9 research outputs found
Methodology for the quantification of the effect of patterns and antiāpatterns association on the software quality
- Author
- Publication venue
- 'Institution of Engineering and Technology (IET)'
- Publication date
- Field of study
Cooling of electronic devices: Nanofluids contribution
- Author
- A. de Risi
- Ahammed
- Ali
- Ashjaee
- Azizi
- Azizi
- Chein
- Chein
- Chen
- Chen
- Colangelo
- Colangelo
- Colangelo
- Colangelo
- D. Laforgia
- Duangthongsuk
- Duangthongsuk
- Duangthongsuk
- Dwivedi
- E. Favale
- Eastman
- Escher
- Fani
- Farajollahi
- Farsad
- Fazeli
- G. Colangelo
- Hasan
- Hassan
- Heyhat
- Ho
- Ho
- Ho
- Ho
- Hosseini Hashemi
- Hung
- Hwang
- Ijam
- Izadi
- Jajja
- Jang
- Jang
- Jeng
- Kalteh
- Kamali
- Khaleduzzaman
- Khatak
- Khoshvaght-Aliabadi
- Kim
- Kim
- Kuppusamy
- Kuppusamy
- Lelea
- Li
- M. Milanese
- MarƩ
- Mat Tokit
- Minsta
- Mohammed
- Mohammed
- Mohammed
- Mohammed Adham
- Moraveji
- Namburu
- Nebbati
- Nguyen
- Nitiapiruk
- Peyghambarzadeh
- Putra
- Putra
- Radwan
- Rafati
- Remsburg
- Rimbault
- Roberts
- Roshani
- Sakanova
- Selvakumar
- Selvakumar
- Seyf
- Shaukatullah
- Sohel
- Sohel Murshed
- Thang
- Tsai
- Tzeng
- Wan
- Wang
- Wang
- Wang
- Wang
- Wen
- Xie
- Xie
- Xuan
- Xue
- Yousefi
- Yousefi
- Yousefi
- Yu
- Zhai
- Zirakzadeh
- Publication venue
- 'Elsevier BV'
- Publication date
- Field of study
Characteristics and outcomes of COVID-19 patients admitted to hospital with and without respiratory symptoms
- Author
- Abbas Syed Ali
- Abdalasalam Sabriya
- Abdalhadi Alaa Abdalfattah
- Abdalla Fadlalla Asgad Osman
- Abdalla Naana Reyam
- Abdalla Walaa
- Abdalrheem Almthani Hamza
- Abdalsalam Ashraf
- Abdeewi Saedah
- Abdelgaum Esraa Hassan
- Abdelghafar Yomna Ali
- Abdelhalim Mohamed
- Abdelkabir Mohammed
- Abdelrahman Mohammedahmed Manahil Omer
- Abdelrahman Israa
- Abdelrhman Abdallahrs Asia Atif
- Abdukahil Sheryl Ann
- Abdulbaqi Lamees Adil
- Abdulhamid Salaheddin
- Abdulhamid Widyan
- Abdulkadir Nurul Najmee
- Abdullah Duha Milad
- Abdulwahed Eman
- Abdunabi Rawad
- Abe Ryuzo
- Abebrese Franklina Korkor
- Abel Laurent
- Abodina Ahmed Mohammed
- Abrous Amal
- Absil Lara
- Abu Salem Talat Ahmed
- Abusalama Abdurraouf
- Abuzaid Tareg Abdallah
- Acharya Subhash
- Acker Andrew
- Adam Elisabeth
- Adem Safia
- Ademnou Manuella
- Adewhajah Francisca
- AdriaĢo Diana
- Ads Alaa Mohamed
- Adusei Amos Amoako
- Afum-Adjei Awuah Anthony
- Agbogbatey Melvin
- Ahmed Khalil Reham Abdelhamid
- Ahmed Mohamed Abdelaziz Ali Mostafa
- Ahmed Aya Mustafa
- Ahmed Musaab Mohammed
- Ahmed Shakeel
- Ainscough Kate
- Airlangga Eka
- Aisa Tharwat
- Aisha Ali
- Aisha Bugila
- Akimoto Takako
- Akmal Ernita
- Akwani Chika
- Al Ageel Saleh
- Al Qasim Eman
- Al-Aquily Mohammed
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Al-Saba'a Yousef
- Alajeeli Ahmed
- Alali Ahmed
- Alalqam Razi
- Alameen Aliya Mohammed
- Alaraji Zainab Ahmed
- Alaraji Zinah A.
- Albakry Khalid
- Albatni Safa
- Alberti Angela
- Aldabbourosama Osama
- Aldhalia Amer
- Aldoukali Abdulkarim
- Alegesan Senthilkumar
- Alessi Marta
- Alex Beatrice
- Alexandre KeĢvin
- Alflite Asil
- Alfoudri Huda
- Alhadad Qamrah
- Alhaddad Hoda Salem
- Alhouri Ahmad Nabil
- Alhouri Hasan
- Ali Mohammed Abdelmalek Awad
- Ali Adam
- Ali Imran
- Ali Syed Muneeb
- Alidjnou Kazali Enagnon
- Aljadi Mahmoud
- Aljamal Sarah
- Alkahlout Mohammed
- Alkaseek Akram
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Almasri Lana
- Almjersah Abdulrahman
- Alqandouz Raja Ahmed
- Alrfaea Walaa
- Alrifaee Moayad
- Alsaadi Rawan
- Alshareea Entisar
- Alshenawy Eslam
- Altaf Aneela
- Alves JoaĢo
- Alves JoaĢo Melo
- Alves Rita
- Alyasiri Mohammed Saleh
- Amaral Maria
- Amer Amro Essam
- Amira Nur
- Amuasi John
- Andini Roberto
- Andrejak Claire
- Angheben Andrea
- Angoulvant FrancĢ§ois
- Ankrah Sophia
- Ansari Muhammad Imran
- Ansart SeĢverine
- 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
- Argin G.
- Arlet Jean-BenoiĢt
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Ascofare Oumou Maiga
- Asensio Angel
- Ashley Elizabeth A.
- Ashraf Muhammad
- Ashraf Muhammad Sheharyar
- Asiedu-Bekoe Franklin
- Asif Namra
- Asim Mohammad
- Assi Grace
- Assie Jean Baptiste
- Asyraf Amirul
- Atangana Fouda
- Atia Ahmed
- Atif Minahel
- Atikah Ahmad Ridzuan Siti Nurul
- Atique Anika
- Atlowly Moad
- Attanyake AM Udara Lakshan
- Auchabie Johann
- Aumaitre Hugues
- Auvet Adrien
- Axelsen Eyvind W.
- Ayad Ared
- Ayadi Kamaluddin Muhammad Aisar
- Azemar LaureĢne
- Azizeldin Mohammed
- Azoulay Cecile
- Babatunde Hakeem
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie John Kenneth
- Baird J Kevin
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bakeer Hibah Bileid
- Bakri Ashraf
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Bandoh Irene
- Banheiro Bruno Sarmento
- Bani-Sadr FirouzeĢ
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrigoto Cleide
- Bartoli Marie
- Baruch Joaquin
- Baruch JoaquiĢn
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bassi Gianluigi Li
- Batool AbdAlkarim
- Battaglini Denise
- Bauer Jules
- Bautista Rincon Diego Fernando
- Beane Abigail
- Bedossa Alexandra
- Bedu-Addo Ama Kwakyewaa
- Bee Ker Hong
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- BeltraĢo Beatriz Amorim
- Beluze Marine
- Ben Ashur Abir
- Benech Nicolas
- Benjiman Lionel Eric
- Bennett Suzanne
- Bento LuiĢs
- Berdal Jan-Erik
- Berdeweel Lamis
- Bergeaud Delphine
- Bergin Hazel
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianchi Isabella
- Bianco Claudia
- Bichoka Sandra
- Bidin Farah Nadiah
- Bin Kamarudin Mohd Nazlin
- Binnawara Muhannud
- Binti Mohd Yakop Siti Rohani
- Binti Zaidan Nor Zaila
- Bisoffi Zeno
- Biston Patrick
- Bitker Laurent
- Bittaye Mustapha
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-HeĢleĢne
- Bolanga Ariel
- BolanĢos Isabela
- Bolze Pierre-Adrien
- Bompart FrancĢ§ois
- Bonifasius Aurelius
- Bonney Joe
- Borges Diogo
- Borie RaphaeĢl
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Boudoin Herwin Nanda
- Bouhour Damien
- Bouiller KeĢvin
- Bouillet Laurence
- Bouisse Camile
- Bountthasavong Latsaniphone
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brewster David
- Brickell Kathy
- Brien Fionnuala O.
- Broadley Tessa
- Brotherton Helen
- Browne Alex
- Brozzi Nicolas
- Brunvoll Sonja Hjellegjerde
- Brusse-Keizer Marjolein
- Bryda Petra
- Buchtele Nina
- Bugaeva Polina
- Buisson Marielle
- Buonsenso Danilo
- Burhan Erlina
- Buri Donald
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- BƦvre-Jensen Roar
- Cabie AndreĢ
- Cabral Susana
- Cabrita Joana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O.
- Calligy Kate
- Calvache Jose Andres
- CamoĢes JoaĢo
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Canepa Cecilia
- Cantero Mireia
- Caoili Janice
- Caraux-Paz Pauline
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carqueja IneĢs
- Carret Marie-Christine
- Carrier FrancĢ§ois Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- CascaĢo Mariana
- Casey Siobhan
- Casimiro JoseĢ
- Cassandra Bailey
- Castanheira Nidyanara
- CastanĢeda Silvia
- Castor-Alexandre Guylaine
- Castro Ivo
- Catarino Ana
- Catherine FrancĢ§ois-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- CaĢrcel Sheila
- Ceccato Adrian
- Ceesay Masaneh
- Cely Lina Morales
- Cerkovnik Shelby
- Cervantes-Gonzalez Minerva
- Cevik Muge
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Charpentier Charlotte
- Chas Julie
- Chaudry Muhammad Mobin
- ChaĢvez InĢiguez Jonathan Samuel
- Che Kamaruddin Zul Amali
- Chen Anjellica
- Chen Yih-Sharng
- Chenard LeĢo
- 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
- Chommanam Danoy
- Chopin Marie-Charlotte
- Chow Ting Soo
- Chow Yock Ping
- Christy Nathaniel
- Chua Hiu Jian
- Chua Jonathan
- Cidade Jose Pedro
- Cisneros Herreros JoseĢ Miguel
- Citarella Barbara Wanjiru
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Jennifer
- Claure-Del Granado Rolando
- Clohisey Sara
- Codan Cassidy
- Cody Caitriona
- Coles Jennifer
- Coles Megan
- Colin GwenhaeĢl
- Collins Michael
- Combs Pamela
- Connolly Jennifer
- Connor Marie
- Conrad Anne
- Conway Elaine
- Cooke Graham S.
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier GreĢgory
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse SteĢphanie
- Cowan Juthaporn
- Cregan Rachel
- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Cummings Matthew
- Curley Gerard
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- D'Alessandro Umberto
- D'Aragon FreĢdeĢrick
- D'Ortenzio Eric
- da Silva Filipe Ana
- Da Silva Fernanda Dias
- Da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dagens Andrew
- Dahl John Arne
- Dahly Darren
- Daley Peter
- Dalloul Zaina
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Dame Joycelyn
- Damien Cammandji
- Daneman Nick
- Dantas Jorge
- de Loughry Gillian
- de Mendoza Diego
- De Montmollin Etienne
- de Piero Maria
- De Rosa Rosanna
- De Rose Cristina
- de Silva Thushan
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- DeBenedictis Bianca
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delamou Alexandre
- 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
- Descamps Diane
- DesvalleĢes Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhangar Pathik
- Diallo Alpha
- Diallo Souleymane Taran
- Diamantis Sylvain
- Dias AndreĢ
- Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Dibba Bakary K.
- Didier KeĢvin
- Diehl Jean-Luc
- Dieperink Wim
- Dilanthi Priyadarshani Gamage Dona
- Dimet JeĢroĢme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djadda Cedric
- Djossou FeĢlix
- Docherty Annemarie B.
- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M.
- Donnelly Christl A.
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival CeĢline
- Doshi Yash
- Douangdala Phouvieng
- Douglas James Joshua
- Douma Renee
- Dournon Nathalie
- Dow Denisse Bazan
- Downey Joanne
- Downing Mark
- Drake Thomas
- Driscoll Aoife
- Duah Ibrahim Kwaku
- Dubee Vincent
- Dubos FrancĢ§ois
- Dubot-PeĢreĢs Audrey
- Ducancelle Alexandre
- Duculan Toni
- Dudman Susanne
- Duggal Abhijit
- Dunand Paul
- Dunning Jake
- Dunning Jake
- Duplaix Mathilde
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Ean Sim Choon
- Ebo Ada
- Echeverria-Villalobos Marco
- Edelstein Michael
- Egan Siobhan
- EggesbĆø Linn Margrete
- Ehzaz Khadeja
- Eira Carla
- Ekow Harrison Samuel Bernard
- El Sanharawi Mohammed
- El Sayed Marwan
- Elabid Mohammed
- Elagili Mohamed Bashir
- Elapavaluru Subbarao
- Elbahnasawy Mohammad
- Elboshra Sohail
- Elharrar Brigitte
- Elhefnawy Enan Abdulrahman Ahmed
- Eliza Mohamed Nik Nur
- Ellerbroek Jacobien
- Ellingjord-Dale Merete
- ELMagrahi Hamida
- Elmubark Mohammad Muatasm
- Elotmani Loubna
- Eloundou Lauren
- Eloy Philippine
- Elsayed Soliman Mohamed Osama
- Elshaikhy Basma
- Elshazly Tarek
- Elsokni Wafa
- Eltayeb Aml Ahmed
- Elyazar Iqbal
- Emad Zarief Kamel
- Embarek Hussein
- Enderle Isabelle
- Endo Tomoyuki
- Eneli Gervais
- Eng Chan Chee
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Esaadi Haneen
- Escher Martina
- Esperatti Mariano
- Esperou HeĢleĢne
- Esposito-Farese Marina
- Essaka Rachel
- Essuman Lorinda
- EstevaĢo JoaĢo
- Etienne Manuel
- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Fadera Ismaila
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
- Fareed Komal
- Faria Pedro
- Farooq Ahmed
- Fateena Hanan
- Fathi Mohamed
- Fatima Salem
- Fatoni Arie Zainul
- Fatoni Arie Zainul
- Faure Karine
- Favory RaphaeĢl
- Fayed Mohamed
- Feely Niamh
- Fernandes Henrique Mateus
- Fernandes Jorge
- Fernandes MariĢlia Andreia
- Fernandes MariĢlia Andreia
- Fernandes Susana
- Ferrand FrancĢ§ois-Xavier
- Ferraz MaĢrio
- FerraĢo Joana
- Ferreira Benigno
- Ferreira Bernardo
- Ferreira Isabel
- Ferreira SiĢlvia
- Ferriere Nicolas
- Ficko CeĢline
- Figueiredo-Mello Claudia
- Finlayson William
- Flament Thomas
- Fletcher Tom
- Florence Aline-Marie
- Florio Letizia Lucia
- Flynn Brigid
- Flynn Deirdre
- Foley Jean
- Fomin Victor
- Fonseca Claudio Duarte
- Fonseca Tatiana
- Fontela Patricia
- Forrest Karen
- Forson Paa Kobina
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fotso Berline
- Fourn Erwan
- Fowler Robert A.
- Fraher Marianne
- Franch-Llasat Diego
- FrancĢ§a Rafael Freitas de Oliveira
- Fraser Christophe
- Fraser John F.
- Freire Marcela Vieira
- French Craig
- Friedrich Caren
- Fritz Ricardo
- Fry SteĢphanie
- Fuentes Nora
- Fukuda Masahiro
- Gaborieau ValeĢrie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- Gai Abdou
- GaiaĢo SeĢrgio
- Galal Mohamed Ramadan Adham Mohamed
- Gallagher Phil
- Gamble Carrol
- Gandonniere Charlotte Salmon
- Gani Yasmin
- Garan Arthur
- GarceĢs Rui Caetano
- Garcia Rebekha
- Garcia-Diaz Julia
- Garcia-Gallo Esteban
- Garimella Navya
- Garot Denis
- Garrait ValeĢrie
- Gauli Basanta
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
- Germano Nuno
- Ghemmeid Malak
- Ghisulal Praveen Kumar
- Ghosn Jade
- Giani Marco
- Gigante Tristan
- Gilroy Elaine
- Giordano Guillermo
- Girvan Michelle
- Gissot ValeĢrie
- Giwangkancana Gezy
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer FrancĢ§ois
- Goepel Siri
- Goffard Jean-Christophe
- Goh Jin Yi
- GolaĢcs Brigitta
- Golob Jonathan
- Gomez Kyle
- Gominet Marie
- GoncĢ§alves Bronner P.
- Gonzalez Alicia
- Gordon Patricia
- Gorenne Isabelle
- Goubert Laure
- Goujard CeĢcile
- Goulenok Tiphaine
- GoĢmez-Junyent Joan
- Grable Margarite
- Graf Jeronimo
- Grandin Edward Wilson
- Granerud Beathe Kiland
- Granier Pascal
- Grasselli Giacomo
- Grazioli Lorenzo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe SegoleĢne
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Grigoras Ioana
- Groenendijk Albert
- Grovogui Fassou Mathias
- Gruner Heidi
- Gu Yusing
- Guedj JeĢreĢmie
- Guego Martin
- Guerguerian Anne-Marie
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- GuimaraĢes de Castro Maisa
- Guimard Thomas
- Haalboom Marieke
- Haber Daniel
- Hachemi Ali
- Haddud Abdurrahman
- Hadri Nadir
- Hafez Wael
- Haidri Fakhir Raza
- Haji Ab Rahman Ahmad Kashfi
- Hakak Sheeba
- Hall Adam
- Hall Matthew
- Hall Matthew
- Halpin Sophie
- Hamdan Shaher
- Hamdi Abdelhafeez
- Hameed Jawad
- Hamer Ansley
- Hamers Raph L.
- Hamidfar Rebecca
- HammarstroĢm Bato
- Hammond Naomi
- Hammond Terese
- Han Lim Yuen
- Hanan Matly
- Haniffa Rashan
- Hao Kok Wei
- Hardwick Hayley
- Harrison Ewen M.
- Harrison Janet
- Hartman Alan
- Hasan Mohd Shahnaz
- Hasan Sulieman
- Hashmi Junaid
- Hashmi Madiha
- Hassan Helmi Ahmed Ayman
- Hassan Amoni
- Hassanin Ebtisam
- Hayat Muhammad
- Hayes Ailbhe
- Hays Leanne
- Heerman Jan
- Heggelund Lars
- Helmi Ahmed
- Hendry Ross
- Hennessy Martina
- Henriquez-Trujillo Aquiles Rodrigo
- Hentzien Maxime
- Hernandez Diana
- Hershey Andrew
- Hesstvedt Liv
- Hidayah Astarini
- Higgins Eibhlin
- Higgins Rupert
- Hing Nicholas Yee Liang
- Hinton Samuel
- Hiraiwa Hiroaki
- Hirkani Haider
- Hitoto Hikombo
- Ho Antonia
- Ho Yi Bin
- Hoctin Alexandre
- Hoffmann Isabelle
- Hoh Wei Han
- Hoiting Oscar
- Holt Rebecca
- Holten Aleksander Rygh
- Holter Jan Cato
- Horby Peter
- Horby Peter
- Horcajada Juan Pablo
- Houas Ikram
- Houderi Mabrouka
- Hough Catherine L.
- Houltham Stuart
- Hssain Ali Ait
- Hulot Jean-SeĢbastien
- Humaid Felwa Bin
- Hurd Abby
- Hussain Iqbal
- Hussein Aliae Mohamed
- Hussein Mahmood
- IbaĢnĢez-Prada Elsa D.
- Ibrahim Fatima
- Ibran Bashir
- Ijaz Samreen
- Ikram M. Arfan
- Illana Carlos CanĢada
- Imbert Patrick
- InaĢcio Hugo
- Ing Yun Sii
- Ippolito Mariachiara
- Irawany Vera
- Isabel de Pinho Oliveira Ana
- Isgett Sarah
- Isidoro Tiago
- Ismail Nadiah
- Isnard Margaux
- Istre Mette Stausland
- Itai Junji
- Ivulich Daniel
- Izzati Norharizam Nurul Faten
- Jaafar Danielle
- Jaafoura Salma
- Jabal Kamal Abu
- Jaber Hamza
- Jabot Julien
- Jackson Clare
- Jagne Abubacarr
- Jaureguiberry SteĢphane
- Jaworsky Denise
- Jego Florence
- Jelani Anilawati Mat
- Jenum Synne
- Jimbo-Sotomayor Ruth
- Joe Ong Yiaw
- Jorge GarciĢa Ruth NoemiĢ
- Joseph CeĢdric
- Joseph Mark
- Joshi Swosti
- Jourdain MerceĢ
- Jouvet Philippe
- Jung Anna
- Jung Hanna
- Juzar Dafsah
- JĆørgensen Silje Bakken
- Kafif Ouifiya
- Kaguelidou Florentia
- Kaisbain Neerusha
- Kaleesvran Thavamany
- Kali Sabina
- Kalleberg Karl Trygve
- Kalomoiri Smaragdi
- Kamal Mostafa Yousef Tarek
- Kamano Armand Saloun
- Kamarudin Nadiah
- Kamineni Kavita
- Kandamby Darshana Hewa
- Kang Kong Yeow
- Kanwal Darakhshan
- Kanyawati Dyah
- Karghul Mohamed
- Karpayah Pratap
- Karsies Todd
- Kartsonaki Christiana
- Kartsonaki Christiana
- Kasugai Daisuke
- Katz Kevin
- Kay Christy
- Kayyali Lamees
- Keating SeaĢn
- Kedia Pulak
- Kelly Andrea
- Kelly Aoife
- Kelly Claire
- Kelly Niamh
- Kelly Sadie
- Kelly Yvelynne
- Kelsey Maeve
- Kennon Kalynn
- Keomany Sommay
- Kernan Maeve
- Kerroumi Younes
- Keshav Sharma
- Khail Shams
- Khaled Sarah
- Khalid Imrana
- Khalil Antoine
- Khan Irfan
- Khan Quratul Ain
- Khan Rashid Nasim
- Khanal Sushil
- Khatak Abid
- Kherajani Krish
- Kho Michelle E.
- Khoo Denisa
- Khoo Ryan
- Khoo Saye
- Khoso Muhammad Nasir
- Khuwaja Amin
- Kiat Khor How
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kim Jae Burm
- Kimmoun Antoine
- Kindgen-Milles Detlef
- Kitamura Nobuya
- Kjetland Kjetland Eyrun Floerecke
- Klenerman Paul
- Klont Rob
- Knight Stephen R.
- Kobbe Robin
- Kodippily Chamira
- Koirala Sabin
- Komatsu Mamoru
- Korten Volkan
- Kouba Stephanie
- Kourouma Karifa
- Kourouma Mohamed Lamine
- Kpangon ArseĢne
- Krawczyk Karolina
- Kredan Ali
- Krishnan Sudhir
- Krishnan Vinothini
- Kruglova Oksana
- Krund Anneli
- Kuan Pei Xuan
- Kumar Ashok
- Kumar Deepali
- Kumar Ganesh
- Kumar Mukesh
- Kuriakose Dinesh
- Kurtzman Ethan
- Kutsogiannis Demetrios
- Kutsogiannis Demetrios James
- Kutsyna Galyna
- Kwedi Sylvie
- Kyriakoulis Konstantinos
- L'Her Erwan
- Lachatre Marie
- Lacoste Marie
- Laffey John G.
- Lafhej Nadhem
- Lagrange Marie
- Laine Fabrice
- Lairez Olivier
- Lakhey Sanjay
- Lambert Marc
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- Langelot-Richard Marie
- Langlois Vincent
- Lantang Eka Yudha
- Lanza Marina
- LaoueĢnan CeĢdric
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- Lath Sakshi
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- Launay Odile
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- Law Andy
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- Lawrence Teresa
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- Leeming Gary
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- Lopez-Colon Dalia
- Loschner Anthony L.
- Loubet Paul
- Loufti Bouchra
- Louis Guillame
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- Luna Carlos M.
- Lungu Olguta
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- Maier Lars S.
- Maillet MyleĢne
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- Martinot Martin
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- McDonald Sarah E.
- McElroy Aine
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- Mercier Emmanuelle
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- Merson Laura
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- Meyer Dan
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- Meysonnier Vanina
- Mezidi Mehdi
- Michelanglei CeĢline
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- Mohammed Libya
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- Mohan Shetty Dr. Rajesh
- Moharam S. A.
- Mohd Noordin Nurul Amani
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- Moore Shona C.
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- Mullaert Jimmy
- Munblit Daniel
- Munir Nadeem
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- Murphy Aisling
- Murray Patrick
- Murris MarleĢne
- Murthy Srinivas
- Musaab Himed
- Mustafa Alamin
- Mustafa Dana
- Mustafa Mus'ab
- Muvindi Himasha
- MuĢller Fredrik
- MuĢller Karl Erik
- Myrodia Dimitra Melia
- Nabil Hasan Mohammad Ali
- Nadjm Behzad
- Nagpal Dave
- Nagrebetsky Alex
- NagybaĢnyai-Nagy Blanka
- Narasimhan Mangala
- Narayanan Nageswaran
- Nasa Prashant
- Nasrallah Ahmad
- Nassif Metri Adel Gerges
- Nazerali-Maitland Alasdair
- Neant NadeĢge
- Neb Holger
- Nekliudov Nikita
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- Nitayavardhana Prompak
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- Nusantara Dwi Utomo
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- O'Hearn Katie
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- Ogston Tawnya
- Ogura Takayuki
- Oh Tak-Hyuk
- Ohene Sally-Ann
- Ohshimo Shinichiro
- Ohshimo Shinichiro
- Oliveira JoaĢo
- Oliveira Larissa
- Olliaro Piero
- Olliaro Piero L.
- Ondobo Pierre
- Ong David S. Y.
- Ong Jee Yan
- Oosthuyzen Wilna
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- Pastene Bruno
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- Patel Drashti
- Pathmanathan Mohan Dass
- PatraĢo LuiĢs
- Patricio Patricia
- Patricio Patricia
- Patterson Lisa
- Pattnaik Rajyabardhan
- Paul Christelle
- Paul Mical
- Paulos Jorge
- Paxton William A.
- Payen Jean-FrancĢ§ois
- Peake Sandra L.
- Peariasamy Kalaiarasu
- Peek Giles J.
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Pelosi Paolo
- Peltan Ithan D.
- Pereira Rui
- Perez Daniel
- Perpoint Thomas
- Perrot Clara Mouton
- Pesenti Antonio
- Pestre Vincent
- Petrou Lenka
- Petrov-Sanchez Ventzislava
- Petrovic Michele
- Pettersen Frank Olav
- Peytavin Gilles
- Philippy Fred
- Philips Richard Odame
- Phonemixay Ooyanong
- Phoutthavong Soulichanya
- Piagnerelli Michael
- Picard Walter
- Picone Olivier
- Piersma Djura
- Pimentel Carlos
- Pinto Raquel
- Pires Catarina
- Piroth Lionel
- Pitaloka Ayodhia
- Piubelli Chiara
- Pius Riinu
- Piva Simone
- Plantier Laurent
- Png Hon Shen
- Poissy Julien
- Pokeerbux Ryadh
- Poli Sergio
- Pollakis Georgios
- Ponscarme Diane
- Porto Diego Bastos
- Post Andra-Maris
- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
- PoĢvoas Diana
- Prapa Sofia
- Praphasiri Viladeth
- Preau SeĢbastien
- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Pritchard Mark G.
- ProencĢ§a Lucia
- Pudota Sravya
- Pulicken Mathew
- Puplampu Peter
- Purcell Gregory
- Quesada Luisa
- Quinones-Cardona Vilmaris
- Quist-Paulsen Else
- Quraishi Mohammed
- Qutishat Fadi
- Rabaa Maia
- Rabaud Christian
- Rabindrarajan Ebenezer
- Rafael Aldo
- Rafiq Marie
- Ragab Abdelrahman
- Rageh Elnaggar Cinderella Omar
- Rahardjani Mutia
- Rahman Rozanah Abd
- Rainieri Fernando
- Rajahram Giri Shan
- Ramachandran Pratheema
- Ramakrishnan Nagarajan
- Ramalho JoseĢ
- Ramli Ahmad Afiq
- Rammaert Blandine
- Ramos Grazielle Viana
- Rana Asim
- Rangappa Rajavardhan
- Ranjan Ritika
- Rapp Christophe
- Rashan Aasiyah
- Rashan Thalha
- Rasheed Ghulam
- Rasmin Menaldi
- Rau Cornelius
- Ravi Tharmini
- Raza Ali
- RaĢtsep Indrek
- Real Andre
- Rebaudet Stanislas
- Redl Sarah
- Reeve Brenda
- Rego Caroline Martins
- Rehman Khalid Muhammad Osama
- Rehman Attaur
- Reikvam Dag Henrik
- Reis Renato
- Rello Jordi
- Rello Jordi
- Remppis Jonathan
- Remy Martine
- Ren Hongru
- Renk Hanna
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Luis Felipe
- Ribeiro Ana Freitas
- Ribeiro Maria Ines
- Ricchiuto Antonia
- Richardson David
- Richardson Denise
- Richier Laurent
- Rida Hajij Fatima Mhd
- Rios Ana L.
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rivera NunĢez Maria Angelica
- Robba Chiara
- Roberto AndreĢ
- Roberts Charles
- Roberts Stephanie
- Robertson David L.
- Robineau Olivier
- Roca Anna
- Roche-Campo Ferran
- Rodari Paola
- Rodeia SimaĢo
- Roessler Bernhard
- Roger Claire
- Roger Pierre-Marie
- Rojek Amanda
- Rojek Amanda
- Roncon-Albuquerque Roberto
- Roriz MeĢlanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossetti Matteo
- Rossignol Patrick
- Roy Carine
- Roze BenoiĢt
- Rusmawatiningtyas Desy
- Russell Clark D.
- Ruwan Sri Darshana B. P. Sanka
- Ryan Maeve
- Ryckaert Steffi
- Saba Isabela
- Sadaf Sairah
- Sadat Musharaf
- Sahraei Valla
- Said Abdurraouf
- Saidani Nadia
- Sakiyalak Pranya
- Sako FodeĢ Bangaly
- Salah Eldin Mohamed Abbas Ali Alaa
- Salah Moamen
- Salah Nashat Abu
- Salahuddin Nawal
- Salazar Leonardo
- Saleem Jodat
- Sales Gabriele
- Salvator HeĢleĢne
- Samardali Dana
- Samardali Shaden
- Sanchez de Oliveira Kizy
- Sanchez Emely
- Sanchez Olivier
- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-FrancĢ§ois
- Santo Catarina EspiĢrito
- Santos Marlene
- Santos Marta Leal
- Santos-Olmo Rosario Maria Torres
- Santā²Ana Malaque Ceila Maria
- Sarfo-Mensah Shirley
- Sarmiento Iam Claire E.
- Sarton Benjamine
- Satya Ankana
- Satyapriya Sree
- Satyawati Rumaisah
- Saviciute Egle
- Saw Yen Tsen
- SaĢndulescu Oana
- Schaffer Justin
- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
- Schnur JaĢnos
- Schroll Stephan
- Schwameis Michael
- Schwartz Gary
- Scott Janet T.
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvanayagam Jaganathan
- Selvarajoo Mageswari
- Semedi Bambang Pujo
- Semple Malcolm G.
- Senian Rasidah Bt
- Senneville Eric
- Sepulveda Claudia
- Sequeira Filipa
- Sequeira TaĢnia
- Shaaban Aly Orabi Yehia Samir
- Shadowitz Ellen
- Shahidan Syamin Asyraf
- Shahla Hamza
- Shalabi Laila
- Shames Haitam
- Shankar Anuraj
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A.
- Shaw Victoria
- Sheenan John Robert
- Sheikh Naseem Ali
- Shetty Rohan
- Shiekh Mohiuddin
- Shime Nobuaki
- Shimizu Keiki
- Shrapnel Sally
- Shrestha Pramesh Sundar
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- Siaw-Frimpong Moses
- Sibiude Jeanne
- Sibounheuang Bountoy
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- Siddiqui Atif
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- Sigfrid Louise
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- Silva Catarina
- Silva Maria Joao
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- Sin Wai Ching
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- Singh Mahendra
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- Sitompul Pompini Agustina
- Sivam Karisha
- Skeie Linda Gail
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Snacken Morgane
- So Dominic
- Soh Tze Vee
- Solberg Lene Bergendal
- Solomon Joshua
- Solomon Tom
- Somers Emily
- Sommet AgneĢs
- Song Myung Jin
- Song Rima
- Song Tae
- Sotto Albert
- Soum Edouard
- Sousa Ana Chora
- Sousa Marta
- Souza-Dantas Vicente
- Sow Mamadou Saliou
- Sperry Alexandra
- Spinuzza Elisabetta
- 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
- Strong Geoff
- Stuart Ami
- Stuart David
- Su Richa
- Subekti Decy
- Suen Gabriel
- Suen Jacky Y.
- Sukumar Prasanth
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- Suppiah Deepashankari
- SurovcovaĢ Magdalena
- Suwarti Atie
- Svistunov Andrey
- Sweeney Lisa Mc
- Syahrin Sarah
- Sylverken Augustina
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- SĆøraas Arne
- Tabrizi Shirin
- Taccone Fabio S.
- TagElser Mohammed Ali Maha
- Tagherset Lysa
- Taib Shahdattul Mawarni
- Taleb Sara
- Talla Cheikh
- Talsma Jelmer
- Tamisier Renaud
- Tamlihat Younes Ait
- Tampubolon Maria Lawrensia
- Tan Kim Keat
- Tan Yan Chyi
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Taqdees Huda
- Taqi Arshad
- Tardivon Coralie
- Tarhabat Ali
- Tattevin Pierre
- Taufik M Azhari
- Tawfik Hassan
- Tee Tze Yuan
- Teixeira JoaĢo
- Tejada Sofia
- Tellier Marie-Capucine
- Teoh Sze Kye
- Teotonio Vanessa
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- TeĢouleĢ FrancĢ§ois
- Thakur Anand
- Tham Zhang Duan
- Thangavelu Suvintheran
- Theron Elmi
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill BenoiĢt
- Thirumanickam Jananee
- Tho Leong Chin
- Thompson Niamh
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thorpe Mathew
- Thurai Surain Raaj Thanga
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-FrancĢ§ois
- Tirupakuzhi Vijayaraghavan Bharath Kumar
- Tirupakuzhi Vijayaraghavan Bharath Kumar
- Tissot NoeĢmie
- Toal Fiona
- Toki Maria
- Tonby Kristian
- Tonnii Sia Loong
- Torre Marta
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Tounkara Aboubacar
- Towers Michael
- TraoreĢ FodeĢ Amara
- Trapani Tony
- Tromeur CeĢcile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turgeon Alexis F.
- Turmel Jean-Marie
- Turtle Lance C. W.
- Tveita Anders
- Twardowski Pawel
- Uchiyama Makoto
- Udayanga PG Ishara
- Udy Andrew
- Ullah Arslan Rahat
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Usuf Effua
- Uva Maria Sousa
- Uyeki Timothy M.
- Vaillant Michel
- Vajdovics Cristinava
- Val-Flores LuiĢs
- Valentini Piero
- 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 Veen Ilonka
- Vanel NoeĢmie
- Vanoverschelde Henk
- Varrone Michael
- Vasconcelos Malte Kohns
- Vasudayan Shoban Raj
- Vauchy Charline
- Vecham Pavan Kumar
- Veeran Shaminee
- Veislinger AureĢlie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vidal JoseĢ Ernesto
- Vieira CeĢsar
- Vijayan Deepak
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Vishwanathan Gayatri
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vongsouvath Manivanh
- Vonkeman Harald
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Walsh Laura
- Wang Chih-Hsien
- Webb Steve
- Wei Jia
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Wesam Hassi
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann AureĢlie
- Wijaya Surya Otto
- Wille Keith
- Willems Sue
- Williams Bailey
- Williams Patricia J.
- Williams Virginie
- Wils Evert-Jan
- Wils Evert-Jan
- Wittman Jessica
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Wright Natalie
- Xian Lim Saio
- Xynogalas Ioannis
- Yamazaki Masaki
- Yang Toh Jordan Zhien
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik CeĢcile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yiaye Touxiong
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zabert Gustavo E.
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- Publication date
- 30/05/2024
- Field of study
Background: COVID-19 is primarily known as a respiratory illness; however, many patients present to hospital without respiratory symptoms. The association between non-respiratory presentations of COVID-19 and outcomes remains unclear. We investigated risk factors and clinical outcomes in patients with no respiratory symptoms (NRS) and respiratory symptoms (RS) at hospital admission. Methods: This study describes clinical features, physiological parameters, and outcomes of hospitalised COVID-19 patients, stratified by the presence or absence of respiratory symptoms at hospital admission. RS patients had one or more of: cough, shortness of breath, sore throat, runny nose or wheezing; while NRS patients did not. Results: Of 178,640 patients in the study, 86.4 % presented with RS, while 13.6 % had NRS. NRS patients were older (median age: NRS: 74 vs RS: 65) and less likely to be admitted to the ICU (NRS: 36.7 % vs RS: 37.5 %). NRS patients had a higher crude in-hospital case-fatality ratio (NRS 41.1 % vs. RS 32.0 %), but a lower risk of death after adjusting for confounders (HR 0.88 [0.83-0.93]). Conclusion: Approximately one in seven COVID-19 patients presented at hospital admission without respiratory symptoms. These patients were older, had lower ICU admission rates, and had a lower risk of in-hospital mortality after adjusting for confounders
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
- AdriĆ£o 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 KĆ©vin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves JoĆ£o
- Alves JoĆ£o Melo
- Alves Rita
- Amaral Maria
- Ampaw Phoebe
- Andini Roberto
- AndrƩjak Claire
- Angheben Andrea
- Angoulvant FranƧois
- Ansart SĆ©verine
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-BenoƮt
- 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 LaurĆØne
- 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 FirouzƩ
- Barbalho Renata
- Barclay Wendy S.
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- Barrasa Helena
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- Beishuizen Albertus
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- Beljantsev Aleksandr
- Bellemare David
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- Benkerrou Dehbia
- Bennett Suzanne
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- Bermejo Carlos Lumbreras
- BermĆŗdez Juan Luis Cruz
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- Oosthuyzen Wilna
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- Orakzai Saijad
- Orozco-Chamorro Claudia Milena
- Ortoleva Jamel
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- Palacios Amanda
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- Postma Douwe F.
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- Uchiyama Makoto
- Udayanga P. G. Ishara
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- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
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- Vasconcelos Malte Kohns
- Vauchy Charline
- Vecham Pavan Kumar
- Veislinger AurƩlie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal JosƩ Ernesto
- Vieira CĆ©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 AurƩlie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wong Calvin
- Xynogalas Ioannis
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yelnik CĆ©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
- 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
- AdriĆ£o 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 KĆ©vin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves JoĆ£o
- Alves JoĆ£o Melo
- Alves Rita
- Amaral Maria
- Ampaw Phoebe
- Andini Roberto
- AndrƩjak Claire
- Angheben Andrea
- Angoulvant FranƧois
- Ansart SĆ©verine
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-BenoƮt
- 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.
- Auchabie Johann
- Auger Christelle Chantalat
- Aumaitre Hugues
- Auvet Adrien
- Azemar LaurĆØne
- 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 FirouzƩ
- Barbalho Renata
- Barclay Wendy
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Barrio Noelia GarcĆa
- Bartoli Marie
- Baruch JoaquĆn
- 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 LuĆs
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bermejo Carlos Lumbreras
- BermĆŗdez Juan Luis Cruz
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bissuel FranƧois
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
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- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
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- Breen Patrick
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- Fuentes Yuli
- Fukuda Masahiro
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- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- GaiĆ£o SĆ©rgio
- Gallagher Phil
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- Gandonniere Charlotte Salmon
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- Garcia-Gallo Esteban
- GarcĆŖs Rui Caetano
- GarcĆa Ruth
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- Lefebvre BƩnƩdicte
- Lefebvre Laurent
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- Lellouche FranƧois
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- Lemeur Anthony
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- Lennon Jenny
- Leone Marc
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- Lesens Olivier
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- LeĆ³n Rafael
- Liaquat Ali
- Liegeon Geoffrey
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- Lima Chantre
- Lina Bruno
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- Livrozet Marine
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- Loschner Anthony
- Loubet Paul
- Loufti Bouchra
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- Lowik Marije
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- Machado Sara
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- Maia Ana Raquel
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- Martin-Loeches Ignacio
- Martinot Martin
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- Martins JoĆ£o
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- Martynenko Olga
- Marwali Eva Miranda
- Maslove David
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- Mathieu Daniel
- Mattei Mathieu
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- Mcarthur Colin
- Mcarthur Colin
- Mccarthy Aine
- Mccarthy Anne
- Mccloskey Colin
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- Mcdonald Sarah
- Mcelroy Aine
- Mcelwee Samuel
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- Mcgeer Allison
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- Mckeown Johnny
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- Meaney Edel
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- Mechlin Maggie
- Meher Maqsood
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- Melo Luis
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- Menkiti Ogechukwu
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- MentrƩ France
- Mentzer Alexander
- Mercier Emmanuelle
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- Merckx Antoine
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- Mergler Blake
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- Mesquita AntĆ³nio
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- Meybeck AgnĆØs
- Meyer Dan
- Meynert Alison
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- Meziane Amina
- Mezidi Mehdi
- Michelanglei CĆ©line
- Michelet Isabelle
- Mihnovit Vladislav
- Mohammed Nassima Si
- Mohd-Hanafiah Farah Nadia
- Moin Asma
- Molina David
- Molinos Elena
- Molloy Brenda
- Mone Mary
- Monteiro Agostinho
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- Montes Claudia
- Montrucchio Giorgia
- Moore Sarah
- Moore Shona
- Morlaes Louis Gerbaud
- Moro Lucia
- Motherway Catherine
- Motos Ana
- Mouquet Hugo
- Moyet Julien
- Mufti Aisha Kalsoom
- Mullaert Jimmy
- Munblit Daniel
- Muneeb Syed
- Munir Nadeem
- Murphy Aisling
- Murphy Aisling
- Murphy Lorna
- Murris MarlĆØne
- Murthy Srinivas
- Musaab Himed
- Muvindi Himasha
- Myrodia Dimitra Melia
- MĆ¼ller Fredrik
- MĆ¼ller Karl Erik
- Nagpal Dave
- Nagrebetsky Alex
- Narayanan Nageswaran
- Nazerali-Maitland Alasdair
- Neant NadĆØge
- Nekliudov Nikita
- Neto Ary Serpa
- Neto Raul
- Neumann Emily
- Ng Pauline Yeung
- Nghi Anthony
- Nguyen Duc
- Nichol Alistair
- Nitayavardhana Prompak
- Nonas Stephanie
- Nor Basri Mat
- Nor Basri Mat
- Noret Marion
- Norman Lisa
- Notari Alessandra
- Noursadeghi Mahdad
- Nowinski Adam
- Nseir Saad
- Nunez Jose
- Nurnaningsih Nurnaningsih
- Nyamankolly Elsa
- Occhipinti Giovanna
- Oconnor Derbrenn
- Ogston Tawnya
- Ogura Takayuki
- Oliveira JoĆ£o
- Oliveira Larissa
- Olliaro Piero
- Ong David
- Oosthuyzen Wilna
- Opavsky Anne
- Openshaw Peter
- Orakzai Saijad
- Orozco-Chamorro Claudia Milena
- Ortoleva Jamel
- Osatnik Javier
- Ouamara Nadia
- Ouissa Rachida
- Oziol Eric
- Oācallaghan Annmarie
- Oādonnell Max
- Oāhalloran Sophie
- Oāhearn Katie
- Oāshea Linda
- Oāsullivan Miriam
- Pagadoy MaĆÆder
- Pages Justine
- Palacios Amanda
- Palacios Mario
- Palmarini Massimo
- Panarello Giovanna
- Panda Prasan Kumar
- Paneru Hem
- Panigada Mauro
- Pansu Nathalie
- Papadopoulos AurƩlie
- Parke Rachael
- Parker Melissa
- Parra Briseida
- Pasha Taha
- Pasquier JƩrƩmie
- Pastene Bruno
- Patauner Fabian
- Patricio Patricia
- Patrier Juliette
- PatrĆ£o LuĆs
- Patterson Lisa
- Pattnaik Rajyabardhan
- Paul Christelle
- Paul Mical
- Paulos Jorge
- Paxton William
- Payen Jean-FranƧois
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Pelosi Paolo
- Peltan Ithan
- Pereira Rui
- Perez Daniel
- Periel Luis
- Perpoint Thomas
- Perrot Clara Mouton
- Pesenti Antonio
- Pestre Vincent
- Petrou Lenka
- Petrov-Sanchez Ventzislava
- Petrovic Michele
- Pettersen Frank Olav
- Peytavin Gilles
- Pharand Scott
- Picard Walter
- Picone Olivier
- Pierobon Carola
- Piersma Djura
- Pimentel Carlos
- Pinto Raquel
- Pires Catarina
- Pironneau Isabelle
- Piroth Lionel
- Pius Riinu
- Plantier Laurent
- Poissy Julien
- Pokeerbux Ryadh
- Poli Sergio
- Pollakis Georgios
- Ponscarme Diane
- Post Andra-Maris
- Postma Douwe
- Povoa Pedro
- Powis Jeff
- Prapa Sofia
- Preau SĆ©bastien
- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark
- Priyadarshani Gamage Dona Dilanthi
- ProenƧa Lucia
- Pudota Sravya
- Pulicken Mathew
- Purcell Gregory
- PuƩchal Oriane
- PĆ³voas Diana
- Quesada Luisa
- 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 JosƩ
- Rammaert Blandine
- Ramos Grazielle Viana
- Rana Asim
- Rangappa Rajavardhan
- Ranjan Ritika
- Rapp Christophe
- Rashan Aasiyah
- Rashan Thalha
- Rasheed Ghulam
- Rasmin Menaldi
- Rau Cornelius
- Raza Ali
- Real Andre
- Rebaudet Stanislas
- Redl Sarah
- Reeve Brenda
- Rego Caroline Martins
- Rehman Attaur
- Reid Liadain
- Reid Liadain
- Reikvam Dag Henrik
- Reis Renato
- Rello Jordi
- Remppis Jonathan
- Remy Martine
- Ren Hongru
- Renk Hanna
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Tiago
- Ribeiro Ana Freitas
- Ribeiro Maria Ines
- Richardson David
- Richardson Denise
- Richier Laurent
- Riera Jordi
- Rincon Diego Fernando Bautista
- Rios Ana
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rizer Nicholas
- Robba Chiara
- Roberto AndrƩ
- Roberts Stephanie
- Robertson David
- Robineau Olivier
- Roche-Campo Ferran
- Rodari Paola
- Rodeia SimĆ£o
- Roessler Bernhard
- Roger Pierre-Marie
- Rojek Amanda
- Rojo Jaime Cruz
- Romaru Juliette
- Roncon-Albuquerque Roberto
- Roriz MĆ©lanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossetti Matteo
- Rossignol BƩnƩdicte
- Rossignol Patrick
- Rousset Stella
- Roy Carine
- Roze BenoƮt
- Rusmawatiningtyas Desy
- Russell Clark
- Ryan Maeve
- Ryan Maria
- Ryckaert Steffi
- RƤtsep Indrek
- Saba Isabela
- Sadaf Sairah
- Sadat Musharaf
- Sahraei Valla
- Saidani Nadia
- Saint-Gilles Maximilien
- Sakiyalak Pranya
- Salahuddin Nawal
- Salazar Leonardo
- Saleem Jodat
- Sales Gabriele
- Sallaberry StƩphane
- Salvator HĆ©lĆØne
- Sanchez Olivier
- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-FranƧois
- Sandulescu Oana
- Sanharawi Mohammed El
- Sant Ceila Maria
- Santo Catarina EspĆrito
- Santos Marlene
- Santos Marta Leal
- 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
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvanayagam Jaganathan
- Semaille Caroline
- Semedi Bambang Pujo
- Semple Malcolm
- Senneville Eric
- Sequeira Filipa
- Sequeira TĆ¢nia
- Shadowitz Ellen
- Shah Naseem Ali
- Shamsah Mohammad
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine
- 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
- Siddiqui Atif
- Sigfrid Louise
- Sikander Rana Imran
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- Silva Catarina
- Silva Maria Joao
- Silva RogƩrio
- Sin Wai Ching
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- Sitompul Pompini Agustina
- Skeie Linda Gail
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- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Sobrino JosƩ Luis Bernal
- Solomon Joshua
- Solomon Tom
- Somers Emily
- Sommet AgnĆØs
- Song Myung Jin
- Song Rima
- Song Tae
- Sotto Albert
- Soum Edouard
- Sousa Ana Chora
- Sousa Marta
- Sperry Alexandra
- 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
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- SurovcovĆ” Magdalena
- Svistunov Andrey
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Taccone Fabio
- 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
- Teixeira JoĆ£o
- Tejada Sofia
- Tellier Marie-Capucine
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- Thakur Anand
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill BenoƮt
- Thompson Shaun
- Thomson David
- Thomson Emma
- Thwaites Ryan
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter
- Timsit Jean-FranƧois
- Tissot NoƩmie
- Toki Maria
- Tonby Kristian
- Torre Marta
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Treoux ThƩo
- Tromeur CĆ©cile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turmel Jean-Marie
- Turtle Lance
- Twardowski Pawel
- TƩoulƩ FranƧois
- Uchiyama Makoto
- Udayanga P.
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy
- Vajdovics Cristinava
- Val-Flores LuĆs
- Valran AmƩlie
- 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 NoƩmie
- Vanoverschelde Henk
- Varghese Pooja
- Vasconcelos Malte Kohns
- Vauchy Charline
- Vecham Pavan Kumar
- Veislinger AurƩlie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal JosƩ Ernesto
- Vieira CĆ©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 AurƩlie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wong Calvin
- Xynogalas Ioannis
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yelnik CĆ©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
- BioMed Central
- Publication date
- 01/12/2022
- Field of study
International audienceBackground: 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
- AdriĆ£o 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 JoĆ£o
- Alves JoĆ£o Melo
- Alves Rita
- Amaral Maria
- Ampaw Phoebe
- Andini Roberto
- AndrƩjak Claire
- Angheben Andrea
- Angoulvant FranƧois
- Ansart S. verine
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Argin G.
- Arlet Jean-BenoƮt
- 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 LaurĆØne
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
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- Ng Pauline Yeung
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- Nseir Saad
- Nunez Jose I.
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- Orozco-Chamorro Claudia Milena
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- Pagadoy MaĆÆder
- Pages Justine
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- Picard Walter
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- Ponscarme Diane
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- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
- Prapa Sofia
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- Prebensen Christian
- Preiser Jean-Charles
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- Turtle Lance C. W.
- Twardowski Pawel
- TƩoulƩ FranƧois
- Uchiyama Makoto
- Udayanga P. G. Ishara
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
- Val-Flores LuĆs
- Valran AmƩlie
- 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 NoƩmie
- Vanoverschelde Henk
- Varghese Pooja
- Vasconcelos Malte Kohns
- Vauchy Charline
- Vecham Pavan Kumar
- Veislinger AurƩlie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal JosƩ 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 AurƩlie
- 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 24Ā 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 24Ā 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 [4.83ā7.10]), treatment in an LMIC (OR [95%CI]; 2.04 [1.97ā2.11]), and tachypnoea at hospital admission (OR [95%CI]; 1.16 [1.14ā1.18]). Patients who failed HFNC/NIV had a higher 28-day fatality ratio (OR [95%CI]; 1.27 [1.25ā1.30]). 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
Characteristics and outcomes of an international cohort of 600ā000 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
- AgnĆØs Meybeck
- AgnĆØs 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
- AmƩlie 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
- AndrƩ Cabie
- AndrƩ Dias
- AndrƩ 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-HĆ©lĆØne 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
- AntĆ³nio 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
- ArsĆØne 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
- AurƩlie Papadopoulos
- AurƩlie Veislinger
- AurƩlie 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 GarcĆa
- Baruch JoaquĆn
- Basanta Gauli
- Basri Mat Nor
- Beane Abigail
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim BeltrĆ£o
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- BenoƮt Roze
- BenoƮt Thill
- Bernard Cholley
- Bernhard Roessler
- Bertrand Dussol
- Bianca Boxma
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Blumberg Lucille
- Bouchra Loufti
- Bozza Fernando
- Brenda Molloy
- Brenda Reeve
- Brendan Scicluna
- Brian Marsh
- Brigitte Elharrar
- Briseida Parra
- Broadley Tessa
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- Burrell Aidan
- BƩnƩdicte Lefebvre
- BƩnƩdicte Rossignol
- Caitriona Cody
- Calvin Wong
- Cameron J Fairfield
- Camile Bouisse
- Camille Couffignal
- Caren Friedrich
- Carine Roy
- Carla Eira
- Carlos Alexandre Antunes de Brito
- Carlos Lumbreras Bermejo
- Carlos M Luna
- Carlos Pimentel
- Carmen Infante Dominguez
- Carola Pierobon
- Carolien van Netten
- Caroline Kosgei
- Caroline Martins Rego
- Caroline Mudara
- Caroline Semaille
- Carolline Araujo
- Carrol Gamble
- Carson Gail
- Cassidy Codan
- Cassie Lawrence
- Catarina Pires
- Catarina Silva
- 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
- 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
- Christophe Fraser
- Christophe Rapp
- Christopher A Green
- Christy Kay
- Ci Wong Xin
- Citarella Barbara Wanjiru
- Claire AndrƩjak
- Claire Foley
- Claire Kelly
- Claire Levy-Marchal
- Clara Flateau
- Clara Mouton Perrot
- Clare Jackson
- Clark D Russell
- Claudia Bianco
- Claudia Figueiredo-Mello
- Claudia Milena Orozco-Chamorro
- Claudia Montes
- Claudia Sepulveda
- Claudina Cruz
- Claudine Badr
- Claudio Duarte Fonseca
- Cleide Barrigoto
- Clotilde Allavena
- ClƩment Le Bihan
- Coilin Smyth
- Colin McArthur
- Colin McArthur
- Colin McCloskey
- Coline Jaud-Fischer
- Colleen Curran
- Coralie Khan
- Coralie Tardivon
- Corine Delsing
- Corinne Daniel
- Cornelius Rau
- Cosimo Cristella
- Courtney Greene
- Cristina De Rose
- Cristinava Vajdovics
- Cynthia Alegre
- Cynthia Braga
- Cyril Cadoz
- Cyril Le Bris
- CĆ©cile Goujard
- CĆ©cile Mear-Passard
- CĆ©cile Tromeur
- CĆ©cile Yelnik
- CĆ©dric Joseph
- CƩdric LaouƩnan
- CĆ©line Dorival
- CĆ©line Ficko
- CĆ©line Michelanglei
- CĆ©sar Vieira
- Dafsah Juzar
- Dag Henrik Reikvam
- Dagens Andrew
- Daisuke Kasugai
- Dalia Lopez-Colon
- Damien Bouhour
- Dan Meyer
- Daniel Glikman
- Daniel Haber
- Daniel Ivulich
- Daniel Marino
- Daniel Mathieu
- Daniel Perez
- Daniela Guerreiro
- Danielle Jaafar
- Danilo Buonsenso
- Dankwa Emmanuelle A
- 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 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 AdriĆ£o
- Diana PĆ³voas
- Diane Descamps
- Diane Ponscarme
- Didier Laureillard
- Diego Bastos Porto
- Diego de Mendoza
- Diego Fernando Bautista Rincon
- Diego Franch-Llasat
- Dimitra Melia Myrodia
- Dinesh Kuriakose
- Diogo Borges
- Diogo Lopes
- Diptesh Aryal
- Djura Piersma
- Domenico Luca Grieco
- Dominic So
- Dominique Deplanque
- Dominique Luton
- Donnelly Christl A
- Dori-Ann Martin
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- Sigfrid Louise
- Silvia CastaƱeda
- Silvia Lourenco
- Sim Choon Ean
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- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- SimĆ£o 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
- Sobia Masood
- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- SofĆa Contreras
- Soizic Le Mestre
- Somers Emily C
- Sophie Halpin
- Sophie Mahy
- Sophie O'Halloran
- Sravya Pudota
- Sree Satyapriya
- Srinivas Murthy
- Stanislas Rebaudet
- Steffi Ryckaert
- Stella Huo
- 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
- StƩphane Jaureguiberry
- StƩphane Lasry
- StƩphane Sallaberry
- StƩphanie Cousse
- StƩphanie Fry
- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- 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
- SĆ©bastien Preau
- SĆ©rgio GaiĆ£o
- SĆ©verine Ansart
- SĆlvia 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
- ThƩo 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
- TĆ¢nia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- ValƩrie Gaborieau
- ValƩrie Garrait
- ValƩrie 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
- VĆ©ronique Lemee
- VĆctor QuirĆ³s GonzĆ”lez
- 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 689ā572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10āyears 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 ā¼30-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
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
- AgnĆØs Meybeck
- AgnĆØs 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
- AmƩlie 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
- AndrƩ Cabie
- AndrƩ Dias
- AndrƩ Roberto
- AndrƩs 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-HĆ©lĆØne 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
- AntĆ³nio 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 SĆøraas
- Arsalan Rahutullah
- Arshad Taqi
- ArsĆØne 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-PĆ©rĆØs
- Aurelius Bonfasius
- Aurore Bousquet
- AurƩlie Papadopoulos
- AurƩlie Veislinger
- AurƩlie 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 Hammarstrƶm
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim BeltrĆ£o
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- BenoƮt Roze
- BenoƮt 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 GonƧalves
- Bronner P GonƧalves 5
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- BƩnƩdicte Lefebvre
- BƩnƩdicte Rossignol
- Caitriona Cody
- Calvin Wong
- Cameron J Fairfield
- Camile Bouisse
- Camilla Lund SĆøraas
- 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
- ClƩment 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
- CĆ©cile Goujard
- CĆ©cile Mear-Passard
- CĆ©cile Tromeur
- CĆ©cile Yelnik
- CĆ©dric Joseph
- CƩdric LaouƩnan
- CĆ©line Dorival
- CĆ©line Ficko
- CĆ©line Michelanglei
- CĆ©sar 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 AdriĆ£o
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- Didier Laureillard
- Diego Bastos Porto
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- Dimitra Melia Myrodia
- Dinesh Kuriakose
- Diogo Borges
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- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- TĆ¢nia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valeria Balan 5
- Valla Sahraei
- ValƩrie Gaborieau
- ValƩrie Garrait
- ValƩrie 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
- VĆ©ronique Lemee
- VĆctor QuirĆ³s GonzĆ”lez
- 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 SƔnchez 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
Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19
- Author
- Abbas A.
- Abdukahil S. A.
- Abdulkadir N. N.
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- Publication venue
- Publication date
- 01/01/2023
- 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 worldās 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