Chenard Léo
- Cheng Matthew Pellan
- Cheret Antoine
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chidambaram Suresh Kumar
- Chin Tho Leong
- Chirouze Catherine
- Chiumello Davide
- Cho Sung-Min
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chopin Marie-Charlotte
- Chow Ting Soo
- Chua Hiu Jian
- Chua Jonathan
- Chávez Iñiguez Jonathan Samuel
- Cidade Jose Pedro
- Cisneros Herreros José Miguel
- Citarella Barbara Wanjiru
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Claure-Del Granado Rolando
- Clohisey Sara
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Jennifer
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connolly Jennifer
- Connor Marie
- Conrad Anne
- Conway Elaine
- Cooke Graham S
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Costigan Emma
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse Stéphanie
- Cregan Rachel
- Cristella Cosimo
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Bermúdez Juan Luis
- Cruz Rojo Jaime
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Cummings Matthew
- Curley Gerard
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- Cárcel Sheila
- D'Aragon Frédérick
- D'Ortenzio Eric
- da Silva Filipe Ana
- Da Silva Fernanda Dias
- Da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
- Dalton Heidi
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A
- Dantas Jorge
- de Brito Carlos Alexandre Antunes
- de Castro Maisa Guimarães
- de Jong Menno
- de la Calle Guillermo Maestro
- de Loughry Gillian
- De Montmollin Etienne
- de Oliveira França Rafael Freitas
- de Piero Maria
- de Pinho Oliveira Ana Isabel
- De Rosa Rosanna
- de Silva Thushan
- de Vries Peter
- Dean David
- Debard Alexa
- DeBenedictis Bianca
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Deconninck Lauren
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delaveuve Eric
- Delavigne Karen
- Delfos Nathalie M
- Deligiannis Ionna
- Dell'Amore Andrea
- Delmas Christelle
- Delobel Pierre
- Delsing Corine
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Desai Mehul
- Descamps Diane
- Desvallées Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhanger Pathik
- Diallo Alpha
- Diamantis Sylvain
- Dias André
- Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Didier Kévin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet Jérôme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djossou Félix
- Docherty Annemarie B
- Doherty Helen
- Donnelly Christl A
- Donnelly Maria
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival Céline
- Douglas James Joshua
- Dournon Nathalie
- Downer Triona
- Downey Joanne
- Downing Mark
- Drake Tom
- Driscoll Aoife
- Dryden Murray
- Dubee Vincent
- Dubos François
- Ducancelle Alexandre
- Duculan Toni
- Dudman Susanne
- Duggal Abhijit
- Dunand Paul
- Dunning Jake
- Duplaix Mathilde
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Ean Sim Choon
- Echeverria-Villalobos Marco
- Eddington Devin P
- Egan Siobhan
- Eira Carla
- Ekow Harrison Samuel Bernard
- El Sanharawi Mohammed
- Elapavaluru Subbarao
- Elharrar Brigitte
- Eliza Mohamed Nik Nur
- Ellerbroek Jacobien
- Eloy Philippine
- Elshazly Tarek
- Enderle Isabelle
- Endo Tomoyuki
- Eng Chan Chee
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Escher Martina
- Esperatti Mariano
- Esperou Hélène
- Esposito-Farese Marina
- Estevão João
- Etienne Manuel
- Ettalhaoui Nadia
- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J
- Fanning Jonathon P
- Faria Pedro
- Fateena Hanan
- Fatoni Arie Zainul
- Faure Karine
- Favory Raphaël
- Fayed Mohamed
- Feely Niamh
- Feeney Laura
- Fernandes Jorge
- Fernandes Marília Andreia
- Fernandes Susana
- Ferrand François-Xavier
- Ferraz Mário
- Ferreira Benigno
- Ferreira Bernardo
- Ferreira Isabel
- Ferreira Sílvia
- Ferriere Nicolas
- Ferrão Joana
- Ficko Céline
- Figueiredo-Mello Claudia
- Fiorda Juan
- Flament Thomas
- Flateau Clara
- Fletcher Tom
- Florence Aline-Marie
- Florio Letizia Lucia
- Flynn Deirdre
- Foley Claire
- Foley Jean
- Fonseca Claudio Duarte
- Fonseca Tatiana
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fourn Erwan
- Fowler Robert A
- Fraher Marianne
- Franch-Llasat Diego
- Fraser Christophe
- Fraser John
- Fraser John F
- Freire Marcela Vieira
- Fritz Ricardo
- Fry Stéphanie
- Fuentes Nora
- Fukuda Masahiro
- Gaborieau Valérie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- Gaião Sérgio
- Gallagher Phil
- Gamble Carrol
- Gandonniere Charlotte Salmon
- Gani Yasmin
- Garan Arthur
- Garcia Rebekha
- Garcia-Gallo Esteban
- Garcês Rui Caetano
- Garot Denis
- Garrait Valérie
- Gault Nathalie
- Gavin Aisling
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
- Germano Nuno
- Ghosn Jade
- Giani Marco
- Gibson Jess
- Gigante Tristan
- Gilg Morgane
- Gilroy Elaine
- Giordano Guillermo
- Girvan Michelle
- Gissot Valérie
- Glikman Daniel
- Gnall Eric
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Goh Jin Yi
- Golob Jonathan
- Gominet Marie
- Gonzalez Alicia
- González Víctor Quirós
- Gordon Patricia
- Gorenne Isabelle
- Gormley Conor
- Goubert Laure
- Goujard Cécile
- Goulenok Tiphaine
- Grable Margarite
- Graf Jeronimo
- Grandin Edward Wilson
- Granerud Beathe Kiland
- Granier Pascal
- Grasselli Giacomo
- Green Christopher A
- Greene Courtney
- Greenhalf William
- Greffe Segolène
- Grieco Domenico Luca
- Griffee Matthew
- Griffee Matthew J
- Griffiths Fiona
- Grigoras Ioana
- Groenendijk Albert
- Gruner Heidi
- Gu Yusing
- Guedj Jérémie
- Guego Martin
- Guellec Dewi
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- Guimard Thomas
- Gómez-Junyent Joan
- Haalboom Marieke
- Haber Daniel
- Habraken Hannah
- Hachemi Ali
- Hadri Nadir
- Haji Ab Rahman Ahmad Kashfi
- Hakak Sheeba
- Hall Adam
- Hall Matthew
- Halpin Sophie
- Hamer Ansley
- Hamidfar Rebecca
- Hammond Naomi
- Hammond Terese
- Han Lim Yuen
- Haniffa Rashan
- Hao Kok Wei
- Hardwick Hayley
- Harrison Ewen M
- Harrison Janet
- Hartman Alan
- Hashmi Junaid
- Hayes Ailbhe
- Hays Leanne
- Heerman Jan
- Heggelund Lars
- Hendry Ross
- Hennessy Martina
- Henriquez-Trujillo Aquiles
- Hentzien Maxime
- Hernandez Diana
- Hernandez-Montfort Jaime
- Hershey Andrew
- Hesstvedt Liv
- Higgins Dawn
- Higgins Eibhlin
- Higgins Rupert
- Hinchion Rita
- Hinton Samuel
- Hiraiwa Hiroaki
- Hitoto Hikombo
- Ho Antonia
- Ho Yi Bin
- Hoctin Alexandre
- Hoffmann Isabelle
- Hoh Wei Han
- Hoiting Oscar
- Holt Rebecca
- Holten Aleksander Rygh
- Holter Jan Cato
- Hong Bee Ker
- Horby Peter
- Horcajada Juan Pablo
- Hoshino Koji
- Houas Ikram
- Hough Catherine L
- Houltham Stuart
- Hssain Ali Ait
- Hulot Jean-Sébastien
- Humaid Felwa Bin
- Hurd Abby
- Ijaz Samreen
- Ikram M Arfan
- Illes Hajnal-Gabriela
- Imbert Patrick
- Infante Dominguez Carmen
- Ing Yun Sii
- Inácio Hugo
- Iosifidis Elias
- Ippolito Mariachiara
- Isgett Sarah
- Isidoro Tiago
- Ismail Nadiah
- Isnard Margaux
- Itai Junji
- Ivulich Daniel
- Izzati Norharizam Nurul Faten
- Jaafar Danielle
- Jaafoura Salma
- Jabot Julien
- Jackson Clare
- Janes Victoria
- Jaquet Pierre
- Jassat Waasila
- Jaud-Fischer Coline
- Jaureguiberry Stéphane
- Jaworsky Denise
- Jego Florence
- Jelani Anilawati Mat
- Jenum Synne
- Jimbo-Sotomayor Ruth
- Jiménez Miguel Pedrera
- Joe Ong Yiaw
- Jorge García Ruth N
- Joseph Cédric
- Joseph Mark
- Jourdain Mercé
- Jouvet Philippe
- Jung Anna
- Jung Hanna
- Juzar Dafsah
- Kafif Ouifiya
- Kaguelidou Florentia
- Kaisbain Neerusha
- Kaleesvran Thavamany
- Kali Sabina
- Kalomoiri Smaragdi
- Kamarudin Mohd Nazlin Bin
- Kamarudin Nadiah
- Kandamby Darshana Hewa
- Kandel Chris
- Kang Kong Yeow
- Karpayah Pratap
- Kartsonaki Christiana
- Kasugai Daisuke
- Kataria Anant
- Katz Kevin
- Kaur Aasmine
- Kay Christy
- Kayyali Lamees
- Keane Hannah
- Keating Seán
- Kelly Andrea
- Kelly Aoife
- Kelly Claire
- Kelly Niamh
- Kelly Sadie
- Kelly Yvelynne
- Kelsey Maeve
- Kennedy Ryan
- Kennon Kalynn
- Kernan Maeve
- Kerroumi Younes
- Keshav Sharma
- Khalid Imrana
- Khalil Antoine
- Khan Coralie
- Khan Irfan
- Kho Michelle E
- Khoo Denisa
- Khoo Ryan
- Khoo Saye
- Kiat Khor How
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kimmoun Antoine
- Kindgen-Milles Detlef
- King Alexander
- Kitamura Nobuya
- Klenerman Paul
- Klont Rob
- Knight Stephen R
- Komatsu Mamoru
- Kosgei Caroline
- Kpangon Arsène
- Krawczyk Karolina
- Krishnan Sudhir
- Krishnan Vinothini
- Kruglova Oksana
- Kuan Pei Xuan
- Kumar Deepali
- Kumar Ganesh
- Kuriakose Dinesh
- Kurtzman Ethan
- Kutsogiannis Demetrios
- Kutsyna Galyna
- Kyriakoulis Konstantinos
- L'Her Erwan
- Lachatre Marie
- Lacoste Marie
- Laffey John G
- Lafhej Nadhem
- Lagrange Marie
- Laine Fabrice
- Lairez Olivier
- Lalueza Antonio
- Lambert Marc
- Lamontagne François
- Langelot-Richard Marie
- Langlois Vincent
- Lantang Eka Yudha
- Lanza Marina
- Laouénan Cédric
- Laribi Samira
- Lariviere Delphine
- Lasry Stéphane
- Launay Odile
- Laureillard Didier
- Lavie-Badie Yoan
- Law Andy
- Lawrence Cassie
- Lawrence Teresa
- Le Bihan Clément
- Le Bris Cyril
- Le Falher Georges
- Le Fevre Lucie
- Le Hingrat Quentin
- Le Maréchal Marion
- Le Moal Gwenaël
- Le Moing Vincent
- Le Nagard Hervé
- Le Minh
- Leal Ema
- Leathlobhair Niamh Ni
- Lee Low Lee
- Lee Biing Horng
- Lee Heng Gee
- Lee James
- Lee Jennifer
- Lee Su Hwan
- Lee Todd C
- Lee Yi Lin
- Leeming Gary
- Lefebvre Bénédicte
- Lefebvre Laurent
- Lefèvre Benjamin
- LeGac Sylvie
- Lelievre Jean-Daniel
- Lellouche François
- Lemaignen Adrien
- Lemee Véronique
- Lemeur Anthony
- Lemmink Gretchen
- Lene Ha Sha
- Lennon Jenny
- Leone Marc
- Leone Michela
- Lepiller Quentin
- Lescure François-Xavier
- Lesens Olivier
- Lesouhaitier Mathieu
- Lester-Grant Amy
- Letrou Sophie
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- Peariasamy Kalaiarasu
- Peek Giles J
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- Postma Douwe F
- Povoa Pedro
- Powis Jeff
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- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G
- Proença Lucia
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- Sharjeel Shaikh
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- Streinu-Cercel Anca
- Stuart Ami
- Stuart David
- Su Richa
- Suen Gabriel
- Suen Jacky Y
- Sukumar Prasanth
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- Suppiah Deepashankari
- Surovcová Magdalena
- Sweeney Lisa Mc
- Syahrin Sarah
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Taccone Fabio S
- Tagherset Lysa
- Taib Shahdattul Mawarni
- Taleb Sara
- Talsma Jelmer
- Tamlihat Younes Ait
- Tampubolon Maria Lawrensia
- Tan Kim Keat
- Tan Yan Chyi
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tardivon Coralie
- Tattevin Pierre
- Taufik M Azhari
- Tawfik Hassan
- Tedder Richard S
- Tee Tze Yuan
- Teixeira João
- Tejada Sofia
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- Teoh Sze Kye
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- Theron Elmi
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill Benoît
- Thirumanickam Jananee
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- Thomson David
- Thomson Emma C
- Thorpe Mathew
- Thwaites Ryan S
- Tierney Paul
- Tieroshyn Vadim
- Timsit Jean-François
- Tissot Noémie
- Toal Fiona
- Toki Maria
- Tonby Kristian
- Tonnii Sia Loong
- Torre Marta
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- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Trioux Théo
- Tromeur Cécile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turgeon Alexis F
- Turmel Jean-Marie
- Turtle Lance CW
- Tveita Anders
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M
- Vajdovics Cristinava
- Val-Flores Luís
- Valran Amélie
- Van de Velde Stijn
- van den Berge Marcel
- Van der Feltz Machteld
- van der Palen Job
- van der Valk Paul
- Van Der Vekens Nicky
- Van der Voort Peter
- Van Der Werf Sylvie
- van Gulik Laura
- Van Hattem Jarne
- van Netten Carolien
- van Someren Gréve Frank
- van Veen Ilonka
- Van Willigen Hugo
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Varrone Michael
- Vasconcelos Malte Kohns
- Vasudayan Shoban Raj
- Vauchy Charline
- Vecham Pavan Kumar
- Veeran Shaminee
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vidal José Ernesto
- Vieira César
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Walsh Laura
- Wang Chih-Hsien
- Webb Steve
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Wesselius Sanne
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Sue
- Williams Bailey
- Williams Patricia J
- Williams Virginie
- Wils Evert-Jan
- Wittman Jessica
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Xian Gan Ee
- Xian Lim Saio
- Xynogalas Ioannis
- Yamazaki Masaki
- Yang Toh Jordan Zhien
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik Cécile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Zaaqoq Akram
- Zabbe Marion
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- Elsevier BV
- Publication date
- 30/06/2023
- Field of study
Background: COVID-19 has been associated with a broad range of thromboembolic, ischemic, and hemorrhagic complications (coagulopathy complications). Most studies have focused on patients with severe disease from high-income countries (HICs). Objectives: The main aims were to compare the frequency of coagulopathy complications in developing countries (low- and middle-income countries [LMICs]) with those in HICs, delineate the frequency across a range of treatment levels, and determine associations with in-hospital mortality. Methods: Adult patients enrolled in an observational, multinational registry, the International Severe Acute Respiratory and Emerging Infections COVID-19 study, between January 1, 2020, and September 15, 2021, met inclusion criteria, including admission to a hospital for laboratory-confirmed, acute COVID-19 and data on complications and survival. The advanced-treatment cohort received care, such as admission to the intensive care unit, mechanical ventilation, or inotropes or vasopressors; the basic-treatment cohort did not receive any of these interventions. Results: The study population included 495,682 patients from 52 countries, with 63% from LMICs and 85% in the basic treatment cohort. The frequency of coagulopathy complications was higher in HICs (0.76%-3.4%) than in LMICs (0.09%-1.22%). Complications were more frequent in the advanced-treatment cohort than in the basic-treatment cohort. Coagulopathy complications were associated with increased in-hospital mortality (odds ratio, 1.58; 95% CI, 1.52-1.64). The increased mortality associated with these complications was higher in LMICs (58.5%) than in HICs (35.4%). After controlling for coagulopathy complications, treatment intensity, and multiple other factors, the mortality was higher among patients in LMICs than among patients in HICs (odds ratio, 1.45; 95% CI, 1.39-1.51). Conclusion: In a large, international registry of patients hospitalized for COVID-19, coagulopathy complications were more frequent in HICs than in LMICs (developing countries). Increased mortality associated with coagulopathy complications was of a greater magnitude among patients in LMICs. Additional research is needed regarding timely diagnosis of and intervention for coagulation derangements associated with COVID-19, particularly for limited-resource settings
Respiratory support in patients with severe COVID-19 in the International Severe Acute Respiratory and Emerging Infection (ISARIC) COVID-19 study: a prospective, multinational, observational study
- Author
- Abbas Ali
- Abdukahil Sheryl Ann
- Abe Ryuzo
- Abel Laurent
- Abreu Julia Rodriguez
- Absil Lara
- Acharya Subhash
- Acker Andrew
- Adrião Diana
- Ahmed Shakeel
- Ainscough Kate
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Al Ageel Saleh
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre Kévin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart Séverine
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Aryal Diptesh
- Asensio Angel
- Asif Namra
- Asim Mohammad
- Assie Jean Baptiste
- Atif Minahel
- Atique Anika
- Attanyake A. M. Udara Lakshan
- Auchabie Johann
- Auger Christelle Chantalat
- Aumaitre Hugues
- Auvet Adrien
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Bak Erica
- Bakakos Agamemnon
- Bal Andriy
- Balan Valeria
- Balazote Pablo Serrano
- Banheiro Bruno Sarmento
- Bani-Sadr Firouzé
- Barbalho Renata
- Barclay Wendy S.
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Barrio Noelia García
- Bartoli Marie
- Baruch Joaquín
- Basmaci Romain
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beluze Marine
- Benech Nicolas
- Benkerrou Dehbia
- Bennett Suzanne
- Bento Luís
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bermejo Carlos Lumbreras
- Bermúdez Juan Luis Cruz
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bissuel François
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-Hélène
- Bolze Pierre-Adrien
- Bompart François
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller Kévin
- Bouillet Laurence
- Bouisse Camile
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brickell Kathy
- Brien Fionnuala O.
- Browne Alex
- Browne Shaunagh
- Brusse-Keizer Marjolein
- Buchtele Nina
- Buesaquillo Christian
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O.
- Calligy Kate
- Calvache Jose Andres
- Campana Valentine
- Campbell Paul
- Camões João
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- Castrillón Henry
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Ceccato Adrian
- Cely Lina Morales
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Chas Julie
- Chaudry Mobin
- Chen Anjellica
- Chen Yih-Sharng
- Cheng Matthew Pellan
- Cheret Antoine
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chirouze Catherine
- Chiumello Davide
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chopin Marie-Charlotte
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Clohisey Sara
- Cobb Perren J.
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connor Marie
- Conrad Anne
- Contreras Sofía
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Costigan Emma
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- Cullen Ailbhe
- Cummings Matthew J.
- Curley Ger
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- Curran Colleen
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- da Silva Filipe Ana
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- Dagens Andrew
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- Dalton Jo
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- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A.
- Dantas Jorge
- Darshana B. P. Sanka Ruwan Sri
- de Brito Carlos Alexandre Antunes
- de Castro Maisa Guimarães
- de la Calle Guillermo Maestro
- de Loughry Gillian
- de Mendoza Diego
- De Montmollin Etienne
- de Oliveira França Rafael Freitas
- de Pinho Oliveira Ana Isabel
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- de Silva Thushan
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- Deacon Jillian
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- Docherty Annemarie B.
- Doherty Helen
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- Dondorp Arjen M.
- Donnelly Christl A.
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- Gonçalves Bronner P.
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- Grable Margarite
- Graf Jeronimo
- Grandin Edward Wilson
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- Grasselli Giacomo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe Segolène
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Groenendijk Albert
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- Gu Yusing
- Guedj Jérémie
- Guego Martin
- Guellec Dewi
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- Hammond Terese
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- Hardwick Hayley
- Harrison Ewen M.
- Harrison Janet
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- Hashmi Junaid
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- Holten Aleksander Rygh
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- Horcajada Juan Pablo
- Hoshino Koji
- Hoshino Kota
- Houas Ikram
- Hough Catherine L.
- Hssain Ali Ait
- Hsu Jimmy Ming-Yang
- Hulot Jean-Sébastien
- Humaid Felwa Bin
- Huo Stella
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- Hussain Iqbal
- Ibáñez-Prada Elsa D.
- Ijaz Samreen
- Ikram Arfan
- Illes Hajnal-Gabriela
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- Imtiaz Aftab
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- Khan Coralie
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- Khatak Abid
- Khawaja Amin
- Kho Michelle E.
- Khoo Saye
- Khoso Nasir
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kimmoun Antoine
- Kindgen-Milles Detlef
- Kitamura Nobuya
- Klenerman Paul
- Klont Rob
- Knight Stephen R.
- Kobbe Robin
- Kodippily Chamira
- Koirala Sabin
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- Kumar Deepali
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- Kurtzman Ethan
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- Lachatre Marie
- Lacoste Marie
- Laffey John G.
- Lagrange Marie
- Laine Fabrice
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- Leal Ema
- Leathlobhair Niamh Ni
- Lee James
- Lee Jennifer
- Lee Su Hwan
- Lee Todd C.
- Leeming Gary
- Lefebvre Bénédicte
- Lefebvre Laurent
- Lefèvre Benjamin
- LeGac Sylvie
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- Lellouche François
- Lemaignen Adrien
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- Liu Keibun
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- Lopes Diogo
- Lordemann Anja Grosse
- Loschner Anthony L.
- Loubet Paul
- Loufti Bouchra
- Louis Guillame
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- Lowik Marije
- Lucet Jean Christophe
- Luna Carlos M.
- Luong Liem
- Luque Nestor
- Luton Dominique
- Lwin Nilar
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- Maier Lars S.
- Maillet Mylène
- Maitre Thomas
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- Mandelbrot Laurent
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- Manning Edmund
- Manuel Aldric
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- Marquis Catherine
- Marsh Brian
- Marsh Laura
- Marshal Megan
- Marshall John C.
- Martelli Celina Turchi
- Martin Emily
- Martin-Blondel Guillaume
- Martin-Loeches Ignacio
- Martinot Martin
- Martins Ana
- Martins João
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- Maslove David
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- Mc Evoy Natalie
- Mc Sweeney Lisa
- McArthur Colin
- McArthur Colin
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- McConnochie Rachael
- McDermott Sherry
- McDonald Sarah E.
- McElroy Aine
- McElwee Samuel
- McEneany Victoria
- McGeer Allison
- McKay Chris
- McKeown Johnny
- McLean Kenneth A.
- McNally Paul
- McNicholas Bairbre
- McPartlan Elaine
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- Mechlin Maggie
- Meher Maqsood
- Mele Ferruccio
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- Mentzer Alexander J.
- Mercier Emmanuelle
- Mercier Noémie
- Merckx Antoine
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- Mergler Blake
- Merson Laura
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- Meyer Dan
- Meynert Alison M.
- Meysonnier Vanina
- Meziane Amina
- Mezidi Mehdi
- Michelanglei Céline
- Michelet Isabelle
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- Mohammed Nassima Si
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- Moore Sarah
- Moore Shona C.
- Morlaes Louis Gerbaud
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- Mufti Aisha Kalsoom
- Mullaert Jimmy
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- Myrodia Dimitra Melia
- Müller Fredrik
- Müller Karl Erik
- Nagpal Dave
- Nagrebetsky Alex
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- Ng Pauline Yeung
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- Nor Basri Mat
- Nor Basri Mat
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- Nowinski Adam
- Nseir Saad
- Nunez Jose I.
- Nurnaningsih Nurnaningsih
- Nyamankolly Elsa
- Occhipinti Giovanna
- OConnor Derbrenn
- Ogston Tawnya
- Ogura Takayuki
- Oliveira João
- Oliveira Larissa
- Olliaro Piero L.
- Ong David S. Y.
- Oosthuyzen Wilna
- Opavsky Anne
- Openshaw Peter
- Orakzai Saijad
- Orozco-Chamorro Claudia Milena
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- Oziol Eric
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- O’Sullivan Miriam
- Pagadoy Maïder
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- Palacios Mario
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- Panda Prasan Kumar
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- Paul Christelle
- Paul Mical
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- Paxton William A.
- Payen Jean-François
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Pelosi Paolo
- Peltan Ithan D.
- Pereira Rui
- Perez Daniel
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- Perpoint Thomas
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- Pesenti Antonio
- Pestre Vincent
- Petrou Lenka
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- Petrovic Michele
- Pettersen Frank Olav
- Peytavin Gilles
- Pharand Scott
- Picard Walter
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- Poli Sergio
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- Ponscarme Diane
- Post Andra-Maris
- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
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- Preau Sébastien
- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
- Pudota Sravya
- Pulicken Mathew
- Purcell Gregory
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- Rehman Attaur
- Reid Liadain
- Reid Liadain
- Reikvam Dag Henrik
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- Ribeiro Maria Ines
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- Riera Jordi
- Rincon Diego Fernando Bautista
- Rios Ana L.
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rizer Nicholas
- Robba Chiara
- Roberto André
- Roberts Stephanie
- Robertson David L.
- Robineau Olivier
- Roche-Campo Ferran
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- Roessler Bernhard
- Roger Pierre-Marie
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- Rojo Jaime Cruz
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- Roncon-Albuquerque Roberto
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- Rossetti Matteo
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- Rossignol Patrick
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- Roze Benoît
- Rusmawatiningtyas Desy
- Russell Clark D.
- Ryan Maeve
- Ryan Maria
- Ryckaert Steffi
- Rätsep Indrek
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- Sadaf Sairah
- Sadat Musharaf
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- Saint-Gilles Maximilien
- Sakiyalak Pranya
- Salahuddin Nawal
- Salazar Leonardo
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- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-François
- Sandulescu Oana
- Sanharawi Mohammed El
- Sant Ceila Maria
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- Satyapriya Sree
- Satyawati Rumaisah
- Saviciute Egle
- Schaffer Justin
- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
- Schroll Stephan
- Schwameis Michael
- Scott Janet T.
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvanayagam Jaganathan
- Semaille Caroline
- Semedi Bambang Pujo
- Semple Malcolm G.
- Senneville Eric
- Sequeira Filipa
- Sequeira Tânia
- Shadowitz Ellen
- Shah Naseem Ali
- Shamsah Mohammad
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A.
- Shaw Victoria
- Sheharyar Ashraf
- Shetty Rajesh Mohan
- Shi Haixia
- Shiekh Mohiuddin
- Shimizu Keiki
- Shrapnel Sally
- Shrestha Pramesh Sundar
- Shrestha Shubha Kalyan
- Shukeri Wan Fadzlina Wan Muhd
- Shum Hoi Ping
- Sibiude Jeanne
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- Sigfrid Louise
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- Silva Maria Joao
- Silva Rogério
- Sin Wai Ching
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- Singh Punam
- Sitompul Pompini Agustina
- Skeie Linda Gail
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Sobrino José Luis Bernal
- Solomon Joshua
- Solomon Tom
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- Sommet Agnès
- Song Myung Jin
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- Song Tae
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- Soum Edouard
- Sousa Ana Chora
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- Sriskandan Shiranee
- Stabler Sarah
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Stuart Ami
- Stuart David
- Suen Gabriel
- Suen Jacky Y.
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
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- Svistunov Andrey
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Taccone Fabio S.
- Tagherset Lysa
- Taleb Sara
- Talsma Jelmer
- Tamlihat Younes Ait
- Tampubolon Maria Lawrensia
- Tanaka Hiroyuki
- Taqdees Huda
- Taqi Arshad
- Tardivon Coralie
- Tattevin Pierre
- Taufik M. Azhari
- Tawfik Hassan
- Tedder Richard S.
- Teixeira João
- Tejada Sofia
- Tellier Marie-Capucine
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- Thakur Anand
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill Benoît
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-François
- Tissot Noémie
- Toki Maria
- Tonby Kristian
- Torre Marta
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Treoux Théo
- Tromeur Cécile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turmel Jean-Marie
- Turtle Lance C. W.
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udayanga P. G. Ishara
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
- Val-Flores Luís
- Valran Amélie
- Van de Velde Stijn
- van den Berge Marcel
- van der Palen Job
- van der Valk Paul
- Van Der Vekens Nicky
- Van der Voort Peter
- Van Der Werf Sylvie
- van Gulik Laura
- Van Hattem Jarne
- van Netten Carolien
- van Veen Ilonka
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Vasconcelos Malte Kohns
- Vauchy Charline
- Vecham Pavan Kumar
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal José Ernesto
- Vieira César
- Vijayan Deepak
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wang Chih-Hsien
- Webb Steve
- Wei Jia
- Weil Katharina
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wong Calvin
- Xynogalas Ioannis
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yelnik Cécile
- Yerkovich Stephanie
- Yiu Ng Wing
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zahran Maram
- Zambon Maria
- Zanella Alberto
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 13/09/2022
- Field of study
Background: Up to 30% of hospitalised patients with COVID-19 require advanced respiratory support, including high-flow nasal cannulas (HFNC), non-invasive mechanical ventilation (NIV), or invasive mechanical ventilation (IMV). We aimed to describe the clinical characteristics, outcomes and risk factors for failing non-invasive respiratory support in patients treated with severe COVID-19 during the first two years of the pandemic in high-income countries (HICs) and low middle-income countries (LMICs).
Methods: This is a multinational, multicentre, prospective cohort study embedded in the ISARIC-WHO COVID-19 Clinical Characterisation Protocol. Patients with laboratory-confirmed SARS-CoV-2 infection who required hospital admission were recruited prospectively. Patients treated with HFNC, NIV, or IMV within the first 24 h of hospital admission were included in this study. Descriptive statistics, random forest, and logistic regression analyses were used to describe clinical characteristics and compare clinical outcomes among patients treated with the different types of advanced respiratory support.
Results: A total of 66,565 patients were included in this study. Overall, 82.6% of patients were treated in HIC, and 40.6% were admitted to the hospital during the first pandemic wave. During the first 24 h after hospital admission, patients in HICs were more frequently treated with HFNC (48.0%), followed by NIV (38.6%) and IMV (13.4%). In contrast, patients admitted in lower- and middle-income countries (LMICs) were less frequently treated with HFNC (16.1%) and the majority received IMV (59.1%). The failure rate of non-invasive respiratory support (i.e. HFNC or NIV) was 15.5%, of which 71.2% were from HIC and 28.8% from LMIC. The variables most strongly associated with non-invasive ventilation failure, defined as progression to IMV, were high leukocyte counts at hospital admission (OR [95%CI]; 5.86 [4.83-7.10]), treatment in an LMIC (OR [95%CI]; 2.04 [1.97-2.11]), and tachypnoea at hospital admission (OR [95%CI]; 1.16 [1.14-1.18]). Patients who failed HFNC/NIV had a higher 28-day fatality ratio (OR [95%CI]; 1.27 [1.25-1.30]).
Conclusions: In the present international cohort, the most frequently used advanced respiratory support was the HFNC. However, IMV was used more often in LMIC. Higher leucocyte count, tachypnoea, and treatment in LMIC were risk factors for HFNC/NIV failure. HFNC/NIV failure was related to worse clinical outcomes, such as 28-day mortality. Trial registration This is a prospective observational study; therefore, no health care interventions were applied to participants, and trial registration is not applicable
Respiratory support in patients with severe COVID-19 in the International Severe Acute Respiratory and Emerging Infection (ISARIC) COVID-19 study: a prospective, multinational, observational study
- Author
- Abbas Ali
- Abdukahil Sheryl Ann
- Abe Ryuzo
- Abel Laurent
- Abreu Julia Rodriguez
- Absil Lara
- Acharya Subhash
- Acker Andrew
- Adrião Diana
- Ahmed Shakeel
- Ainscough Kate
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Al Ageel Saleh
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre K. vin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart S. verine
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Argin G.
- Arlet Jean-Benoît
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asensio Angel
- Asif Namra
- Asim Mohammad
- Assie Jean Baptiste
- Atif Minahel
- Atique Anika
- Attanyake A. M. Udara Lakshan
- Auchabie Johann
- Auger Christelle Chantalat
- Aumaitre Hugues
- Auvet Adrien
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Bak Erica
- Bakakos Agamemnon
- Bal Andriy
- Balan Valeria
- Balazote Pablo Serrano
- Banheiro Bruno Sarmento
- Bani-Sadr Firouzé
- Barbalho Renata
- Barclay Wendy S.
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Barrio Noelia García
- Bartoli Marie
- Baruch Joaquín
- Basmaci Romain
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beluze Marine
- Benech Nicolas
- Benkerrou Dehbia
- Bennett Suzanne
- Bento Luís
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bermejo Carlos Lumbreras
- Bermúdez Juan Luis Cruz
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bissuel François
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-H. lène
- Bolze Pierre-Adrien
- Bompart François
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller K. vin
- Bouillet Laurence
- Bouisse Camile
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brickell Kathy
- Brien Fionnuala O.
- Browne Alex
- Browne Shaunagh
- Brusse-Keizer Marjolein
- Buchtele Nina
- Buesaquillo Christian
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O.
- Calligy Kate
- Calvache Jose Andres
- Campana Valentine
- Campbell Paul
- Camões João
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- Castrillón Henry
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Ceccato Adrian
- Cely Lina Morales
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Chas Julie
- Chaudry Mobin
- Chen Anjellica
- Chen Yih-Sharng
- Cheng Matthew Pellan
- Cheret Antoine
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chirouze Catherine
- Chiumello Davide
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chopin Marie-Charlotte
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Clohisey Sara
- Cobb Perren J.
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connor Marie
- Conrad Anne
- Contreras Sofía
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Costigan Emma
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse Stéphanie
- Cregan Rachel
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Cummings Matthew J.
- Curley Ger
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- Cárcel Sheila
- da Silva Filipe Ana
- da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A.
- Dantas Jorge
- Darshana B. P. Sanka Ruwan Sri
- de Brito Carlos Alexandre Antunes
- de Castro Maisa Guimarães
- de la Calle Guillermo Maestro
- de Loughry Gillian
- de Mendoza Diego
- de Montmollin Etienne
- de Oliveira França Rafael Freitas
- de Pinho Oliveira Ana Isabel
- de Rosa Rosanna
- de Silva Thushan
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Deconninck Lauren
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delaveuve Eric
- Delavigne Karen
- Dell’Amore Andrea
- Delmas Christelle
- Delobel Pierre
- Delsing Corine
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Descamps Diane
- Desvallées Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhanger Pathik
- Diallo Alpha
- Diamantis Sylvain
- Dias André
- Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Didier K. vin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet J. rôme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djossou F. lix
- Docherty Annemarie B.
- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M.
- Donnelly Christl A.
- Donnelly Maria
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival C. line
- Douglas James Joshua
- Dournon Nathalie
- Dow Denisse Bazan
- Downer Triona
- Downey Joanne
- Downing Mark
- Drake Tom
- Driscoll Aoife
- Dubee Vincent
- Dubos François
- Ducancelle Alexandre
- Dudman Susanne
- Dunand Paul
- Dunning Jake
- Duplaix Mathilde
- Duque Sara
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- D’Aragon Frédérick
- D’Ortenzio Eric
- Echeverria-Villalobos Marco
- Egan Siobhan
- Eira Carla
- Elapavaluru Subbarao
- Elharrar Brigitte
- Ellerbroek Jacobien
- Eloy Philippine
- Elshazly Tarek
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- Endo Tomoyuki
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Escher Martina
- Esperatti Mariano
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- Esposito-Farese Marina
- Estevão João
- Etienne Manuel
- Ettalhaoui Nadia
- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
- Fareed Komal
- Faria Pedro
- Farooq Ahmed
- Fatoni Arie Zainul
- Faure Karine
- Favory Raphaël
- Fayed Mohamed
- Feely Niamh
- Feeney Laura
- Fernandes Jorge
- Fernandes Marília Andreia
- Fernandes Susana
- Ferrand François-Xavier
- Ferraz M. rio
- Ferreira Benigno
- Ferreira Bernardo
- Ferreira Isabel
- Ferreira S. lvia
- Ferrer-Roca Ricard
- Ferriere Nicolas
- Ferrão Joana
- Ficko C. line
- Figueiredo-Mello Claudia
- Fiorda Juan
- Flament Thomas
- Flateau Clara
- Fletcher Tom
- Florio Letizia Lucia
- Flynn Deirdre
- Foley Claire
- Foley Jean
- Fomin Victor
- Fonseca Claudio Duarte
- Fonseca Tatiana
- Fontela Patricia
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fourn Erwan
- Fowler Robert A.
- Fraher Marianne
- Franch-Llasat Diego
- Fraser Christophe
- Fraser John F.
- Freire Marcela Vieira
- French Craig
- Friedrich Caren
- Fry Stéphanie
- Fuentes Nora
- Fuentes Yuli V.
- Fukuda Masahiro
- Gaborieau Valérie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- Gaião S. rgio
- Gallagher Phil
- Gamble Carrol
- Gandonniere Charlotte Salmon
- Garan Arthur
- Garcia Rebekha
- Garcia-Gallo Esteban
- Garcês Rui Caetano
- García Ruth N. Jorge
- Garimella Navya
- Garot Denis
- Garrait Valérie
- Gauli Basanta
- Gault Nathalie
- Gavin Aisling
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
- Germano Nuno
- Ghosn Jade
- Giani Marco
- Gibson Jess
- Gigante Tristan
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- Gilroy Elaine
- Giordano Guillermo
- Girvan Michelle
- Gissot Valérie
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Golob Jonathan
- Gominet Marie
- Gonzalez Alicia
- González V. ctor Quirós
- Gonçalves Bronner P.
- Gordon Patricia
- Gorenne Isabelle
- Goubert Laure
- Goujard C. cile
- Goulenok Tiphaine
- Grable Margarite
- Graf Jeronimo
- Grandin Edward Wilson
- Granerud Beathe Kiland
- Granier Pascal
- Grasselli Giacomo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe Segolène
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Groenendijk Albert
- Gruner Heidi
- Gu Yusing
- Guedj J. rémie
- Guego Martin
- Guellec Dewi
- Guerguerian Anne-Marie
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- Guimard Thomas
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- Hall Matthew
- Halpin Sophie
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- Harrison Ewen M.
- Harrison Janet
- Harrison Samuel Bernard Ekow
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- Hssain Ali Ait
- Hsu Jimmy Ming-Yang
- Hulot Jean-S. bastien
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- Ijaz Samreen
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- Illes Hajnal-Gabriela
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- Joseph Mark
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- Kho Michelle E.
- Khoo Saye
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- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kimmoun Antoine
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- Kitamura Nobuya
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- Klont Rob
- Knight Stephen R.
- Kobbe Robin
- Kodippily Chamira
- Koirala Sabin
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- Laffey John G.
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- le Bihan Clément
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- le Nagard Hervé
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- Leathlobhair Niamh Ni
- Lee James
- Lee Jennifer
- Lee Su Hwan
- Lee Todd C.
- Leeming Gary
- Lefebvre B. nédicte
- Lefebvre Laurent
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- McArthur Colin
- McArthur Colin
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- McDonald Sarah E.
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- Mentzer Alexander J.
- Mercier Emmanuelle
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- Müller Karl Erik
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- Oliveira Larissa
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- Ong David S. Y.
- Oosthuyzen Wilna
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- Openshaw Peter
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- Paul Christelle
- Paul Mical
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- Paxton William A.
- Payen Jean-François
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Pelosi Paolo
- Peltan Ithan D.
- Pereira Rui
- Perez Daniel
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- Perpoint Thomas
- Perrot Clara Mouton
- Pesenti Antonio
- Pestre Vincent
- Petrou Lenka
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- Petrovic Michele
- Pettersen Frank Olav
- Peytavin Gilles
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- Poissy Julien
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- Poli Sergio
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- Ponscarme Diane
- Post Andra-Maris
- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
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- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
- Pudota Sravya
- Pulicken Mathew
- Purcell Gregory
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- Póvoas Diana
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- Quinones-Cardona Vilmaris
- Quist-Paulsen Else
- Quraishi Mohammed
- Rabaud Christian
- Rabindrarajan Ebenezer
- Rafael Aldo
- Rafiq Marie
- Rahutullah Arsalan
- Rainieri Fernando
- Ramachandran Pratheema
- Ramakrishnan Nagarajan
- Ramalho José
- Rammaert Blandine
- Ramos Grazielle Viana
- Rana Asim
- Rangappa Rajavardhan
- Ranjan Ritika
- Rapp Christophe
- Rashan Aasiyah
- Rashan Thalha
- Rasheed Ghulam
- Rasmin Menaldi
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- Raza Ali
- Real Andre
- Rebaudet Stanislas
- Redl Sarah
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- Rego Caroline Martins
- Rehman Attaur
- Reid Liadain
- Reid Liadain
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- Reis Renato
- Rello Jordi
- Remppis Jonathan
- Remy Martine
- Ren Hongru
- Renk Hanna
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Tiago
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- Ribeiro Maria Ines
- Richardson David
- Richardson Denise
- Richier Laurent
- Riera Jordi
- Rincon Diego Fernando Bautista
- Rios Ana L.
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rizer Nicholas
- Robba Chiara
- Roberto André
- Roberts Stephanie
- Robertson David L.
- Robineau Olivier
- Roche-Campo Ferran
- Rodari Paola
- Rodeia Simão
- Roessler Bernhard
- Roger Pierre-Marie
- Rojek Amanda
- Rojo Jaime Cruz
- Romaru Juliette
- Roncon-Albuquerque Roberto
- Roriz M. lanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossetti Matteo
- Rossignol B. nédicte
- Rossignol Patrick
- Rousset Stella
- Roy Carine
- Roze Benoît
- Rusmawatiningtyas Desy
- Russell Clark D.
- Ryan Maeve
- Ryan Maria
- Ryckaert Steffi
- Rätsep Indrek
- Saba Isabela
- Sadaf Sairah
- Sadat Musharaf
- Sahraei Valla
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- Saint-Gilles Maximilien
- Sakiyalak Pranya
- Salahuddin Nawal
- Salazar Leonardo
- Saleem Jodat
- Sales Gabriele
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- Salvator H. lène
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- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-François
- Sandulescu Oana
- Sanharawi Mohammed El
- Sant Ceila Maria
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- Sarfo-Mensah Shirley
- Sarton Benjamine
- Satyapriya Sree
- Satyawati Rumaisah
- Saviciute Egle
- Schaffer Justin
- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
- Schroll Stephan
- Schwameis Michael
- Scott Janet T.
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvanayagam Jaganathan
- Semaille Caroline
- Semedi Bambang Pujo
- Semple Malcolm G.
- Senneville Eric
- Sequeira Filipa
- Sequeira T. nia
- Shadowitz Ellen
- Shah Naseem Ali
- Shamsah Mohammad
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A.
- Shaw Victoria
- Sheharyar Ashraf
- Shetty Rajesh Mohan
- Shi Haixia
- Shiekh Mohiuddin
- Shimizu Keiki
- Shrapnel Sally
- Shrestha Pramesh Sundar
- Shrestha Shubha Kalyan
- Shukeri Wan Fadzlina Wan Muhd
- Shum Hoi Ping
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- Siddiqui Atif
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- Smyth Michelle
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- Sobrino José Luis Bernal
- Solomon Joshua
- Solomon Tom
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- Song Myung Jin
- Song Rima
- Song Tae
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- Soum Edouard
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- Sousa Marta
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- Spinuzza Elisabetta
- Sriskandan Shiranee
- Stabler Sarah
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Stuart Ami
- Stuart David
- Suen Gabriel
- Suen Jacky Y.
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- Surovcová Magdalena
- Svistunov Andrey
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Taccone Fabio S.
- Tagherset Lysa
- Taleb Sara
- Talsma Jelmer
- Tamlihat Younes Ait
- Tampubolon Maria Lawrensia
- Tanaka Hiroyuki
- Taqdees Huda
- Taqi Arshad
- Tardivon Coralie
- Tattevin Pierre
- Taufik M. Azhari
- Tawfik Hassan
- Tedder Richard S.
- Teixeira João
- Tejada Sofia
- Tellier Marie-Capucine
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- Thakur Anand
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill Benoît
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-François
- Tissot Noémie
- Toki Maria
- Tonby Kristian
- Torre Marta
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Treoux Théo
- Tromeur C. cile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turmel Jean-Marie
- Turtle Lance C. W.
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udayanga P. G. Ishara
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
- Val-Flores Luís
- Valran Amélie
- van de Velde Stijn
- van den Berge Marcel
- van der Palen Job
- van der Valk Paul
- van der Vekens Nicky
- van der Voort Peter
- van der Werf Sylvie
- van Gulik Laura
- van Hattem Jarne
- van Netten Carolien
- van Veen Ilonka
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Vasconcelos Malte Kohns
- Vauchy Charline
- Vecham Pavan Kumar
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal José Ernesto
- Vieira C. sar
- Vijayan Deepak
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wang Chih-Hsien
- Webb Steve
- Wei Jia
- Weil Katharina
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wong Calvin
- Xynogalas Ioannis
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yelnik C. cile
- Yerkovich Stephanie
- Yiu Ng Wing
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zahran Maram
- Zambon Maria
- Zanella Alberto
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/12/2022
- Field of study
Background: Up to 30% of hospitalised patients with COVID-19 require advanced respiratory support, including high-flow nasal cannulas (HFNC), non-invasive mechanical ventilation (NIV), or invasive mechanical ventilation (IMV). We aimed to describe the clinical characteristics, outcomes and risk factors for failing non-invasive respiratory support in patients treated with severe COVID-19 during the first two years of the pandemic in high-income countries (HICs) and low middle-income countries (LMICs). Methods: This is a multinational, multicentre, prospective cohort study embedded in the ISARIC-WHO COVID-19 Clinical Characterisation Protocol. Patients with laboratory-confirmed SARS-CoV-2 infection who required hospital admission were recruited prospectively. Patients treated with HFNC, NIV, or IMV within the first 24 h of hospital admission were included in this study. Descriptive statistics, random forest, and logistic regression analyses were used to describe clinical characteristics and compare clinical outcomes among patients treated with the different types of advanced respiratory support. Results: A total of 66,565 patients were included in this study. Overall, 82.6% of patients were treated in HIC, and 40.6% were admitted to the hospital during the first pandemic wave. During the first 24 h after hospital admission, patients in HICs were more frequently treated with HFNC (48.0%), followed by NIV (38.6%) and IMV (13.4%). In contrast, patients admitted in lower- and middle-income countries (LMICs) were less frequently treated with HFNC (16.1%) and the majority received IMV (59.1%). The failure rate of non-invasive respiratory support (i.e. HFNC or NIV) was 15.5%, of which 71.2% were from HIC and 28.8% from LMIC. The variables most strongly associated with non-invasive ventilation failure, defined as progression to IMV, were high leukocyte counts at hospital admission (OR [95%CI]; 5.86 [4.83–7.10]), treatment in an LMIC (OR [95%CI]; 2.04 [1.97–2.11]), and tachypnoea at hospital admission (OR [95%CI]; 1.16 [1.14–1.18]). Patients who failed HFNC/NIV had a higher 28-day fatality ratio (OR [95%CI]; 1.27 [1.25–1.30]). Conclusions: In the present international cohort, the most frequently used advanced respiratory support was the HFNC. However, IMV was used more often in LMIC. Higher leucocyte count, tachypnoea, and treatment in LMIC were risk factors for HFNC/NIV failure. HFNC/NIV failure was related to worse clinical outcomes, such as 28-day mortality. Trial registration This is a prospective observational study; therefore, no health care interventions were applied to participants, and trial registration is not applicable
Association of Country Income Level With the Characteristics and Outcomes of Critically Ill Patients Hospitalized With Acute Kidney Injury and COVID-19
- Author
- Abdukahil heryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Abrous Amal
- Absil Lara
- Acker Andrew
- Adachi Shingo
- Adrião Diana
- Ahmed Shakeel
- Ainscough Kate
- Airlangga Eka
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Akwani Chika
- Al Ageel Saleh
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alberti Angela
- Alegesan Senthilkumar
- Alessi Marta
- Alex Beatrice
- Alexandre Kévin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ampaw Phoebe
- Andini Roberto
- Andrey
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart Séverine
- Anthonidass Sivanesen
- Antonelli Massimo
- Antunes de Brito Carlos Alexandre
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asensio Angel
- Ashraf Muhammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atif Minahel
- Atikah Ahmad Ridzuan Siti Nurul
- Atique Anika
- Auchabie Johann
- Aumaitre Hugues
- Auvet Adrien
- Ayadi Kamaluddin Muhammad Aisar
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baillie J. Kenneth
- Baird J Kevin
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Balan Valeria
- Balazote Pablo Serrano
- Bani-Sadr Firouzé
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrelet Audrey
- Barrigoto Cleide
- Barrio Noelia García
- Bartoli Marie
- Baruch Joaquín
- Basmaci Romain
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Bautista Rincon Diego Fernando
- Beane Abigail
- Bedossa Alexandra
- Bee Ker Hong
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beltrão Beatriz Amorim
- Beluze Marine
- Benech Nicolas
- Benjiman Lionel Eric
- Benkerrou Dehbia
- Bennett Suzanne
- Benny Binny
- Bento Luís
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bermejo Carlos Lumbreras
- Bernal Sobrino José Luis
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bidin Farah Nadiah
- Bin Kamarudin Mohd Nazlin
- Binti Mohd Yakop Siti Rohani
- Binti Zaidan Nor Zaila
- Bisoffi Zeno
- Bissuel François
- Biston Patrick
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-Hélène
- Bolaños Isabela
- Bolze Pierre-Adrien
- Bompart François
- Borges Diogo
- Borie Raphaël
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller Kévin
- Bouillet Laurence
- Bouisse Camile
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Braconnier Axelle
- Braga Cynthia
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brewster David
- Brickell Kathy
- Brien Fionnuala O.
- Browne Shaunagh
- Brusse-Keizer Marjolein
- Bryda Petra
- Buchtele Nina
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O.
- Calligy Kate
- Calvache Jose Andres
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Camões João
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castor-Alexandre Guylaine
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavayas Alexandros
- Cely Lina Morales
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chantalat Auger Christelle
- Chapplain Jean-Marc
- Charpentier Charlotte
- Chas Julie
- Chavez-Iniquez Jonathan Samuel
- Che Kamaruddin Zul Amali
- Chen Anjellica
- Chen Yih-Sharng
- Chenard Léo
- Cheng Matthew Pellan
- Cheret Antoine
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chidambaram Suresh Kumar
- Chirouze Catherine
- Chiumello Davide
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chopin Marie-Charlotte
- Chow Ting Soo
- Chow Yock Ping
- Chua Hiu Jian
- Chua Jonathan
- Chávez Iñiguez Jonathan Samuel
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Jennifer
- Claure-Del Granado Rolando
- Claure-Del Granado Rolando
- Clohisey Sara
- Cobb Perren J.
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Jennifer
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connolly Jennifer
- Connor Marie
- Conrad Anne
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse Stéphanie
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Bermúdez Juan Luis
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Curley Gerard
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- D'Ortenzio Eric
- da Silva Filipe Ana
- Da Silva Fernanda Dias
- Da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
- Dai Danyang
- Dai Danyang
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A.
- Dantas Jorge
- de Loughry Gillian
- De Montmollin Etienne
- De Rosa Rosanna
- de Silva Thushan
- de Vries Peter
- Dean David
- Debard Alexa
- DeBenedictis Bianca
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Deconninck Lauren
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delaveuve Eric
- Delavigne Karen
- Dell'Amore Andrea
- Delmas Christelle
- Delobel Pierre
- Delsing Corine
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Desai Mehul
- Descamps Diane
- Desvallées Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhanger Pathik
- Diallo Alpha
- Diamantis Sylvain
- Diaz Juan Jose
- Diaz Rodrigo
- Didier Kévin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet Jérôme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
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- Jenum Synne
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- Johnson David W.
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- Oliveira João
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- Ong David S. Y.
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- Peariasamy Kalaiarasu
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- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Sue
- Williams Bailey
- Williams Patricia J.
- Williams Virginie
- Wils Evert-Jan
- Wittman Jessica
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Xian Gan Ee
- Xian Lim Saio
- Xynogalas Ioannis
- Yamazaki Masaki
- Yang Toh Jordan Zhien
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik Cécile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Zaaqoq Akram
- Zabbe Marion
- Zahid Masliza
- Zahran Maram
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- Elsevier BV
- Publication date
- 26/05/2023
- Field of study
Introduction: Acute kidney injury (AKI) has been identified as one of the most common and significant problems in hospitalized patients with COVID-19. However, studies examining the relationship between COVID-19 and AKI in low- and low-middle income countries (LLMIC) are lacking. Given that AKI is known to carry a higher mortality rate in these countries, it is important to understand differences in this population. Methods: This prospective, observational study examines the AKI incidence and characteristics of 32,210 patients with COVID-19 from 49 countries across all income levels who were admitted to an intensive care unit during their hospital stay. Results: Among patients with COVID-19 admitted to the intensive care unit, AKI incidence was highest in patients in LLMIC, followed by patients in upper-middle income countries (UMIC) and high-income countries (HIC) (53%, 38%, and 30%, respectively), whereas dialysis rates were lowest among patients with AKI from LLMIC and highest among those from HIC (27% vs. 45%). Patients with AKI in LLMIC had the largest proportion of community-acquired AKI (CA-AKI) and highest rate of in-hospital death (79% vs. 54% in HIC and 66% in UMIC). The association between AKI, being from LLMIC and in-hospital death persisted even after adjusting for disease severity. Conclusions: AKI is a particularly devastating complication of COVID-19 among patients from poorer nations where the gaps in accessibility and quality of healthcare delivery have a major impact on patient outcomes
Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasmine Kaur
- Abby Hurd
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abid Khatak
- Adam Ali
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Notari
- Alex Browne
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anders Benjamin Kildal
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Hershey
- Andrew Udy
- Andrey Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Annmarie O'Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- António Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arsalan Rahutullah
- Arshad Taqi
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asfia Sultana
- Asgar Rishu
- Ashraf Sheharyar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Aurelius Bonfasius
- Aurore Bousquet
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Axelle Braconnier
- Ayodhia Pitaloka
- Azlan Mat Soom
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
- Baillie J Kenneth
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barrio Noelia García
- Baruch Joaquín
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- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim Beltrão
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- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- Benoît Roze
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- Bernard Cholley
- Bernhard Roessler
- Bertrand Dussol
- Bianca Boxma
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
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- Bozza Fernando
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- Broadley Tessa
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- Maisa Guimarães de Castro
- Maja Katherine Lingad
- Makoto Uchiyama
- Malte Kohns Vasconcelos
- Mamoru Komatsu
- Mangala Narasimhan
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- Omar Mehkri
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- Oriane Puéchal
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- Petr Glybochko
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- Philippine Eloy
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- Qabas Alkhafajee
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- Rachael McConnochie
- Rachael Parke
- Rachel Cregan
- Rachida Ouissa
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- Rajavardhan Rangappa
- Rajesh Mohan Shetty
- Rajyabardhan Pattnaik
- Rakesh Arora
- Ramakrishnan Nagarajan
- Ramos Grazielle Viana
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- Raph L Hamers
- Raphaël Borie
- Raphaël Favory
- Raquel Pinto
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- Rashid Nasim Khan
- Rasidah Bt Senian
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- Razi Alalqam
- Rebecca Hamidfar
- Rebecca Holt
- Rebekha Garcia
- Renata Barbalho
- Renato Reis
- Renaud Tamisier
- Renee Douma
- Ricard Ferrer-Roca
- Ricardo Fritz
- Richard S Tedder
- Riinu Pius
- Rima Song
- Rita Alves
- Rita Hinchion
- Ritika Ranjan
- Rob Klont
- Robert A Fowler
- Roberta Cavalin
- Roberta Meta
- Roberto Andini
- Roberto Roncon-Albuquerque
- Robin Kobbe
- Rodrigo Diaz
- Roger Claire
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- Ryan Khoo
- Ryan S Thwaites
- Ryuzo Abe
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- Sabin Koirala
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- Sara Taleb
- Sara Ventura
- Sarah E McDonald
- Sarah Isgett
- Sarah Moore
- Sarah Redl
- Sarah Stabler
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- Sergio Poli
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- Sharma Pratima
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- Shaunagh Browne
- Sheeba Hakak
- Sheila Cárcel
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- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C Moore
- Shubha Kalyan Shrestha
- Sia Loong Tonnii
- Sigfrid Louise
- Silvia Castañeda
- Silvia Lourenco
- Sim Choon Ean
- Sim Lim Heng Benedict
- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- Simão Rodeia
- Singh Oinam Budha Charan
- Siobhan Casey
- Siobhan Egan
- Siri Goepel
- Siti Nurul Atikah Ahmad Ridzuan
- Siti Rohani Binti Mohd Yakop
- Siti Zubaidah Othman
- Sivanesen Anthonidass
- Smaragdi Kalomoiri
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- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- Sofía Contreras
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- Sophie Halpin
- Sophie Mahy
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- Stella Rousset
- Stephan Schroll
- Stephanie Nonas
- Stephanie Roberts
- Stephanie Yerkovich
- Stephanie-Susanne Stecher
- Stephen R Knight
- Steve Webb
- Stijn Van de Velde
- Streinu-Cercel Anca
- Stuart Houltham
- Stéphane Jaureguiberry
- Stéphane Lasry
- Stéphane Sallaberry
- Stéphanie Cousse
- Stéphanie Fry
- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
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- Susana Cabral
- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
- Suzanne Bennett
- Suzette Willems
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Syed Muneeb
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Synne Jenum
- Sze Kye Teoh
- Sébastien Preau
- Sérgio Gaião
- Séverine Ansart
- Sílvia Ferreira
- T Eoin West
- Taccone Fabio
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Tala Al-Dabbous
- Tamara Seitz
- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vecham Pavan Kumar
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Janes
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Véronique Lemee
- Víctor Quirós González
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wei Jia
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wils Evert-Jan
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Yael Dishon
- Yan Chyi Tan
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- 28/02/2023
- Field of study
Background: We describe demographic features, treatments and clinical outcomes in the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) COVID-19 cohort, one of the world's largest international, standardized data sets concerning hospitalized patients. Methods: The data set analysed includes COVID-19 patients hospitalized between January 2020 and January 2022 in 52 countries. We investigated how symptoms on admission, co-morbidities, risk factors and treatments varied by age, sex and other characteristics. We used Cox regression models to investigate associations between demographics, symptoms, co-morbidities and other factors with risk of death, admission to an intensive care unit (ICU) and invasive mechanical ventilation (IMV). Results: Data were available for 689 572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10 years 1.49 (95% CI 1.48, 1.49)] and male sex [1.23 (1.21, 1.24)] were associated with a higher risk of death. Rates of admission to an ICU and use of IMV increased with age up to age 60 years then dropped. Symptoms, co-morbidities and treatments varied by age and had varied associations with clinical outcomes. The case-fatality ratio varied by country partly due to differences in the clinical characteristics of recruited patients and was on average 21.5%. Conclusions: Age was the strongest determinant of risk of death, with a ∼30-fold difference between the oldest and youngest groups; each of the co-morbidities included was associated with up to an almost 2-fold increase in risk. Smoking and obesity were also associated with a higher risk of death. The size of our international database and the standardized data collection method make this study a comprehensive international description of COVID-19 clinical features. Our findings may inform strategies that involve prioritization of patients hospitalized with COVID-19 who have a higher risk of death
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Abbas Ali
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Absil Lara
- Acharya Subhash
- Acker Andrew
- Adachi Shingo
- Adam Elisabeth
- Adrião Diana
- Ageel Saleh Al
- Ahmed Shakeel
- Ain Quratul
- Ainscough Kate
- Aisa Tharwat
- Ait Hssain Ali
- Ait Tamlihat Younes
- Akimoto Takako
- Akmal Ernita
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alam Tanvir
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre K. vin
- Alfoudri Huda
- Ali Shah Naseem
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ammerlaan Heidi
- Ampaw Phoebe
- Andini Roberto
- Andrejak Claire
- Angheben Andrea
- Angoulvant François
- Ansart S. verine
- Anthonidass Sivanesen
- Antonelli Massimo
- Antunes de Brito Carlos Alexandre
- Anwar Kazi Rubayet
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arali Rajeshwari
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Aroca Ana
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asaki Motohiro
- Asensio Angel
- Ashley Elizabeth
- Ashraf Muhammad
- Ashraf Sheharyar
- Asim Mohammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atique Anika
- Attanyake A. M. Udara Lakshan
- Auchabie Johann
- Aumaitre Hugues
- Auvet Adrien
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Baird J. Kevin
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Balan Valeria
- Bani-Sadr Firouzé
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Bartoli Marie
- Bartone Cheryl
- Baruch Joaquín
- Bashir Mustehan
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bastos Diego
- Battaglini Denise
- Bauer Jules
- Bautista Rincon Diego Fernando
- Bazan Dow Denisse
- Bedossa Alexandra
- Bee Ker Hong
- Behilill Sylvie
- Beishuizen Albertus
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beltrão Beatriz Amorim
- Beluze Marine
- Benech Nicolas
- Benjiman Lionel Eric
- Benkerrou Dehbia
- Bennett Suzanne
- Bento Luís
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bernal Sobrino José Luis
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Betz Adam
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianchi Isabella
- Bianco Claudia
- Bidin Farah Nadiah
- Bikram Singh Moirangthem
- Bin Humaid Felwa
- Bin Kamarudin Mohd Nazlin
- Bissuel François
- Biston Patrick
- Bitker Laurent
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaarts Alice
- Bogaert Debby
- Boivin Anne-H. lène
- Bolze Pierre-Adrien
- Bompart François
- Bonfasius Aurelius
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller K. vin
- Bouillet Laurence
- Bouisse Camile
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Brack Matthew
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brett Stephen
- Brickell Kathy
- Broadley Tessa
- Browne Alex
- Browne Shaunagh
- Brozzi Nicolas
- Brusse-Keizer Marjolein
- Brás Monteiro Filipa
- Buchtele Nina
- Buesaquillo Christian
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Caceres Eder
- Cadoz Cyril
- Callahan Mia
- Calligy Kate
- Calvache Jose Andres
- Cam João
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carpenter Chloe
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Carton Ed
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- Castrillón Henry
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Ceccato Adrian
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- Leeming Gary
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- Loubet Paul
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- Rashan Thalha
- Rasheed Ghulam
- Rasmin Menaldi
- Rau Cornelius
- Ravi Tharmini
- Raza Ali
- Real Andre
- Rebaudet Stanislas
- Redl Sarah
- Reeve Brenda
- Rehan Ali
- Rehman Attaur
- Reid Liadain
- Reikvam Dag Henrik
- Reis Renato
- Rello Jordi
- Remppis Jonathan
- Remy Martine
- Ren Hongru
- Renk Hanna
- Resende Liliana
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Tiago
- Ribeiro Maria Ines
- Richardson David
- Richardson Denise
- Richier Laurent
- Ridzuan Siti Nurul Atikah Ahmad
- Riera Jordi
- Rios Ana L.
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rivera Nuñez Maria Angelica
- Rizer Nicholas
- Robb Doug
- Robba Chiara
- Roberto André
- Roberts Stephanie
- Robertson David L.
- Robineau Olivier
- Roche-Campo Ferran
- Rodari Paola
- Rodeia Simão
- Rodriguez Abreu Julia
- Roessler Bernhard
- Roger Claire
- Roger Pierre-Marie
- Roilides Emmanuel
- Rojek Amanda
- Romaru Juliette
- Roncon-Albuquerque Jr Roberto
- Roriz M. lanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossetti Matteo
- Rossignol B. nédicte
- Rossignol Patrick
- Rousset Stella
- Roy Carine
- Roze Benoît
- Rusmawatiningtyas Desy
- Russell Clark D.
- Ryan Maeve
- Ryan Maria
- Ryckaert Steffi
- Rygh Holten Aleksander
- Rätsep Indrek
- Saba Isabela
- Sadaf Sairah
- Sadat Musharaf
- Sahraei Valla
- Saint-Gilles Maximilien
- Sakiyalak Pranya
- Salahuddin Nawal
- Salazar Leonardo
- Saleem Jodat
- Sales Gabriele
- Sallaberry Stéphane
- Salmon Gandonniere Charlotte
- Salvator H. lène
- Sanchez de Oliveira Kizy
- Sanchez Olivier
- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-François
- Sandulescu Oana
- Santos Marlene
- Sarfo-Mensah Shirley
- Sarmento Banheiro Bruno
- Sarmiento Iam Claire E.
- Sarton Benjamine
- Satyapriya Sree
- Satyawati Rumaisah
- Saviciute Egle
- Savio Raymond
- Savvidou Parthena
- Saw Yen Tsen
- Schaffer Justin
- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
- Schroll Stephan
- Schwameis Michael
- Schwartz Gary
- Scott Janet T.
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvanayagam Jaganathan
- Selvarajoo Mageswari
- Semaille Caroline
- Semple Malcolm G.
- Senian Rasidah Bt
- Senneville Eric
- Sepulveda Claudia
- Sequeira Filipa
- Sequeira T. nia
- Serpa Neto Ary
- Serrano Balazote Pablo
- Shadowitz Ellen
- Shahidan Syamin Asyraf
- Shahnaz Hasan Mohd
- Shamsah Mohammad
- Shankar Anuraj
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A.
- Shaw Victoria
- Shi Haixia
- Shiban Nisreen
- Shiekh Mohiuddin
- Shiga Takuya
- Shime Nobuaki
- Shimizu Hiroaki
- Shimizu Keiki
- Shimizu Naoki
- Shindo Nahoko
- Shrapnel Sally
- Shum Hoi Ping
- Si Mohammed Nassima
- Siang Ng Yong
- Sibiude Jeanne
- Siddiqui Atif
- Sigfrid Louise
- Sillaots Piret
- Silva Catarina
- Silva Maria Joao
- Silva Rogério
- Sim Lim Heng Benedict
- Sin Wai Ching
- Singh Budha Charan
- Singh Punam
- Sitompul Pompini Agustina
- Sivam Karisha
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Soh Tze Vee
- Solis Monserrat
- Solomon Joshua
- Solomon Tom
- Somers Emily
- Sommet Agnès
- Song Chia Jack
- Song Myung Jin
- Song Rima
- Song Tae
- Sonntagbauer Michael
- Soom Azlan Mat
- Sotto Alberto
- Soum Edouard
- Sousa Uva Maria
- Sousa Ana Chora
- Sousa Marta
- Souza-Dantas Vicente
- Sperry Alexandra
- Spinuzza Elisabetta
- Sri Darshana B. P. Sanka Ruwan
- Sriskandan Shiranee
- Stabler Sarah
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Steinsvik Trude
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Strudwick Samantha
- Stuart Ami
- Stuart David
- Subekti Decy
- Suen Gabriel
- Suen Jacky Y.
- Sukumar Prasanth
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- Suppiah Deepashankari
- Surovcová Magdalena
- Suwarti Suwarti
- Svistunov Andrey A.
- Syahrin Sarah
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Sánchez Choez Xavier
- Tabrizi Shirin
- Taccone Fabio S.
- Tagherset Lysa
- Taib Shahdattul Mawarni
- Talarek Ewa
- Taleb Sara
- Talsma Jelmer
- Tampubolon Maria Lawrensia
- Tan Kim Keat
- Tan Le Van
- Tan Yan Chyi
- Tanaka Clarice
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tanveer Hussain
- Taqdees Huda
- Taqi Arshad
- Tardivon Coralie
- Tattevin Pierre
- Taufik M. Azhari
- Tawfik Hassan
- Tedder Richard S.
- Tee Tze Yuan
- Teixeira João
- Tejada Sofia
- Tellier Marie-Capucine
- Teoh Sze Kye
- Teotonio Vanessa
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- Thabit Alif Adlan Mohd
- Tham Zhang Duan
- Thangavelu Suvintheran
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill Benoît
- Thirumanickam Jananee
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thurai Surain Raaj Thanga
- Thuy Duong Bich
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-François
- Tirupakuzhi Vijayaraghavan Bharath Kumar
- Tissot Noémie
- Toh Jordan Zhien Yang
- Toki Maria
- Tolppa Timo
- Tonby Kristian
- Tonnii Sia Loong
- Torres Santos-Olmo Rosario Maria
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Traynor Damien
- Treoux Théo
- Trieu Huynh Trung
- Tripathy Swagata
- Tromeur C. cile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turmel Jean-Marie
- Turtle Lance C. W.
- Tveita Anders
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udayanga P. G. Ishara
- Udy Andrew
- Ullrich Roman
- Umer Zubair
- Uribe Alberto
- Usman Asad
- Vajdovics Cristinava
- Val-Flores Luís
- Valle Ana Luiza
- Valran Amélie
- van de Velde Stijn
- van den Berge Marcel
- van der Feltz Machteld
- van der Valk Paul
- van der Vekens Nicky
- van der Voort Peter
- van der Werf Sylvie
- van Dyk Marlice
- van Gulik Laura
- van Hattem Jarne
- van Lelyveld Steven
- van Netten Carolien
- van Twillert Gitte
- van Veen Ilonka
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Varrone Michael
- Vasudayan Shoban Raj
- Vauchy Charline
- Vaughan Helen
- Veeran Shaminee
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vidal José Ernesto
- Vieira C. sar
- Vijayan Deepak
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Vinh Chau Nguyen Van
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Wan Muhd Shukeri Wan Fadzlina
- Wang Chih-Hsien
- Webb Steven Anthony
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wing Yiu Ng
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Xian Gan Ee
- Xian Lim Saio
- Xuan Kuan Pei
- Xynogalas Ioannis
- Yacoub Sophie
- Yakop Siti Rohani Binti Mohd
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yee Liang Hing Nicholas
- Yelnik C. cile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zaidan Nor Zaila Binti
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zawadka Konrad
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/12/2021
- Field of study
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasiyah Rashan 9
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abi Beane 10
- Abid Khatak
- Abigail Beane
- Adam Ali
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Aidan Burrell
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Cucino
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Martinelli
- Alessandra Notari
- Alex Browne
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Alfredo Antonio Chetta
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Alistair Nichol
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amanda Rojek 5
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amiel A Dror
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Aroca
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Luiza Valle
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anais Rampello
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Benteson Nygaard
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Dias
- Andrea Kelly
- Andrea Rossanese
- Andrea Ticinesi
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Dagens 5
- Andrew Hershey
- Andrew Law
- Andrew Letizia
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andrés Orquera
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Annmarie O'Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- António Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arne Søraas
- Arsalan Rahutullah
- Arshad Taqi
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asami Ito
- Asfia Sultana
- Asgar Rishu
- Ashraf Sheharyar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Audrey Dubot-Pérès
- Aurelius Bonfasius
- Aurore Bousquet
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Axelle Braconnier
- Ayodhia Pitaloka
- Azlan Mat Soom
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barbara Wanjiru Citarella
- Barbara Wanjiru Citarella 5
- Basanta Gauli
- Basri Mat Nor
- Bato Hammarström
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim Beltrão
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- Benoît Roze
- Benoît Thill
- Bernard Cholley
- Bernardo Neves
- Bernhard Roessler
- Bertrand Dussol
- Bharath Kumar Tirupakuzhi Vijayaraghavan
- Bianca Boxma
- Bianca DeBenedictis
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Bouchra Loufti
- Bountoy Sibounheuang
- Brenda Molloy
- Brenda Reeve
- Brian Marsh
- Brigid Flynn
- Brigitte Elharrar
- Briseida Parra
- Bronner P Gonçalves
- Bronner P Gonçalves 5
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- Bénédicte Lefebvre
- Bénédicte Rossignol
- Caitriona Cody
- Calvin Wong
- Cameron J Fairfield
- Camile Bouisse
- Camilla Lund Søraas
- Camille Couffignal
- Caren Friedrich
- Carine Roy
- Carla Eira
- Carlo Ferrari
- Carlo Giaquinto
- Carlos Alexandre Antunes de Brito
- Carlos Lumbreras Bermejo
- Carlos M Luna
- Carlos Pimentel
- Carlotta Mutti
- Carmen Infante Dominguez
- Carola Pierobon
- Carolien van Netten
- Caroline Kosgei
- Caroline Martins Rego
- Caroline Mudara
- Caroline Semaille
- Carolline Araujo
- Carrol Gamble
- Cassidy Codan
- Cassie Lawrence
- Catarina Pires
- Catarina Silva
- Caterina Caminiti
- Catherine A Shaw
- Catherine Blier
- Catherine Chakveatze
- Catherine Chirouze
- Catherine L Hough
- Catherine Marquis
- Catherine Motherway
- Cecile Azoulay
- Cecilia Canepa
- Ceila Maria Sant'Ana Malaque
- Celina Turchi Martelli
- Chamira Kodippily
- Chan Chee Eng
- Chantre Lima
- Charbel Maroun Eid
- Charlene Da Silveira
- Charles Crepy D'Orleans
- Charline Vauchy
- Charlotte Salmon Gandonniere
- Charlotte Summers
- Cheryl Bartone
- Chian Hui Yeoh
- Chiara Robba
- Chiara Simona Cardellino
- Chiara Vitiello
- Chih-Hsien Wang
- Chloe Donohue
- Chris Kandel
- Chris McKay
- Christel Arnold-Day
- Christelle Chantalat Auger
- Christelle Delmas
- Christelle Paul
- Christelle Tual
- Christian Buesaquillo
- Christian Prebensen
- Christian Rabaud
- Christiana Kartsonaki
- Christiana Kartsonaki 5
- Christl A Donnelly
- Christophe Fraser
- Christophe Rapp
- Christopher A Green
- Christy Kay
- Claire Andrejak
- Claire Foley
- Claire Kelly
- Claire Levy-Marchal
- Claire Roger
- Clara Flateau
- Clara Mouton Perrot
- Clare Jackson
- Clarice Tanaka
- Clark D Russell
- Clark D Russell 8
- Clark Owyang
- Claudia Bianco
- Claudia Figueiredo-Mello
- Claudia Milena Orozco-Chamorro
- Claudia Montes
- Claudia Sepulveda
- Claudina Cruz
- Claudine Badr
- Claudio Duarte Fonseca
- Cleide Barrigoto
- Clotilde Allavena
- Clément Le Bihan
- Coca Necsoi
- Coilin Smyth
- Colin McArthur
- Colin McCloskey
- Coline Jaud-Fischer
- Colleen Curran
- Conar O'Neil
- Coralie Khan
- Coralie Tardivon
- Corine Delsing
- Corinne Daniel
- Cornelius Rau
- Courtney Greene
- Craig French
- Cristina De Rose
- Cristinava Vajdovics
- Cynthia Alegre
- Cynthia Braga
- Cyril Cadoz
- Cyril Le Bris
- Cécile Goujard
- Cécile Mear-Passard
- Cécile Tromeur
- Cécile Yelnik
- Cédric Joseph
- Cédric Laouénan
- Céline Dorival
- Céline Ficko
- Céline Michelanglei
- César Vieira
- Dafsah Juzar
- Dag Henrik Reikvam
- Daisuke Kasugai
- Dalia Lopez-Colon
- Damien Bouhour
- Dan Meyer
- Daniel Glikman
- Daniel Haber
- Daniel Herr
- Daniel Ivulich
- Daniel Marino
- Daniel Mathieu
- Daniel Munblit
- Daniel Perez
- Daniel Vidali Fryer 6
- Daniela Guerreiro
- Danielle Jaafar
- Danilo Buonsenso
- Danoy Chommanam
- Darakhshan Kanwal
- Dario Sinatti
- Darren Dahly
- Darshana Hewa Kandamby
- Dave Nagpal
- David Bellemare
- David Dean
- David L Robertson
- David Maslove
- David Molina
- David Richardson
- David S Y Ong
- David Stuart
- David Thomson
- David Zucman
- Davide Chiumello
- Dawn Higgins
- Debby Bogaert
- Decy Subekti
- Deepak Vijayan
- Deepali Kumar
- Deepashankari Suppiah
- Dehbia Benkerrou
- Deirdre Flynn
- Delphine Bachelet
- Delphine Bergeaud
- Delphine Lariviere
- Demetrios Kutsogiannis
- Denis Butnaru
- Denis Garot
- Denis Malvy
- Denisa Khoo
- Denise Battaglini
- Denise Foster
- Denise Jaworsky
- Denise Richardson
- Denisse Bazan Dow
- Derbrenn OConnor
- Desy Rusmawatiningtyas
- Detlef Kindgen-Milles
- Dewi Guellec
- Diana Adrião
- Diana Póvoas
- Diane Descamps
- Diane Ponscarme
- Didier Laureillard
- Diego Bastos Porto
- Diego de Mendoza
- Diego Fernando Bautista Rincon
- Diego Franch-Llasat
- Diego Rolando Morocho Tutillo
- Dimitra Melia Myrodia
- Dinesh Kuriakose
- Diogo Borges
- Diogo Lopes
- Diptesh Aryal
- Djura Piersma
- Domenico Luca Grieco
- Dominic So
- Dominique Deplanque
- Dominique Luton
- Dori-Ann Martin
- Dorothea Rosenberger
- Dorothy Breen
- Dounia Bouhmani
- Douwe F Postma
- Dr Rajesh Mohan Shetty
- Drashti Patel
- Dubravka Supic
- Duc Nguyen
- Duong Bich Thuy
- Dwi Utomo Nusantara
- Dyah Kanyawati
- Dzawani Muhamad
- Ebenezer Rabindrarajan
- Edel Meaney
- Eder Caceres
- Edmund Manning
- Edouard Soum
- Edward Wilson Grandin
- Edwin Fernando Paredes Oña
- Efstathia Mihelis
- Eglantine Ferrand Devouge
- Egle Saviciute
- Eibhilin Higgins
- Eka Airlangga
- Eka Yudha Lantang
- Elaine Conway
- Elaine Gilroy
- Elaine McPartlan
- Elena Gallego Curto
- Elena Molinos
- Elena Ranza
- Elias Iosifidis
- Elisa Demonchy
- Elisabeth Adam
- Elisabeth Botelho-Nevers
- Elisabetta Spinuzza
- Elise Artaud-Macari
- Elizabeth Ashley
- Ellen Shadowitz
- Elodie Curlier
- Elsa Nyamankolly
- Else Quist-Paulsen
- Ema Leal
- Eman Al Qasim
- Emanuele Durante-Mangoni
- Emily Martin
- Emily Neumann
- Emily Somers
- Emma C Thomson
- Emma Clarke
- Emma Costigan
- Emmanuel Roilides
- Emmanuelle A Dankwa
- Emmanuelle Denis
- Emmanuelle Mercier
- Enrico Adriano
- Eric D'Ortenzio
- Eric Delaveuve
- Eric Gnall
- Eric Oziol
- Eric Senneville
- Erica Bak
- Erlina Burhan
- Erni Nelwan
- Ernita Akmal
- Erwan Fourn
- Erwan L'Her
- Esteban Garcia-Gallo
- Esteban Garcia-Gallo 1
- Ethan Kurtzman
- Etienne De Montmollin
- Eva Geraud
- Eva Miranda Marwali
- Eva Stolz
- Eve Defous
- Evelyne Kestelyn
- Evert-Jan Wils
- Ewa Talarek
- Ewen M Harrison
- Eyrun Floerecke Kjetland Kjetland
- Eyvind W Axelsen
- Fabian Patauner
- Fabio Guarracino
- Fabio S Taccone
- Fabrice Laine
- Fakhir Haidri
- Fanny Vuotto
- Fara Diop
- Farah Nadia Mohd-Hanafiah
- Farah Nadiah Bidin
- Federica Fogliazza
- Federica Garofalo
- Federico D'Amico
- Felwa Bin Humaid
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- Ferran Roche-Campo
- Ferruccio Mele
- Filipa Brás Monteiro
- Filipa Cardoso
- Filipa Sequeira
- Filipe Cardoso
- Filomena Boccia
- Fiona Griffiths
- Fionnuala O Brien
- Firouzé Bani-Sadr
- Florence Jego
- Florent Peelman
- Florentia Kaguelidou
- Flávio Marino
- France Mentré
- Francesca Carlacci
- Francesco Rausa
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- Stuart Houltham
- Stéphane Jaureguiberry
- Stéphane Lasry
- Stéphane Sallaberry
- Stéphanie Cousse
- Stéphanie Fry
- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- Sue Smith 5
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
- Surya Otto Wijaya
- Susana Cabral
- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
- Suzanne Bennett
- Suzette Willems
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Syed Muneeb
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Synne Jenum
- Sze Kye Teoh
- Sébastien Preau
- Sérgio Gaião
- Séverine Ansart
- Sílvia Ferreira
- T Eoin West
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Takuya Shiga
- Tala Al-Dabbous
- Tamara Seitz
- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tatsuya Kawasaki
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thipsavanh Bounphiengsy
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tiziana Meschi
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Touxiong Yiaye
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valeria Balan 5
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Viladeth Praphasiri
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Volkan Korten
- Véronique Lemee
- Víctor Quirós González
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xavier Sánchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yuli V Fuentes 1
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use
Description and performance of track and primary-vertex reconstruction with the CMS tracker
- Author
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdelalim Ahmed Ali
- Abdullin Salavat
- Abdulsalam Abdulla
- Acosta Darin
- Acosta John Gabriel
- Adair Antony
- Adam Wolfgang
- Adams Mark Raymond
- Adams Todd
- Adiguzel Aytul
- Adler Volker
- Adzic Petar
- Agram Jean-Laurent
- Aguilar-Benitez Manuel
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmed Imtiaz
- Ahuja Sudha
- Akchurin Nural
- Akgun Bora
- Akgun Ugur
- Akin Ilina Vasileva
- Alagoz Enver
- Albajar Carmen
- Albayrak Elif Asli
- Albergo Sebastiano
- Albert Eric
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Alderweireldt Sara
- Aldá Júnior Walter Luiz
- Alexander James
- Aliev Takhmasib
- Alimena Juliette
- Alverson George
- Alves Gilvan
- Amapane Nicola
- Amsler Claude
- Anagnostou Georgios
- Anastassov Anton
- Anderson Ian
- Anderson Jacob
- Andrea Jeremy
- Andreev Valeri
- Andreev Vladimir
- Andreev Yuri
- Andrews Warren
- Androsov Konstantin
- Antonelli Louis
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Appelt Eric
- Apresyan Artur
- Apyan Aram
- Arcidiacono Roberta
- Arenton Michael Wayne
- Arezzini Silvia
- Arfaei Hessamaddin
- Argiro Stefano
- Arndt Kirk
- Arneodo Michele
- Arora Sanjay
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asghar Muhammad Irfan
- Asin Ivan
- Askew Andrew
- Aslanoglou Xenofon
- Assran Yasser
- Ata Metin
- Attikis Alexandros
- Auffray Etiennette
- Autermann Christian Tobias
- Auzinger Georg
- Avdeeva Ekaterina
- Avery Paul
- Avetisyan Aram
- Avila Carlos
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzolini Virginia
- Azzurri Paolo
- Baarmand Marc M.
- Babb John
- Baber Mark
- Bacchetta Nicola
- Bachmair Felix
- Bachtis Michail
- Baden Drew
- Baffioni Stephanie
- Bagliesi Giuseppe
- Bahtiyar Hüseyin
- Baillon Paul
- Bainbridge Robert
- Bakhshiansohi Hamed
- Bakirci Mustafa Numan
- Ball Austin
- Ban Yong
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Monika
- Bansal Sunil
- Barbagli Giuseppe
- Barberis Emanuela
- Barbieri Richard
- Barbone Lucia
- Barfuss Anne-Fleur
- Bargassa Pedrame
- Barge Derek
- Baringer Philip
- Barker Anthony
- Barlas Esra
- Barnett Bruce Arnold
- Barney David
- Barone Luciano
- Bartalini Paolo
- Barth Christian
- Bartosik Nazar
- Bartz Ed
- Barvich Tobias
- Basegmez Suzan
- Basti Andrea
- Battilana Carlo
- Bauer Gerry
- Bauerdick Lothar A. T.
- Baulieu Guillaume
- Baumgartel Darin
- Baus Colin
- Bayshev Igor
- Bazterra Victor Eduardo
- Bean Alice
- Beauceron Stephanie
- Beaudette Florian
- Beaumont Willem
- Beaupere Nicolas
- Becker Robert
- Beernaert Kelly
- Behnamian Hadi
- Behr Joerg
- Behrenhoff Wolf
- Behrens Ulf
- Beirão Da Cruz E Silva Cristóvão
- Belforte Stefano
- Beliy Nikita
- Belknap Donald
- Bell Alan James
- Bell Ken W.
- Bellan Riccardo
- Bellato Marco
- Beluffi Camille
- Belyaev Alexander
- Belyaev Andrey
- Benaglia Andrea
- Bencze Gyorgy
- Bendavid Joshua
- Benedetti Daniele
- Benelli Gabriele
- Benhabib Lamia
- Beni Noemi
- Benitez Jose F.
- Benucci Leonardo
- Benussi Luigi
- Benvenuti Alberto
- Beranek Sarah
- Beretvas Andrew
- Bergauer Thomas
- Berger Joram
- Berger Lutz Olaf
- Bergholz Matthias
- Beri Suman Bala
- Bernardes Cesar Augusto
- Bernardini Jacopo
- Bernet Colin
- Berruti Gaia Maria
- Berry Douglas
- Berry Edmund
- Berryhill Jeffrey
- Bertl Willi
- Besancon Marc
- Betchart Burton
- Bethani Agni
- Betts Russell Richard
- Bhardwaj Ashutosh
- Bhat Pushpalatha C.
- Bhatnagar Vipin
- Bhattacharya Saptaparna
- Bhattacharya Satyaki
- Bhatti Anwar
- Bialkowska Helena
- Bian Jian-Guo
- Bianchi Giovanni
- Bianchini Lorenzo
- Bianco Stefano
- Biasini Maurizio
- Biino Cristina
- Bilei Gian Mario
- Bilin Bugra
- Bilki Burak
- Bilmis Selcuk
- Bisello Dario
- Biskop Heike
- Bissi Lucia
- Bitioukov Sergei
- Blanchot Georges
- Blekman Freya
- Blobel Volker
- Bloch Daniel
- Bloch Philippe
- Bloom Kenneth
- Bluj Michal
- Blumenfeld Barry
- Blyweert Stijn
- Boccali Tommaso
- Bocci Andrea
- Bochenek Joseph
- Bodek Arie
- Boegelspacher Felix
- Boimska Bożena
- Bolla Gino
- Bolognesi Sara
- Bonacorsi Daniele
- Bonato Alessio
- Bondu Olivier
- Bonnin Christian
- Bontenackels Michael
- Boos Edouard
- Bornheim Adolf
- Borras Kerstin
- Borrello Laura
- Bortignon Pierluigi
- Bortoletto Daniela
- Bose Suvadeep
- Bose Tulika
- Bosi Filippo
- Botta Cristina
- Boudoul Gaelle
- Bouhali Othmane
- Bourilkov Dimitri
- Boutle Sarah
- Bradmiller-Feld John
- Braibant-Giacomelli Sylvie
- Branca Antonio
- Branson James G.
- Breedon Richard
- Breto Guillermo
- Breuker Horst
- Brew Christopher
- Brianzi Mirko
- Brigliadori Luca
- Brigljevic Vuko
- Brinkerhoff Andrew
- Broccolo Giuseppe
- Brochero Cifuentes Javier Andres
- Brochet Sébastien
- Brom Jean-Marie
- Brona Grzegorz
- Brooke James John
- Brown Robert M.
- Brownson Eric
- Brun Hugues
- Bruno Giacomo
- Bubna Mayur
- Buchmann Marco-Andrea
- Buchmuller Oliver
- Bucinskaite Inga
- Buhmann Peter
- Bunin Pavel
- Bunkowski Karol
- Bunn Julian
- Buontempo Salvatore
- Burgmeier Armin
- Burkett Kevin
- Burt Kira
- Burton Darren
- Busson Philippe
- Busza Wit
- Butler Joel Nathan
- Butler Philip H.
- Butt Jamila
- Butz Erik
- Bylsma Ben
- Bäni Lukas
- Böser Christian
- Bösiger Kurt
- Cabrillo Iban Jose
- Caebergs Thierry
- Caillol Cécile
- Cakir Altan
- Calabria Cesare
- Calamba Aristotle
- Calderon De La Barca Sanchez Manuel
- Calderon Alicia
- Cali Ivan Amos
- Calligaris Luigi
- Calpas Betty
- Calvert Brian
- Calvo Enrique
- Calzolari Federico
- Campagnari Claudio
- Campanini Renato
- Campbell Alan
- Camporesi Tiziano
- Candelise Vieri
- Canelli Maria Florencia
- Cankocak Kerem
- Capiluppi Paolo
- Cappello Gigi
- Cardaci Marco
- Cariola Pasquale
- Carlin Roberto
- Carlsmith Duncan
- Carrillo Montoya Camilo Andres
- Carrillo Moreno Salvador
- Carroll Ryan
- Cartiglia Nicolo
- Carvalho Wagner
- Casal Bruno
- Casarsa Massimo
- Casasso Stefano
- Casimiro Linares Edgar
- Castaldi Rino
- Castello Roberto
- Castilla-Valdez Heriberto
- Castro Andrea
- Caudron Adrien
- Caudron Julien
- Cavallari Francesca
- Cavallo Francesca Romana
- Cavallo Nicola
- Cavanaugh Richard
- Ceard Ludivine
- Centis Vignali Matteo
- Cepeda Maria
- Cerati Giuseppe Benedetto
- Cerci Salim
- Ceresa Davide
- Cerminara Gianluca
- Cerrada Marcos
- Cervantes Mayra
- Chabert Eric Christian
- Chakaberia Irakli
- Chamizo Llatas Maria
- Chan Kwok Ming
- Chan Matthew
- Chang Paoti
- Chang Sunghyun
- Chang You-Hao
- Chang Yu-Wei
- Chanon Nicolas
- Chao Yuan
- Chaparro Sierra Luisa Fernanda
- Charaf Otman
- Charles Laurent
- Charlot Claude
- Chasco Matthew
- Chasserat Julien
- Chatrchyan Serguei
- Chatterjee Avishek
- Chatterjee Kalyanmoy
- Chatterjee Rajdeep Mohan
- Chauhan Sushil
- Checchia Paolo
- Checcucci Bruno
- Chen Guo-Ming
- Chen He-Sheng
- Chen Jie
- Chen Kai-Feng
- Chen Kuan-Hsin
- Chen Mingshui
- Chen Po-Hsun
- Chen Yi
- Cheng Tongguang
- Cherepanov Vladimir
- Chertok Maxwell
- Chetluru Vasundhara
- Cheung Harry
- Chhibra Simranjit Singh
- Chierici Roberto
- Chinellato Jose
- Chiochia Vincenzo
- Chiorboli Massimiliano
- Chlebana Frank
- Choi Minkyoo
- Choi Suyong
- Choi Young Kyu
- Choi Young-Il
- Chou John Paul
- Choudhary Brajesh C.
- Choudhury Somnath
- Chramowicz John
- Christiansen Jorgen
- Christiansen Tim
- Christopher Grant
- Chwalek Thorsten
- Chávez Niemelä Aleksis Osku
- Ciampa Alberto
- Ciangottini Diego
- Ciaranfi Roberto
- Ciesielski Robert
- Cihangir Selcuk
- Cimmino Anna
- Ciocci Maria Agnese
- Cittolin Sergio
- Ciulli Vitaliano
- Civinini Carlo
- Claes Daniel R.
- Clare Robert
- Clarida Warren
- Clement Emyr
- Clerbaux Barbara
- Cline David
- CMS Collaboration
- Coarasa Perez Jose Antonio
- Cockerill David J. A.
- Codispoti Giuseppe
- Colafranceschi Stefano
- Colaleo Anna
- Cole Joanne
- Colino Nicanor
- Collard Caroline
- Colling David
- Colombo Fabio
- Contardo Didier
- Conte Eric
- Conti Elia
- Contreras-Campana Christian
- Contreras-Campana Emmanuel
- Conway John
- Conway Rylan
- Cooper Seth
- Cooper William
- Cornelis Tom
- Correa Martins Junior Marcos
- Cossutti Fabio
- Costa Marco
- Costa Salvatore
- Costantini Silvia
- Costanza Francesco
- Couderc Fabrice
- Coughlan John A.
- Cousins Robert
- Covarelli Roberto
- Cowden Christopher
- Cox Bradley
- Cox Peter Timothy
- Creanza Donato
- Cremaldi Lucien Marcus
- Cripps Nicholas
- Crucy Shannon
- Cuevas Javier
- Cuffiani Marco
- Cumalat John Perry
- Cussans David
- Custódio Analu
- Cutajar Michael
- Cutts David
- Cwiok Mikolaj
- Czellar Sandor
- D'Agnolo Raffaele Tito
- D'Alessandro Raffaello
- D'Alfonso Mariarosaria
- D'Angelo Pasqualino
- D'Auria Andrea
- D'Enterria David
- D'Hondt Jorgen
- Da Silva Di Calafiori Diogo Raphael
- Da Silveira Gustavo Gil
- Dabrowski Anne
- Daci Nadir
- Daguin Jerome
- Dahmes Bryan
- Dahms Torsten
- Dalchenko Mykhailo
- Dall'Osso Martino
- Dallavalle Gaetano-Marco
- Damgov Jordan
- Danielson Thomas
- Das Souvik
- Daskalakis Georgios
- Dasu Sridhara
- Daubie Evelyne
- Dauncey Paul
- David Tinoco Mendes Andre
- Davies Gavin
- De Almeida Dias Flavia
- de Barbaro Pawel
- De Benedetti Abraham
- De Boer Wim
- De Callatay Bernard
- De Cosa Annapaola
- De Filippis Nicola
- De Gruttola Michele
- De Guio Federico
- De Jesus Damiao Dilson
- De La Cruz Begona
- De La Cruz-Burelo Eduard
- De Lentdecker Gilles
- De Mattia Marco
- De Moraes Gregores Eduardo
- De Oliveira Martins Carley
- De Palma Mauro
- De Robertis Giuseppe
- De Roeck Albert
- de Trocóniz Jorge F.
- De Visscher Simon
- De Wolf Eddi A.
- Degano Alessandro
- Deisher Amanda
- Deiters Konrad
- Dejardin Marc
- Del Re Daniele
- Del Rocio Vargas Trevino Andrea
- Delaere Christophe
- Delannoy Andrés G.
- Delgado Peris Antonio
- Dell'Orso Roberto
- Della Negra Michel
- Della Ricca Giuseppe
- Demaria Natale
- Demina Regina
- Demiragli Zeynep
- Demortier Luc
- Denegri Daniel
- Deniz Muhammed
- Depasse Pierre
- Deptuch Grzegorz
- Dermenev Alexander
- Derylo Greg
- Descroix Alexis
- Detraz Stephane
- Devroede Olivier
- Deyrail Dominique
- Dhingra Nitish
- Di Giovanni Gian Piero
- Di Guida Salvatore
- Di Marco Emanuele
- Di Matteo Leonardo
- Diamond Brendan
- Diemoz Marcella
- Dierlamm Alexander
- Dietz Charles
- Dietz-Laursonn Erik
- Diez Pardos Carmen
- Dildick Sven
- Dilsiz Kamuran
- Dimitrov Anton
- Dinardo Mauro Emanuele
- Dishaw Adam
- Dissertori Günther
- Dittmann Jay
- Dittmar Michael
- Djambazov Lubomir
- Dobrzynski Ludwik
- Dobson Marc
- Dobur Didar
- Doesburg Robert
- Dolen James
- Dolinska Ganna
- Dominguez Aaron
- Dominik Wojciech
- Domínguez Vázquez Daniel
- Donato Silvio
- Donegà Mauro
- Dooling Samantha
- Dordevic Milos
- Dorigo Tommaso
- Dorland Tyler
- Dorney Brian
- Doroba Krzysztof
- Dos Reis Martins Thiago
- Dozen Candan
- Dragicevic Marko
- Dragoiu Cosmin
- Drell Brian Robert
- Dremin Igor
- Drouhin Frédéric
- Drozdetskiy Alexey
- Du Pree Tristan
- Du Ran
- Duarte Campderros Jordi
- Duarte Javier
- Dubinin Mikhail
- Duchardt Deborah
- Dudero Phillip Russell
- Dudko Lev
- Dugad Shashikant
- Duggan Daniel
- Dumanoglu Isa
- Dupont-Sagorin Niels
- Duric Senka
- Durkin Lloyd Stanley
- Duru Firdevs
- Dutta Dipanwita
- Dutta Suchandra
- Dutta Valentina
- Dünser Marc
- Eber Robert
- Eckerlin Guenter
- Ecklund Karl Matthew
- Eckstein Doris
- Edelhoff Matthias
- Eerola Paula
- Eggert Nicholas
- Eichhorn Thomas
- Ekmedzic Marko
- El Mamouni Houmani
- Elgammal Sherif
- Eller Philipp
- Elliott-Peisert Anna
- Ellison John Anthony
- Ellithi Kamel Ali
- Elmer Peter
- Elvira Victor Daniel
- Enderle Holger
- Eno Sarah Catherine
- Epshteyn Vladimir
- Erbacher Robin
- Erdmann Martin
- Erdmann Wolfram
- Erdogan Yusuf
- Erfle Joachim
- Erhan Samim
- Ershov Alexander
- Erö Janos
- Eshaq Yossof
- Eskut Eda
- Esser Hans
- Etesami Seyed Mohsen
- Eugster Jürg
- Eusebi Ricardo
- Evangelou Ioannis
- Evans David
- Evdokimov Olga
- Everaerts Pieter
- Everett Adam
- Fabbri Fabrizio
- Fabbri Franco
- Fabbricatore Pasquale
- Fabbro Bernard
- Fabjan Christian
- Fabozzi Francesco
- Faccio Federico
- Faccioli Pietro
- Fahim Ali
- Fan Jiawei
- Fanfani Alessandra
- Fangmeier Caleb
- Fantasia Cory
- Fanò Livio
- Farrell Chris
- Fasanella Daniele
- Faulkner James
- Faure Jean-Louis
- Favaro Carlotta
- Favart Denis
- Favart Laurent
- Fay Jean
- Fedi Giacomo
- Fehling David
- Feindt Michael
- Felcini Marta
- Feld Lutz
- Felici Daniele
- Ferapontov Alexey
- Ferbel Thomas
- Ferencek Dinko
- Ferguson Thomas
- Ferguson William
- Fernandez Bedoya Cristina
- Fernandez Menendez Javier
- Fernandez Marcos
- Fernández Ramos Juan Pablo
- Ferrando Antonio
- Ferreira Parracho Pedro Guilherme
- Ferretti Roberta
- Ferri Federico
- Ferro Cristina
- Ferro Fabrizio
- Field Richard D.
- Finger Jr. Michael
- Finger Miroslav
- Fiore Luigi
- Fiorendi Sara
- Fiori Francesco
- Fischer Robert
- Fisher Matthew
- Fisk Ian
- Flacher Henning
- Flanagan Will
- Flix Jose
- Florent Alice
- Flores Chad
- Florez Carlos
- Flouris Giannis
- Flowers Kristen
- Flowers Sean
- Flucke Gero
- Flügge Günter
- Focardi Ettore
- Folgueras Santiago
- Fonseca De Souza Sandro
- Fontaine Jean-Charles
- Ford William T.
- Forthomme Laurent
- Foudas Costas
- Fouz Maria Cruz
- Foà Lorenzo
- Francis Brian
- Franco Sevilla Manuel
- Franco Michele
- Frank Norbert
- Franzoni Giovanni
- Frazier Robert
- Freeman Jim
- Frensche Benno
- Friedl Markus
- Friis Evan
- Frueboes Tomasz
- Fruehwirth Rudolf
- Fu Yu
- Fulcher Jonathan
- Funk Wolfgang
- Furic Ivan-Kresimir
- Futyan David
- Gabusi Michele
- Gadrat Sébastien
- Gaioni Luigi
- Galanti Mario
- Gallinaro Michele
- Gallo Elisabetta
- Gamsizkan Halil
- Ganguly Sanmay
- Ganjour Serguei
- Gao Yanyan
- Garabedian Alex
- Garcia Guillaume
- Garcia-Abia Pablo
- Garcia-Bellido Aran
- Gardner Michael
- Garutti Erika
- Gary J. William
- Gascon Susan
- Gasparini Fabrizio
- Gasparini Ugo
- Gaultney Vanessa
- Gauthier Lucie
- Gavrilenko Mikhail
- Gavrilov Vladimir
- Gay Arnaud
- Gaz Alessandro
- Geenen Heiko
- Geffert Paul
- Geiser Achim
- Geisler Matthias
- Gelé Denis
- Genchev Vladimir
- Gennai Simone
- George Christopher
- George Jimin
- Geralis Theodoros
- Gerber Cecilia Elena
- Gerosa Raffaele
- Gershtein Yuri
- Geurts Frank J. M.
- Ghete Vasile Mihai
- Ghezzi Alessio
- Ghosh Saranya
- Giacomelli Paolo
- Giammanco Andrea
- Giassi Alessandro
- Gibbons Lawrence Kent
- Giffels Manuel
- Gigi Dominique
- Gilbert Andrew
- Gill Karl
- Gilmore Jason
- Gingu V. Cristinel
- Giordano Domenico
- Giordano Ferdinando
- Girgis Semiray
- Girone Maria
- Giubilato Piero
- Giunta Marina
- Givernaud Alain
- Glege Frank
- Glushkov Ivan
- Gninenko Sergei
- Gobbo Benigno
- Godinovic Nikola
- Godshalk Andrew
- Goebel Kristin
- Goerlach Ulrich
- Goetzmann Christophe
- Goh Junghwan
- Gokbulut Gul
- Goldenzweig Pablo
- Goldstein Joel
- Golf Frank
- Gollapinni Sowjanya
- Golovtsov Victor
- Golubev Nikolai
- Golutvin Igor
- Gomber Bhawna
- Gomez Ceballos Guillelmo
- Gomez Moreno Bernardo
- Gomez Gervasio
- Gomez Jaime
- Gomez Juan Pablo
- Gomez-Reino Garrido Robert
- Goncharov Maxim
- Gonzalez Caballero Isidro
- Gonzalez Lopez Oscar
- Gonzalez Sanchez Javier
- Gonzalez Suarez Rebeca
- Gonzi Sandro
- Goodell Joseph
- Gorbunov Ilya
- Gori Valentina
- Gosselink Martijn
- Gottschalk Erik
- Goulianos Konstantin
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- Sabes David
- Sacchi Roberto
- Safarzadeh Batool
- Safonov Alexei
- Safronov Grigory
- Saha Anirban
- Sahin Mehmet Özgür
- Saini Lovedeep Kaur
- Saizu Mirela Angela
- Saka Halil
- Sakharov Alexandre
- Sakulin Hannes
- Sakuma Tai
- Sala Giuliano
- Salazar Ibarguen Humberto Antonio
- Salerno Roberto
- Salfeld-Nebgen Jakob
- Salur Sevil
- Salva Diblen Sinem
- Salvati Emmanuele
- Salvatore Michele
- Salvini Paola
- Sammet Jan
- Sanabria Juan Carlos
- Sander Christian
- Sanders David A.
- Sanders Stephen
- Sandoval Gonzalez Irving Daniel
- Sani Matteo
- Santanastasio Francesco
- Santaolalla Javier
- Santocchia Attilio
- Santoro Alberto
- Saoulidou Niki
- Sarangi Tapas
- Sarkar Subir
- Sauvan Jean-Baptiste
- Savin Alexander
- Savoy-Navarro Aurore
- Savrin Viktor
- Saxena Pooja
- Scarborough Tara
- Scarlini Enrico
- Schael Stefan
- Schettler Hannes
- Schilling Frank-Peter
- Schizzi Andrea
- Schlein Peter
- Schleper Peter
- Schlieckau Eike
- Schmidt Alexander
- Schmidt Ringo
- Schmitt Michael Henry
- Schmitz Stefan Antonius
- Schnetzer Steve
- Schoerner-Sadenius Thomas
- Schott Gregory
- Schröder Matthias
- Schulte Jan-Frederik
- Schwering Georg
- Schwick Christoph
- Schäfer Christoph
- Schöfbeck Robert
- Scinta Manuel
- Scodellaro Luca
- Searle Matthew
- Seez Christopher
- Segala Michael
- Seidel Markus
- Seitz Claudia
- Seixas Joao
- Sekaric Jadranka
- Sekmen Sezen
- Selvaggi Giovanna
- Selvaggi Michele
- Semenov Sergey
- Sen Sercan
- Senghi Soares Mara
- Senkin Sergey
- Seo Hyunkwan
- Serban Alin Titus
- Serin Meltem
- Servoli Leonello
- Seva Tomislav
- Sever Ramazan
- Sevova Stanislava
- Sexton-Kennedy Elizabeth
- Sgandurra Louis
- Sguazzoni Giacomo
- Shah Mehar Ali
- Shalhout Shalhout
- Sharan Manoj
- Sharma Archana
- Sharma Archana
- Sharma Monika
- Sharma Seema
- Sharma Varun
- Sharma Vivek
- Sharp Peter
- Shchutska Lesya
- Sheldon Paul
- Shepherd-Themistocleous Claire H.
- Shi Xin
- Shipsey Ian
- Shiu Jing-Ge
- Shivpuri Ram Krishen
- Shmatov Sergey
- Shoaib Muhammad
- Shrestha Shruti
- Shrinivas Amithabh
- Shukla Prashant
- Shumeiko Nikolai
- Siegrist Patrice
- Sigamani Michael
- Sikler Ferenc
- Silkworth Christopher
- Silva Pedro
- Silvers David
- Silvestris Lucia
- Simon Michal
- Simon Sean
- Simonetto Franco
- Simonis Hans-Jürgen
- Singh Anil
- Singh Gurpreet
- Singh Jasbir
- Singovsky Alexander
- Sinthuprasith Tutanon
- Sirois Yves
- Siroli Gian Piero
- Sirunyan Albert M.
- Skatchkov Nikolai
- Skhirtladze Nikoloz
- Skuja Andris
- Slaunwhite Jason
- Smirnov Igor
- Smirnov Vitaly
- Smith Geoffrey
- Smith James
- Smith John
- Smith Vincent J.
- Smith Wesley H.
- Snoek Hella
- Snook Benjamin
- Snow Gregory R.
- Snowball Matthew
- Sobol Andrei
- Soffi Livia
- Sogut Kenan
- Sola Valentina
- Solano Ada
- Somalwar Sunil
- Son Dong-Chul
- Song Sanghyeon
- Sonnenschein Lars
- Sordini Viola
- Sorokin Pavel
- Spagnolo Paolo
- Spalding William J.
- Spanier Stefan
- Spannagel Simon
- Sparrow Alex
- Speer Thomas
- Sperka David
- Sphicas Paraskevas
- Spiegel Leonard
- Spiezia Aniello
- Spiga Daniele
- Spiridonov Alexander
- Spiropulu Maria
- Sprenger Daniel
- Squillacioti Paola
- Squires Michael
- St John Jason
- Stadie Hartmut
- Stahl Achim
- Staiano Amedeo
- Starodumov Andrei
- Steck Pia
- Steggemann Jan
- Stein Matthias
- Steinbrück Georg
- Stenson Kevin
- Stephans George
- Stickland David
- Stieger Benjamin
- Stiliaris Efstathios
- Stober Fred-Markus Helmut
- Stolin Viatcheslav
- Stone Robert
- Stoye Markus
- Stoynev Stoyan
- Strauss Josef
- Streuli Silvan
- Stringer Robert
- Strobbe Nadja
- Strom Derek
- Stuart David
- Stupak John
- Sturdy Jared
- Stöckli Fabian
- Suarez Gonzalez Juan
- Suarez Indara
- Sudano Elizabeth
- Sudhakar Katta
- Sudic Lucija
- Sulak Lawrence
- Sulimov Valentin
- Sultanov Georgi
- Summers Don
- Sumorok Konstanty
- Sumowidagdo Suharyo
- Sun Werner
- Sunar Cerci Deniz
- Sung Kevin
- Surat Ugur Emrah
- Suwonjandee Narumon
- Svintradze Irakli
- Svyatkovskiy Alexey
- Swain Sanjay Kumar
- Swanson Joshua
- Swartz Morris
- Symonds Philip
- Szillasi Zoltan
- Szleper Michal
- Sznajder Andre
- Szwarc Tomasz
- Sánchez Hernández Alberto
- Tabarelli de Fatis Tommaso
- Tadel Matevz
- Takahashi Maiko
- Takasugi Eric
- Tali Bayram
- Tambe Norbert
- Tamponi Umberto
- Tan Ping
- Tao Junquan
- Tapper Alexander
- Taroni Silvia
- Tatarinov Aysen
- Taurok Anton
- Tauscher Ludwig
- Tavernier Stefaan
- Taylor Lucas
- Taylor Russell
- Temple Jeffrey
- Tenchini Roberto
- Teo Wee Don
- Teodorescu Liliana
- Teyssier Daniel
- Thea Alessandro
- Theofilatos Konstantinos
- Thom Julia
- Thomas Laurent
- Thomas Scott
- Thomassen Peter
- Thompson Joshua
- Thomson John
- Thyssen Filip
- Thüer Sebastian
- Tiko Andres
- Timciuc Vladlen
- Tinti Gemma
- Tiras Emrah
- Titov Maksym
- Tkaczyk Slawek
- Tlisov Danila
- To Wing
- Toback David
- Toda Sachiko
- Tomalin Ian R.
- Tomei Thiago
- Tonelli Manganote Edmilson José
- Tonelli Guido
- Tonjes Marguerite
- Tonwar Suresh C.
- Topakli Huseyin
- Topkar Anita
- Topsis-Giotis Iasonas
- Torassa Ezio
- Toropin Alexander
- Tosi Mia
- Tosi Nicolò
- Tosi Silvano
- Tourtchanovitch Leonid
- Traczyk Piotr
- Tran Nhan Viet
- Trapani Pier Paolo
- Travaglini Riccardo
- Traversi Gianluca
- Treberer-Treberspurg Wolfgang
- Treille Daniel
- Tricomi Alessia
- Trimpl Marcel
- Tripathi Mani
- Trocino Daniele
- Trocsanyi Zoltan Laszlo
- Troendle Daniel
- Tropea Paola
- Tropiano Antonio
- Troshin Sergey
- Troska Jan
- Trovato Marco
- Tsamalaidze Zviad
- Tsirou Andromachi
- Tu Yanjun
- Tucker Jordan
- Tully Christopher
- Tumasyan Armen
- Tuo Shengquan
- Tuominen Eija
- Tuominiemi Jorma
- Tuovinen Esa
- Turkewitz Jared
- Turner Mark
- Turner Paul
- Tuuva Tuure
- Tuve Cristina
- Tytgat Michael
- Tyurin Nikolay
- Tzeng Yeng-Ming
- Ujvari Balazs
- Ulmer Keith
- Ulrich Ralf
- Umer Tomo
- Uplegger Lorenzo
- Usai Emanuele
- Uvarov Lev
- Uzunian Andrey
- Vaandering Eric Wayne
- Valls Nil
- Valuev Vyacheslav
- Van Doninck Walter
- Van Haevermaet Hans
- Van Hove Pierre
- Van Lancker Luc
- Van Mechelen Pierre
- Van Mulders Petra
- Van Onsem Gerrit Patrick
- Van Remortel Nick
- Van Spilbeeck Alex
- Vander Donckt Muriel
- Vander Velde Catherine
- Vanelderen Lukas
- Vanlaer Pascal
- Vardarli Fuat Ilkehan
- Varela Joao
- Varelas Nikos
- Vartak Adish
- Vasey François
- Vavilov Sergey
- Vazquez Acosta Monica
- Vazquez Valencia Fabiola
- Veelken Christian
- Veeraraghavan Venkatesh
- Velasco Mayda
- Velicanu Dragos
- Velkovska Julia
- Venditti Rosamaria
- Venturi Andrea
- Verdier Patrice
- Verdini Piero Giorgio
- Veres Gabor Istvan
- Vergili Mehmet
- Verlaat Bart
- Verlage Tobias Anton
- Vernieri Caterina
- Verwilligen Piet
- Verzetti Mauro
- Veszpremi Viktor
- Vesztergombi Gyorgy
- Veverka Jan
- Vichoudis Paschalis
- Vidal Marono Miguel
- Vidal Richard
- Vila Ivan
- Vilar Cortabitarte Rocio
- Vilela Pereira Antonio
- Villasenor-Cendejas Luis Manuel
- Villella Ilaria
- Vinogradov Alexey
- Virdee Tejinder
- Viret Sébastien
- Vischia Pietro
- Vishnevskiy Dmitry
- Vitulo Paolo
- Vizan Garcia Jesus Manuel
- Vlasov Evgueni
- Vlimant Jean-Roch
- Vogel Helmut
- Voirin Erik
- Volkov Alexey
- Volobouev Igor
- Volpe Roberta
- von Gunten Hans Peter
- Vorobiev Igor
- Vorobyev Alexey
- Vorobyev Andrey
- Voutilainen Mikko
- Vuosalo Carl
- Vutova Mariana
- Wagner Stephen Robert
- Wagner-Kuhr Jeannine
- Wakefield Stuart
- Walker Matthew
- Wallny Rainer
- Walsh Roberval
- Walsh Sinead
- Waltenberger Wolfgang
- Wang Dayong
- Wang Fuqiang
- Wang Jian
- Wang Minzu
- Wang Quan
- Wang Xianyou
- Wang Zheng
- Wardle Nicholas
- Wasserbaech Steven
- Wayand Stefan
- Wayne Mitchell
- Weber Hannsjoerg Artur
- Weber Hendrik
- Weber Martin
- Weber Matthias
- Weiler Thomas
- Weinberg Marc
- Wendland Lauri
- Weng Yao
- Werner Jeremy Scott
- West Christopher
- Wetzel James
- Whitbeck Andrew
- White Dean
- Whitmore Juliana
- Wickramage Nadeesha
- Wilbur Scott
- Wilken Rachel
- Wilkinson Richard
- Williams Thomas
- Willmott Carlos
- Wimpenny Stephen
- Winer Brian L.
- Winn Dave
- Winstrom Lucas
- Wissing Christoph
- Wittich Peter
- Wittmer Bruno
- Wlochal Michael
- Wolf Matthias
- Wolf Roger
- Wolfe Homer
- Wolszczak Weronika
- Womersley William John
- Won Steven
- Wood Darien
- Wood Jeffrey Scott
- Wood John
- Woodard Anna
- Woods Nathaniel
- Worm Steven
- Wright Douglas
- Wrochna Grzegorz
- Wu Weimin
- Wulsin Howard Wells
- Wulz Claudia-Elisabeth
- Wyslouch Bolek
- Wöhri Hermine Katharina
- Würthwein Frank
- Xiao Hong
- Xiao Meng
- Xie Si
- Xie Wei
- Xu Lingshan
- Yagil Avraham
- Yalvac Metin
- Yang Fan
- Yang Mingming
- Yang Yong
- Yang Zong-Chang
- Yazgan Efe
- Yelton John
- Yetkin Taylan
- Yi Kai
- Yilmaz Yetkin
- Yohay Rachel
- Yoo Hwi Dong
- Yoo Jaehyeok
- Yoon Sungho
- York Andrew
- Yu Intae
- Yu Shin-Shan
- Yumiceva Francisco
- Yun Jae Chul
- Yücel Mete
- Zabel James
- Zabi Alexandre
- Zablocki Jakub
- Zaganidis Nicolas
- Zakaria Mohammed
- Zalewski Piotr
- Zanetti Anna
- Zanetti Marco
- Zarubin Anatoli
- Zeinali Maryam
- Zeise Manuel
- Zenz Seth Conrad
- Zeuner Wolfram Dietrich
- Zeyrek Mehmet
- Zhang Jinzhong
- Zhang Linlin
- Zheng Yu
- Zhokin Alexander
- Zhu Ren-Yuan
- Zhukov Valery
- Zhukova Victoria
- Zielinski Marek
- Zito Giuseppe
- Zoccarato Yannick
- Zotto Pierluigi
- Zou Wei
- Zsigmond Anna Julia
- Zuber Adam
- Zucca Stefano
- Zucchetta Alberto
- Zumerle Gianni
- Zuranski Andrzej
- Zwalinski Lukasz
- Publication venue
- Publication date
- 01/01/2014
- Field of study