7 research outputs found
Extracting biomedical relations from biomedical literature
- Publication venue
- Publication date
- 01/01/2018
- Field of study
Tese de mestrado em Bioinformática e Biologia Computacional, apresentada à Universidade de Lisboa, através da Faculdade de Ciências, em 2018A ciência, e em especial o ramo biomédico, testemunham hoje um crescimento de conhecimento a uma taxa que clínicos, cientistas e investigadores têm dificuldade em acompanhar. Factos científicos espalhados por diferentes tipos de publicações, a riqueza de menções etiológicas, mecanismos moleculares, pontos anatómicos e outras terminologias biomédicas que não se encontram uniformes ao longo das várias publicações, para além de outros constrangimentos, encorajaram a aplicação de métodos de text mining ao processo de revisão sistemática. Este trabalho pretende testar o impacto positivo que as ferramentas de text mining juntamente com vocabulários controlados (enquanto forma de organização de conhecimento, para auxílio num posterior momento de recolha de informação) têm no processo de revisão sistemática, através de um sistema capaz de criar um modelo de classificação cujo treino é baseado num vocabulário controlado (MeSH), que pode ser aplicado a uma panóplia de literatura biomédica. Para esse propósito, este projeto divide-se em duas tarefas distintas: a criação de um sistema, constituído por uma ferramenta que pesquisa a base de dados PubMed por artigos científicos e os grava de acordo com etiquetas pré-definidas, e outra ferramenta que classifica um conjunto de artigos; e a análise dos resultados obtidos pelo sistema criado, quando aplicado a dois casos práticos diferentes. O sistema foi avaliado através de uma série de testes, com recurso a datasets cuja classificação era conhecida, permitindo a confirmação dos resultados obtidos. Posteriormente, o sistema foi testado com recurso a dois datasets independentes, manualmente curados por investigadores cuja área de investigação se relaciona com os dados. Esta forma de avaliação atingiu, por exemplo, resultados de precisão cujos valores oscilam entre os 68% e os 81%. Os resultados obtidos dão ênfase ao uso das tecnologias e ferramentas de text mining em conjunto com vocabulários controlados, como é o caso do MeSH, como forma de criação de pesquisas mais complexas e dinâmicas que permitam melhorar os resultados de problemas de classificação, como são aqueles que este trabalho retrata.Science, and the biomedical field especially, is witnessing a growth in knowledge at a rate at which clinicians and researchers struggle to keep up with. Scientific evidence spread across multiple types of scientific publications, the richness of mentions of etiology, molecular mechanisms, anatomical sites, as well as other biomedical terminology that is not uniform across different writings, among other constraints, have encouraged the application of text mining methods in the systematic reviewing process. This work aims to test the positive impact that text mining tools together with controlled vocabularies (as a way of organizing knowledge to aid, at a later time, to collect information) have on the systematic reviewing process, through a system capable of creating a classification model which training is based on a controlled vocabulary (MeSH) that can be applied to a variety of biomedical literature. For that purpose, this project was divided into two distinct tasks: the creation a system, consisting of a tool that searches the PubMed search engine for scientific articles and saves them according to pre-defined labels, and another tool that classifies a set of articles; and the analysis of the results obtained by the created system when applied to two different practical cases. The system was evaluated through a series of tests, using datasets whose classification results were previously known, allowing the confirmation of the obtained results. Afterwards, the system was tested by using two independently-created datasets which were manually curated by researchers working in the field of study. This last form of evaluation achieved, for example, precision scores as low as 68%, and as high as 81%. The results obtained emphasize the use of text mining tools, along with controlled vocabularies, such as MeSH, as a way to create more complex and comprehensive queries to improve the performance scores of classification problems, with which the theme of this work relates
COVID-19 symptoms at hospital admission vary with age and sex: results from the ISARIC prospective multinational observational study
- Author
- Abdukahil Sheryl Ann
- Abdukahil Sheryl,
- Abe Ryuzo
- Abel Laurent
- Abreu Julia Rodriguez
- Abreu Julia,
- Absil Lara
- Acker Andrew
- Adachi Shingo
- Adam Elisabeth
- Adrião Diana
- Ainscough Kate
- Akimoto Takako
- Al Qasim Eman
- Al-Dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alex Beatrice
- Alexandre Kévin
- Alfoudri Huda
- Alidjnou Kazali Enagnon
- Alidjnou Kazali,
- Aliudin Jeffrey
- Allavena Clotilde
- Allou Nathalie
- Alves João
- Alves Rita
- Amaral Maria
- Ammerlaan Heidi
- Ampaw Phoebe
- Andini Roberto
- Andrejak Claire
- Angheben Andrea
- ANGOULVANT François
- Ansart Séverine
- Antonelli Massimo
- Arabi Yaseen
- Aragao Irene
- Arcadipane Antonio
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Arora Lovkesh
- Artaud-Macari Elise
- Asensio Angel
- Assie Jean Baptiste
- Assie Jean,
- Atique Anika
- Auchabie Johann
- Aumaitre Hugues
- Azemar Laurène
- Azoulay Cécile
- Bach Benjamin
- Bachelet Delphine
- Baillie J. Kenneth,
- Bak Erica
- Bakakos Agamemnon
- Banisadr Firouzé
- Barbalho Renata
- Barclay Wendy,
- Barnikel Michaela
- Barrelet Audrey
- Barrigoto Cleide
- Basmaci Romain
- Bassi Gianluigi Li
- Bassi Gianluigi,
- Bedossa Alexandra
- Behilill Sylvie
- Bekken Gry Kloumann
- Bekken Gry,
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beluze Marine
- Benech Nicolas
- Benkerrou Dehbia
- Bennett Suzanne
- Bento Luís
- Berdal Jan-Erik
- Bergeaud Delphine
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bhavsar Krishna
- Bissuel François
- Biston Patrick
- Bitker Laurent
- Blanco-Schweizer Pablo
- Blot Mathieu
- Boccia Filomena
- Bogaert Debby
- Bompart François
- Booth Gareth
- Borges Diogo
- Borie Raphaël
- Bos Jeannet
- Bosse Hans Martin
- Bosse Hans,
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller Kévin
- Bouillet Laurence
- Bouisse Camille
- Boureau Anne-Sophie
- Bouscambert Maude
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brickell Kathy
- Brozzi Nicolas
- Buchtele Nina
- Buesaquillo Christian
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Bustos Ingrid,
- Butnaru Denis
- Cabie André
- Cabral Susana
- Caceres Eder
- Callahan Mia
- Calligy Kate
- Calvache Jose Andres
- Calvache Jose,
- Campana Valentine
- Campbell Paul
- Camões João
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carney Gayle
- Carpenter Chloe
- Carret Marie-Christine
- Carrier François Martin
- Carrier François,
- Carson Gail
- Casanova Maire-Laure
- Cascão Mariana
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- Castrillón Henry
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavalli Giulio,
- Cavayas Alexandros
- Ceccato Adrian
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chas Julie
- Chassin Camille
- Chen Anjellica
- Chen Yih-Sharng
- Cheng Matthew Pellan
- Cheng Matthew,
- Cheret Antoine
- Chiarabini Thibault
- Chica Julian
- Chirouze Catherine
- Chiumello Davide
- Cho Hwa Jin
- Cho Hwa,
- Cho Sung Min
- Cho Sung,
- Choez Xavier Sánchez
- Choez Xavier,
- Choileain Orna Ni
- Choileain Orna,
- Cholley Bernard
- Cidade Jose Pedro
- Cidade Jose,
- Citarella Barbara Wanjiru
- Citarella Barbara,
- Ciullo Anna
- Clarke Jennifer
- Clohisey Sara
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Colombo Sebastiano,
- Combs Pamela
- Connelly J.,
- Connor Marie
- Conrad Anne
- Contreras Sofía
- Cooke Graham,
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cormican Sarah
- Cornelis Sabine
- Corpuz Arianne Joy
- Corpuz Arianne,
- Corvaisier Grégory
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cucino Alberto
- Cullen Caroline
- Cummings Matthew
- Curley Gerard
- Curlier Elodie
- Curto Elena Gallego
- Curto Elena,
- Custodio Paula
- Cárcel Sheila
- Da Silva Filipe Ana
- Da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew,
- Dalton Heidi
- Dalton Jo
- Daneman Nick
- Dankwa Emmanuelle,
- Dantas Jorge
- De Araújo Mariz Carolline
- De Brito Carlos Alexandre Antunes
- De Brito Carlos,
- De Castro Nathalie
- De Mendoza Diego
- De Oliveira França Rafael Freitas
- De Oliveira França Rafael,
- De Rosa Rosanna
- De Silva Thushan
- De Vries Peter
- Dean David
- Debray Marie-Pierre
- Dechert William
- Deconninck Lauren
- Decours Romain
- Delacroix Isabelle
- Delavigne Karen
- Deligiannis Ionna
- Dell’amore Andrea
- Delobel Pierre
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Desai Mehul
- Descamps Diane
- Desvallée Mathilde
- Devouge Eglantine Ferrand
- Devouge Eglantine,
- Dewayanti Santi Rahayu
- Dewayanti Santi,
- Diallo Alpha
- Diamantis Sylvain
- Dias André
- Diaz Juan Jose Diaz
- Diaz Juan,
- DIAZ Rodrigo
- Didier Kévin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet Jérôme
- Dinot Vincent
- Diouf Alphonsine
- Dishon Yael
- Djossou Félix
- Docherty Annemarie,
- Dominguez Carmen Infante
- Dominguez Carmen,
- Dong Andy
- Donnelly Christl,
- Donnelly Maria
- Donohue Chloe
- Dorival Céline
- Douglas James Joshua
- Douglas James,
- Douma Renee
- Dournon Nathalie
- Downer Triona
- Downing Mark
- Drake Tom
- Dubee Vincent
- DUBOS François
- Ducancelle Alexandra
- Dudman Susanne
- Dunning Jake
- Duranti Silvia
- Durham Lucian
- Dussol Bertrand
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Dyrhol-Riise Anne,
- D’aragon Frédérick
- D’Orleans Charles Crepy
- D’orleans Charles,
- D’Ortenzio Eric
- Eid Charbel Maroun
- Eid Charbel,
- Eira Carla
- Elapavaluru Subbarao
- Elharrar Brigitte
- Elkheir Natalie
- Ellerbroek Jacobien
- Ellis Rachael
- Eloy Philippine
- Elshazly Tarek
- Enderle Isabelle
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Esperatti Mariano
- Esperou Hélène
- Esposito-Farese Marina
- Estevão João
- Etienne Manuel
- Ettalhaoui Nadia
- Everding Anna Greti
- Everding Anna,
- Evers Mirjam
- Fabre Isabelle
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron,
- Faria Pedro
- Farshait Nataly
- Fatoni Arie Zainul
- Fatoni Arie,
- Faure Karine
- Fayed Mohamed
- Feely Niamh
- Fernandes Jorge
- Fernandes Marília
- Fernandes Susana
- Ferraz Mário
- Ferreira Benigno
- Ferrer-Roca Ricard
- Ferrão Joana
- Figueiredo-Mello Claudia
- Flateau Clara
- Fletcher Tom
- Florio Letizia Lucia
- Florio Letizia,
- Foley Claire
- Fomin Victor
- Fonseca Claudio Duarte
- Fonseca Claudio,
- Fonseca Tatiana
- Fontela Patricia
- Forsyth Simon
- Foti Giuseppe
- Fourn Erwan
- Fowler Rob
- Franch-Llasat Diego
- Fraser Christophe
- Fraser John
- Freire Marcela Vieira
- Freire Marcela,
- Friedrich Caren
- Fry Stéphane
- Fuentes Nora
- Fukuda Masahiro
- Gaborieau Valérie
- Gachet Benoît
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- Gaião Sérgio
- Gallagher Phil
- Gamble Carrol
- Garan Arthur
- Garcia Rebekha
- Garcia-Gallo Esteban
- GarcÍa Ruth Noemí Jorge
- García Ruth,
- Garot Denis
- Garrait Valérie
- Gault Nathalie
- Gavin Aisling
- Gaymard Alexandre
- Gebauer Johannes
- Germano Nuno
- Ghosn Jade
- Giani Marco
- Giaquinto Carlo
- Gibson Jess
- Gigante Tristan
- Gilg Morgane
- Giordano Guillermo
- Girvan Michelle
- Gissot Valérie
- Giwangkancana Gezy
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Golob Jonathan
- Gorenne Isabelle
- Goujard Cécile
- Goulenok Tiphaine
- Grable Margarite
- Grandin Edward Wilson
- Grandin Edward,
- Granier Pascal
- Grasselli Giacomo
- Green Christopher,
- Greenhalf William
- Greffe Segolène
- Grieco Domenico Luca
- Grieco Domenico,
- Griffee Matthew
- Griffiths Fiona
- Grigoras Ioana
- Groenendijk Albert
- Gruner Heidi
- Gu Yusing
- Guedj Jérémie
- Guellec Dewi
- Guerguerian Anne-Marie
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- Guimard Thomas
- Gómez-Junyent Joan
- Haber Daniel
- Hakak Sheeba
- Hall Matthew
- Halpin Sophie
- Hamer Ansley
- Hamidfar Rebecca
- Hammond Terese
- Hardwick Hayley
- Harley Kristen
- Harrison Ewen,
- Harrison Janet
- Hays Leanne
- Heerman Jan
- Heggelund Lars
- Hendry Ross
- Hennessy Martina
- Henriquez-Trujillo Aquiles
- Hentzien Maxime
- Hernandez-Montfort Jaime
- Herreros Jose Miguel Cisneros
- Herreros Jose,
- Hidayah Astarini
- Higgins Dawn
- Higgins Eibhilin
- Hinton Samuel
- Hipólito-Reis Ana
- Hiraiwa Hiroaki
- Hiscox Julian,
- Ho Antonia Ying Wai
- Ho Antonia,
- Hoctin Alexandre
- Hoffmann Isabelle
- Hoiting Oscar
- Holt Rebecca
- Holten Aleksander Rygh
- Holten Aleksander,
- Holter Jan Cato
- Holter Jan,
- Horby Peter
- Horcajada Juan Pablo
- Horcajada Juan,
- Hoshino Koji
- Hoshino Kota
- Hough Catherine,
- Hssain Ali Ait
- Hssain Ali,
- Hsu Jimmy Ming-Yang
- Hulot Jean-Sébastien
- Humaid Felwa Bin
- Humaid Felwa,
- Ijaz Samreen
- Illes Hajnal-Gabriela
- Inácio Hugo
- Iosifidis Elias
- Irvine Lacey
- Isgett Sarah
- Isidoro Tiago
- Isnard Margaux
- Itai Junji
- Ivulich Daniel
- Jaafoura Salma
- Jabot Julien
- Jackson Clare
- Jamieson Nina
- Jaureguiberry Stéphane
- Javidfar Jeffrey
- Jean-Benoît Zabbe
- Jego Florence
- Jenum Synne
- Jimenez Juan Fernado Masa
- Jimenez Juan,
- Johal Simreen Kaur
- Johal Simreen,
- Joseph Cédric
- Joseph Mark
- Jouvet Philippe
- Jung Hanna
- Kafif Ouifiya
- Kaguelidou Florentia
- Kali Sabina
- Kalomoiri Smaragdi
- Kandamby Darshana Hewa
- Kandamby Darshana,
- Kandel Chris
- Kant Ravi
- Kartsonaki Christiana
- Kasugai Daisuke
- Katz Kevin
- Keating Sean
- Kelly Andrea
- Kelly Sadie
- Kennedy Lisa
- Kennon Kalynn
- Kerroumi Younes
- Kestelyn Evelyne
- Khalid Imrana
- Khalil Antoine
- Khan Coralie
- Khan Irfan
- Kho Michelle,
- Khoo Saye
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kildal Anders,
- Kimmoun Antoine
- Kindgen-Milles Detlef
- Kitamura Nobuya
- Klenerman Paul
- Knight Stephen
- Kobbe Robin
- Korten Volkan
- Kosgei Caroline
- Krawczyk Karolina
- KUMAR Deepali
- Kurtzman Ethan
- Kutsogiannis Demetrios
- Kyriakoulis Konstantinos
- LACHATRE Marie
- Lacoste Marie
- Laffey John,
- Lagrange Marie
- Laine Fabrice
- Lambert Marc
- Lamontagne François
- Langelot-Richard Marie
- Lantang Eka Yudha
- Lantang Eka,
- Lanza Marina
- Laouénan Cédric
- Laribi Samira
- Lariviere Delphine
- Launay Odile
- Lavie-Badie Yoan
- Law Andrew
- Le Bihan Clément
- Le Bris Cyril
- Le Coustumier Eve
- Le Falher Georges
- Le Gac Sylvie
- Le Hingrat Quentin
- Le Maréchal Marion
- Le Mestre Soizic
- Le Moing Vincent
- Le Nagard Hervé
- Le Turnier Paul
- Le Van Tan
- Le Minh
- Leal Ema
- Lee James
- Lee Su Hwan
- Lee Su,
- Lee Todd
- Leeming Gary
- Lefebvre Bénédicte
- Lefebvre Laurent
- Lefevre Benjamin
- Lellouche François
- Lemaignen Adrien
- Lemee Véronique
- Lemmink Gretchen
- Leone Michela
- Lepiller Quentin
- Lescure François-Xavier
- Lesens Olivier
- Lesouhaitier Mathieu
- Levy Bruno
- Levy Yves
- Levy-Marchal Claire
- León Rafael
- Liang Janet
- Lim Wei Shen
- Lim Wei,
- Lina Bruno
- Lind Andreas
- Lingas Guillaume
- Lion-Daolio Sylvie
- Liu Keibun
- Loforte Antonio
- Lolong Navy
- Lopes Diogo
- Lopez-Colon Dalia
- Lordemann Anja Grosse
- Lordemann Anja,
- Loubet Paul
- Lucet Jean Christophe
- Lucet Jean,
- Luna Carlos,
- Lungu Olguta
- Luong Liem
- Luton Dominique
- Lyons Ruth
- L’Her Erwan
- Maasikas Olavi
- Macdonald Sarah
- Machado Moïse
- Macheda Gabrielle
- Madhok Jai
- Mahieu Rafael
- Mahy Sophie
- Maier Lars Siegfrid
- Maier Lars,
- Maillet Mylène
- Maitre Thomas
- Malaque Ana
- Maldonado Hugo Miranda
- Maldonado Hugo,
- Malfertheiner Maximilian
- Malik Nadia
- Maltez Fernando
- Malvy Denis
- MAMBERT Marina
- Manda Victoria
- Mandei Jose,
- Mangoni Emanuele Durante
- Mangoni Emanuele,
- Manning Edmund
- Manuel Aldric
- Marino Flávio
- Marques Ana
- Marquis Catherine
- Marsh Brian
- Marsh Laura
- Marshall John
- Martelli Celina Turchi
- Martelli Celina,
- Martin Dori-Ann
- Martin Emily
- Martin-Blondel Guillaume
- Martin-Loeches Ignacio
- Martin-Quiros Alejandro
- Martinot Martin
- Martins Ana
- Martins João
- Martucci Gennaro
- Marwali Eva Miranda
- Marwali Eva,
- Maslove David
- Mason Sabina
- Matan Moshe
- Mathieu Daniel
- Mattei Mathieu
- Matulevics Romans
- Maulin Laurence
- Mc Evoy Natalie
- Mccarthy Aine
- Mccloskey Colin
- Mcconnochie Rachael
- Mcdermott Sherry
- McDonald Sarah
- Mcelwee Samuel
- Mcevoy Natalie
- McGeer Allison
- Mcguinness Niki
- Mclean Kenneth,
- Mcnicholas Bairbre
- Meaney Edel
- Mear-Passard Cécile
- Mechlin Maggie
- Mele Ferruccio
- Menon Kusum
- Mentré France
- Mentzer Alexander,
- Mercier Noémie
- Merckx Antoine
- Mergler Blake
- Merson Laura
- Mesquita António
- Meybeck Agnès
- Meynert Alison,
- Meyssonnier Vanina
- Meziane Amina
- Mezidi Medhi
- Michelanglei Céline
- Mihnovitš Vladislav
- Mohammed Nassima Si
- Mohammed Nassima,
- Moin Asma
- Molina David
- Molinos Elena
- Mone Mary
- Monteiro Agostinho
- Montes Claudia
- Montrucchio Giorgia
- Moore Sarah
- Moore Shona,
- Morales-Cely Lina
- Morlaes Louis Gerbaud
- Morlaes Louis,
- Moro Lucia
- Motos Ana
- Mouquet Hugo
- Moyet Julien
- Mullaert Jimmy
- Munblit Daniel
- Murphy Derek
- Murris Marlène
- Myrodia Dimitra Melia
- Myrodia Dimitra,
- Müller Fredrik
- Müller Karl Erik
- Müller Karl,
- Neant Nadège
- Neb Holger
- Nekliudov Nikita,
- Neto Raul
- Neumann Emily
- Neves Bernardo
- Ng Pauline Yeung
- Ng Pauline,
- Ng Wing Yiu
- Ng Wing,
- Nichol Alistair
- Nonas Stephanie
- Noret Marion
- Norman Lisa
- Notari Alessandra
- Noursadeghi Mahdad
- Nowicka Karolina
- Nseir Saad
- Nunez Jose,
- Nuñez Maria Angelica Rivera
- Nuñez Maria,
- Nyamankolly Elsa
- N’Guyen Yohan
- Occhipinti Giovanna
- Ogston Tawnya
- Ogura Takayuki
- Oh Tak-Hyuk
- Ohshimo Shinichiro
- Oinam Budha Charan Singh
- Oinam Budha,
- Oliveira Ana Pinho
- Oliveira Ana,
- Oliveira João
- Olliaro Piero
- Ong David,
- Oosthuyzen Wilna
- Openshaw Peter,
- Orozco-Chamorro Claudia Milena
- Orozco-Chamorro Claudia,
- Orquera Andrés
- Osatnik Javier
- Ouamara Nadia
- Ouissa Rachida
- Owyang Clark
- Oziol Eric
- O’donnell Max
- O’hearn Katie
- O’neil Conar
- Pagadoy Maïder
- Pages Justine
- Palacios Mario
- Palmarini Massimo
- Panarello Giovanna
- Panda Prasan Kumar
- Panda Prasan,
- Panigada Mauro
- Pansu Nathalie
- Papadopoulos Aurélie
- Parra Briseida
- Pasquier Jérémie
- Patauner Fabian
- Patrão Luís
- Paul Christelle
- Paul Mical
- Paulos Jorge
- Paxton William,
- Payen Jean-François
- Pearse India
- Peek Giles,
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Peltan Ithan,
- Pereira Rui
- Perez Daniel
- Perpoint Thomas
- Perrot Clara Mouton
- Perrot Clara,
- Pesenti Antonio
- Petroušová Lenka
- Petrov-Sanchez Ventzislava
- Peytavin Gilles
- Pharand Scott
- Piagnerelli Michael
- Picard Walter
- Picone Olivier
- Piel-Julian Marie
- Pierobon Carola
- Pimentel Carlos
- Piroth Lionel
- Pius Riinu
- Piva Simone
- Plantier Laurent
- Plotkin Daniel
- Poissy Julien
- Pokorska-Spiewak Maria
- Poli Sergio
- Pollakis Georgios
- Popielska Jolanta
- Postma Douwe,
- Povoa Pedro
- Powis Jeff
- Prapa Sofia
- Prebensen Christian
- Preiser Jean-Charles
- Prestre Vincent
- Price Nicholas
- Prinssen Anton
- Pritchard Mark,
- Proença Lúcia
- Purcell Gregory
- Puéchal Oriane
- Póvoas Diana
- Quesada Luisa
- Quist-Paulsen Else
- Quraishi Mohammed
- Rabaud Christian
- Rafiq Marie
- Ragazzo Gabrielle
- Rainieri Fernando
- Ramakrishnan Nagarajan
- Ramanathan Kollengode
- Rammaert Blandine
- Rapp Christophe
- Rasmin Menaldi
- Rau Cornelius
- Rebaudet Stanislas
- Redl Sarah
- Reeve Brenda
- Rego Caroline Martins
- Rego Caroline,
- Reid Liadain
- Reis Renato
- Remppis Jonathan
- Remy Martine
- Renk Hanna
- Resende Liliana
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Luis,
- Ribeiro Ana Freitas
- Ribeiro Ana,
- Richardson David
- Richardson Denise
- Richier Laurent
- Riera Jordi
- Rincon Diego Fernando Bautista
- Rincon Diego,
- Rios Ana Lúcia
- Rios Ana,
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rizer Nicholas
- Roberto André
- Roberts Stephanie
- Robertson David,
- Robineau Olivier
- Roche-Campo Ferran
- Rodari Paola
- Rodeia Simão
- Roilides Emmanuel
- Rojek Amanda
- Romaru Juliette
- Roncon-Albuquerque Roberto
- Roriz Mélanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossignol Bénédicte
- Rossignol Patrick
- Roy Carine
- Roze Benoît
- Russell Clark,
- Ryckaert Steffi
- Rätsep Indrek
- Rössler Bernhard
- Saba Isabela
- Sadat Musharaf
- Saidani Nadia
- Salazar Leonardo
- Sales Gabriele
- Sallaberry Stéphane
- Salvator Hélène
- Sanchez Juan Macias
- Sanchez Juan,
- Sanchez Olivier
- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandulescu Oana
- Sanharawi Mohammed El
- Sanharawi Mohammed,
- Sant Ceila Maria
- Sant Ceila,
- Santos Marlene
- Santos Marta Leal
- Santos Marta,
- Santos-Olmo Rosario Maria Torres
- Santos-Olmo Rosario,
- Sarfo-Mensah Shirley
- Sarton Benjamine
- Saviciute Egle
- Savvidou Parthena
- Scarsbrook Joshua
- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
- Schroll Stephan
- Schwameis Michael
- Scott Janet,
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Semaille Caroline
- Semple Malcolm,
- Senneville Eric
- Sequeira Filipa
- Sequeira Tânia
- Shadowitz Ellen
- Shamsah Mohammad
- Sharma Pratima
- Shaw Catherine,
- Shaw Victoria
- Shiban Nisreen
- Shime Nobuaki
- Shimizu Hiroaki
- Shimizu Keiki
- Shrapnel Sally
- Shum Hoi Ping
- Shum Hoi,
- Sigfrid Louise
- Silva Catarina
- Silva Maria Joao
- Silva Maria,
- Sin Wai Ching
- Sin Wai,
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Solis Monserrat
- Solomon Joshua
- Solomon Tom
- Somers Emily
- Sommet Agnès
- Song Myung Jin
- Song Myung,
- Song Rima
- Song Tae
- Sonntagbauer Michael
- Sotomayor Ruth Jimbo
- Sotomayor Ruth,
- Soum Edouard
- Sousa Marta
- Souza-Dantas Vicente
- Sperry Alexandra
- Sriskandan Shiranee
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Stienstra Ymkje
- Stiksrud Birgitte
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Strudwick Samantha
- Stuart Ami
- Stuart David
- Suen Jacky,
- Sultana Asfia
- Summers Charlotte
- Svistunov Magdalena Surovcová Andrey A.
- Svistunov Magdalena,
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Tagherset Lysa
- Talarek Ewa
- Taleb Sara
- Talsma Jelmer
- Tamlihat Younes Ait
- Tamlihat Younes,
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tardivon Coralie
- Tattevin Pierre
- Taufik M. Azhari,
- Tedder Richard,
- Teixeira João
- Tellier Marie-Capucine
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Thibault V.
- Thiberville Simon-Djamel
- Thill Benoît
- Thompson A.,
- Thompson Shaun
- Thomson David
- Thomson Emma,
- Thuy Duong Bich
- Thuy Duong,
- Thwaites Ryan,
- Timashev Peter,
- Timsit Jean-François
- Toki Maria
- Tonby Kristian
- Torres Antoni
- Torres Margarida
- Trieu Huynh Trung
- Trieu Huynh,
- Trioux Théo
- Tromeur Cécile
- Trontzas Ioannis
- Troost Jonathan
- Trouillon Tiffany
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turtle Lance,
- Tutillo Diego Rolando Morocho
- Tutillo Diego,
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uva Maria,
- Val-Flores Luís
- Van De Velde Stijn
- Van Den Berge Marcel
- Van Der Feltz Machteld
- Van Der Vekens Nicky
- Van Der Voort Peter
- Van Der Werf Sylvie
- Van Dyk Marlice
- Van Gulik Laura
- Van Hattem Jarne
- Van Lelyveld Steven
- Van Netten Carolien
- Van Vinh Chau Nguyen
- Vanel Noémie
- Vanoverschelde Henk
- Vasconcelos Malte Kohns
- Vasconcelos Malte,
- Vauchy Charline
- Vecham Pavan Kumar
- Vecham Pavan,
- Veislinger Aurélie
- Velazco Jorge
- Ventura Sara
- Verbon Annelies
- Vidal José Ernesto
- Vidal José,
- Vieira César
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Vijayaraghavan Bharath,
- Villanueva Joy Ann
- Villanueva Joy,
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Visseaux Benoit
- Visser Hannah
- Vuorinen Aapeli
- Vuotto Fanny
- Wang Chih-Hsien
- Wei Jia
- Weil Katharina
- Wesselius Sanne
- Wham Murray
- Whelan Bryan
- White Nicole
- Wiedemann Aurélie
- Wille Keith
- Wils Evert-Jan
- Xynogalas Ioannis
- Yacoub Sophie
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yelnik Cécile
- Yerkovich Stephanie
- Yokoyama Toshiki
- Yonis Hodane
- Young Paul
- Yuliarto Saptadi
- Zabbe Marion
- Zacharowski Kai
- Zahran Maram
- Zambon Maria
- Zanella Alberto
- Zawadka Konrad
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2021
- Field of study
Background:
The ISARIC prospective multinational observational study is the largest cohort of hospitalized patients with COVID-19. We present relationships of age, sex, and nationality to presenting symptoms.
Methods:
International, prospective observational study of 60 109 hospitalized symptomatic patients with laboratory-confirmed COVID-19 recruited from 43 countries between 30 January and 3 August 2020. Logistic regression was performed to evaluate relationships of age and sex to published COVID-19 case definitions and the most commonly reported symptoms.
Results:
‘Typical’ symptoms of fever (69%), cough (68%) and shortness of breath (66%) were the most commonly reported. 92% of patients experienced at least one of these. Prevalence of typical symptoms was greatest in 30- to 60-year-olds (respectively 80, 79, 69%; at least one 95%). They were reported less frequently in children (≤ 18 years: 69, 48, 23; 85%), older adults (≥ 70 years: 61, 62, 65; 90%), and women (66, 66, 64; 90%; vs. men 71, 70, 67; 93%, each P < 0.001). The most common atypical presentations under 60 years of age were nausea and vomiting and abdominal pain, and over 60 years was confusion. Regression models showed significant differences in symptoms with sex, age and country.
Interpretation:
This international collaboration has allowed us to report reliable symptom data from the largest cohort of patients admitted to hospital with COVID-19. Adults over 60 and children admitted to hospital with COVID-19 are less likely to present with typical symptoms. Nausea and vomiting are common atypical presentations under 30 years. Confusion is a frequent atypical presentation of COVID-19 in adults over 60 years. Women are less likely to experience typical symptoms than men
Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasmine Kaur
- Abby Hurd
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abid Khatak
- Adam Ali
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Notari
- Alex Browne
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anders Benjamin Kildal
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Hershey
- Andrew Udy
- Andrey Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Annmarie O'Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- António Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arsalan Rahutullah
- Arshad Taqi
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asfia Sultana
- Asgar Rishu
- Ashraf Sheharyar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Aurelius Bonfasius
- Aurore Bousquet
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Axelle Braconnier
- Ayodhia Pitaloka
- Azlan Mat Soom
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
- Baillie J Kenneth
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barrio Noelia García
- Baruch Joaquín
- Basanta Gauli
- Basri Mat Nor
- Beane Abigail
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim Beltrão
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- Benoît Roze
- Benoît 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
- Bénédicte Lefebvre
- Bénédicte 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 Andréjak
- 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
- Clément 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
- Cécile Goujard
- Cécile Mear-Passard
- Cécile Tromeur
- Cécile Yelnik
- Cédric Joseph
- Cédric Laouénan
- Céline Dorival
- Céline Ficko
- Céline Michelanglei
- César Vieira
- Dafsah Juzar
- Dag Henrik Reikvam
- 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 Adrião
- Diana Póvoas
- 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
- Dorothea Rosenberger
- Dorothy Breen
- Dounia Bouhmani
- Douwe F Postma
- Drashti Patel
- Dubravka Supic
- Duc Nguyen
- Dunning Jake
- Dwi Utomo Nusantara
- Dzawani Muhamad
- Ebenezer Rabindrarajan
- Edel Meaney
- Eder Caceres
- Edmund Manning
- Edouard Soum
- Edward Wilson Grandin
- Efstathia Mihelis
- Eglantine Ferrand Devouge
- Egle Saviciute
- Eibhilin Higgins
- Eka Airlangga
- Eka Yudha Lantang
- Elaine Conway
- Elaine Gilroy
- Elaine McPartlan
- Elena Molinos
- Elias Iosifidis
- Elisa Demonchy
- Elisabeth Adam
- Elisabeth Botelho-Nevers
- Elisabetta Spinuzza
- Elise Artaud-Macari
- Ellen Shadowitz
- Elodie Curlier
- Elotmani Loubna
- Elsa Nyamankolly
- Else Quist-Paulsen
- Ema Leal
- Eman Al Qasim
- Emanuele Durante-Mangoni
- Emily Martin
- Emily Neumann
- Emma C Thomson
- Emma Clarke
- Emma Costigan
- Emmanuel Roilides
- Emmanuelle Denis
- Emmanuelle Mercier
- Eric D'Ortenzio
- Eric Delaveuve
- Eric Gnall
- Eric Oziol
- Eric Senneville
- Erica Bak
- Erlina Burhan
- Erni Nelwan
- Ernita Akmal
- Erwan Fourn
- Erwan L'Her
- Escher Martina
- Esteban Garcia-Gallo
- Ethan Kurtzman
- Etienne De Montmollin
- Eva Geraud
- Eva Miranda Marwali
- Eva Stolz
- Eve Defous
- Ewa Talarek
- Ewen M Harrison
- Fabian Patauner
- Fabrice Laine
- Fakhir Haidri
- Fanny Vuotto
- Fara Diop
- Farah Nadia Mohd-Hanafiah
- Farah Nadiah Bidin
- Farshait Nataly
- Felwa Bin Humaid
- Fernando Maltez
- Fernando Rainieri
- Ferran Roche-Campo
- Ferruccio Mele
- Filipa Brás Monteiro
- Filipa Cardoso
- Filipa Sequeira
- Filipe Cardoso
- Filomena Boccia
- Fiona Griffiths
- Fionnuala O Brien
- Firouzé Bani-Sadr
- Florence Jego
- Florent Peelman
- Florentia Kaguelidou
- Flávio Marino
- Francisco Arancibia
- Frank Bloos
- Frank Manetta
- Frank Olav Pettersen
- Frank van Someren Greve
- François Angoulvant
- François Bissuel
- François Bompart
- François Dubos
- François Goehringer
- François Lamontagne
- François Lellouche
- François Martin Carrier
- François Téoulé
- François-Xavier Catherine
- François-Xavier Ferrand
- François-Xavier Lescure
- Fredrik Müller
- Frédérick D'Aragon
- Félix Djossou
- G Argin
- Gabriel Macheda
- Gabriel Suen
- Gabriele Sales
- Gabrielle Ragazzo
- Galyna Kutsyna
- Gamage Dona Dilanthi Priyadarshani
- Gan Ee Xian
- Ganesh Kumar
- Gary Leeming
- Gary Schwartz
- Gayatri Vishwanathan
- Gayle Carney
- Gennaro Martucci
- Geoffrey Liegeon
- Georges Le Falher
- Georgios Pollakis
- Geraldine Goco
- Gerard Curley
- Ghulam Rasheed
- Giacomo Grasselli
- Gianluigi Li Bassi
- Giles J Peek
- Gilles Peytavin
- Gillian de Loughry
- Giorgia Montrucchio
- Giovanna Occhipinti
- Giovanna Panarello
- Giri Shan Rajahram
- Giulia Bertoli
- Giulio Giovanni Cavalli
- Giuseppe Foti
- Gloria Crowl
- Goffard Jean-Christophe
- Gonçalves Bronner P
- Graham S Cooke
- Gregory Purcell
- Gretchen Lemmink
- Gry Kloumann Bekken
- Grégory Corvaisier
- Gugapriyaa Muyandy
- Guillame Louis
- Guillaume Lingas
- Guillaume Martin-Blondel
- Guillermo Giordano
- Guillermo Maestro de la Calle
- Guylaine Castor-Alexandre
- Gwenaël Le Moal
- Gwenhaël Colin
- Gyan Sandhu
- Ha Sha Lene
- Haider Hirkani
- Haixia Shi
- Hajnal-Gabriela Illes
- Hall Matthew
- Hanan Fateena
- Hanna Jung
- Hanna Renk
- Hannah Habraken
- Hannah Keane
- Hannah Visser
- Hans Martin Bosse
- Harald Vonkeman
- Hashmi Madiha
- Hashmi Madiha
- Hassan Tawfik
- Hayato Taniguchi
- Hayley Hardwick
- Hazel Bergin
- Heidi Dalton
- Heidi Gruner
- Helen Doherty
- Helen Tuite
- Helena Barrasa
- Hem Paneru
- Heng Gee Lee
- Henk Vanoverschelde
- Henry Castrillón
- Hernando Torres-Zevallos
- Hervé Le Nagard
- Hiba Zayyad
- Hikombo Hitoto
- Himasha Muvindi
- Himed Musaab
- Hiroaki Hiraiwa
- Hiroaki Shimizu
- Hiroyuki Tanaka
- Hiu Jian Chua
- Ho Antonia
- Hodane Yonis
- Hoi Ping Shum
- Holger Neb
- Hon Shen Png
- Hongru Ren
- Horby Peter
- Hubert Tessier-Grenier
- Huda Alfoudri
- Huda Taqdees
- Hugo Inácio
- Hugo Miranda-Maldonado
- Hugo Mouquet
- Hugo Van Willigen
- Hugues Aumaitre
- Hugues Cordel
- Husna Begum
- Hélène Esperou
- Hélène Salvator
- Iam Claire E Sarmiento
- Ida Carroll
- Ikram Houas
- Ilka Engelmann
- Ilonka van Veen
- Imran Ali
- Imrana Khalid
- Indrek Rätsep
- Ingrid G Bustos
- Inês Carqueja
- Ioana Grigoras
- Ioannis Trontzas
- Ioannis Xynogalas
- Ionna Deligiannis
- Iqbal Elyazar
- Iqbal Hussain
- Irene Aragao
- Irfan Khan
- Isabel Ferreira
- Isabela Saba
- Isabelle Delacroix
- Isabelle Enderle
- Isabelle Fabre
- Isabelle Gorenne
- Isabelle Hoffmann
- Isabelle Michelet
- Isabelle Pironneau
- ISARIC Clinical Characterisation Group: Ali Abbas
- Ithan D Peltan
- Ivo Castro
- J Kevin Baird
- Jack Song Chia
- Jacky Y Suen
- Jacobien Ellerbroek
- Jade Ghosn
- Jae Burm Kim
- Jaganathan Selvanayagam
- Jaime Cruz Rojo
- Jaime Hernandez-Montfort
- Jamel Ortoleva
- James Joshua Douglas
- James Lee
- James Scott-Brown
- James Vickers
- Jan Cato Holter
- Jan Heerman
- Jan-Erik Berdal
- Jananee Thirumanickam
- Janet Harrison
- Janet Liang
- Janet T Scott
- Jaques Sztajnbok
- Jarne Van Hattem
- Jason Bouziotis
- Jassat Waasila
- Javier Maynar
- Javier Osatnik
- Jawad Hameed
- Jean Baptiste Assie
- Jean Christophe Lucet
- Jean Foley
- Jean-Benoît Arlet
- Jean-Charles Gagnard
- Jean-Charles Preiser
- Jean-Daniel Lelievre
- Jean-François Payen
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- Rachael McConnochie
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- Simão Rodeia
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- Tae Song
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- 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
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- Terese Hammond
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
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- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vecham Pavan Kumar
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Janes
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Véronique Lemee
- Víctor Quirós González
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wei Jia
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wils Evert-Jan
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Yael Dishon
- Yan Chyi Tan
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- 28/02/2023
- Field of study
Background: We describe demographic features, treatments and clinical outcomes in the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) COVID-19 cohort, one of the world's largest international, standardized data sets concerning hospitalized patients. Methods: The data set analysed includes COVID-19 patients hospitalized between January 2020 and January 2022 in 52 countries. We investigated how symptoms on admission, co-morbidities, risk factors and treatments varied by age, sex and other characteristics. We used Cox regression models to investigate associations between demographics, symptoms, co-morbidities and other factors with risk of death, admission to an intensive care unit (ICU) and invasive mechanical ventilation (IMV). Results: Data were available for 689 572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10 years 1.49 (95% CI 1.48, 1.49)] and male sex [1.23 (1.21, 1.24)] were associated with a higher risk of death. Rates of admission to an ICU and use of IMV increased with age up to age 60 years then dropped. Symptoms, co-morbidities and treatments varied by age and had varied associations with clinical outcomes. The case-fatality ratio varied by country partly due to differences in the clinical characteristics of recruited patients and was on average 21.5%. Conclusions: Age was the strongest determinant of risk of death, with a ∼30-fold difference between the oldest and youngest groups; each of the co-morbidities included was associated with up to an almost 2-fold increase in risk. Smoking and obesity were also associated with a higher risk of death. The size of our international database and the standardized data collection method make this study a comprehensive international description of COVID-19 clinical features. Our findings may inform strategies that involve prioritization of patients hospitalized with COVID-19 who have a higher risk of death
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasiyah Rashan 9
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abi Beane 10
- Abid Khatak
- Abigail Beane
- Adam Ali
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Aidan Burrell
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- Subbarao Elapavaluru
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- Sue Smith 5
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- Sílvia Ferreira
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- Tak-Hyuk Oh
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- Taku Tanaka
- Takuya Shiga
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- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tatsuya Kawasaki
- Tawnya Ogston
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- Teresa Lawrence
- Terese Hammond
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thipsavanh Bounphiengsy
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tiziana Meschi
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Touxiong Yiaye
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valeria Balan 5
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Viladeth Praphasiri
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Volkan Korten
- Véronique Lemee
- Víctor Quirós González
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xavier Sánchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yuli V Fuentes 1
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use
Global variation in postoperative mortality and complications after cancer surgery: a multicentre, prospective cohort study in 82 countries
- Author
- A Yacoub Mina
- A. Adam Mohammed
- A. Nassar Mahmoud
- A.Nemer Ayoob
- Aahlin Eirik Kjus
- Ab Rahim Mohd Fadliyazid
- Abad Gurumeta Alfredo
- Abad-Motos Ane
- Abang Jamari Dyg Zahratul Hamrak
- Abantanga Francis
- Abarca Sol
- Abazid Eias
- Abbas Abbas
- Abbas Khalid
- Abbas Mohammad Monir
- Abbasy Jibran
- Abbosh Ali
- Abd Karim Muhammad Fairuz Shah
- Abd Wahab Haidar Hadri
- Abd Barook
- Abdalei Abdulwahab
- Abdalla Ahmed Elkamel Ahmed
- Abdallah Aya
- AbdAllah Mostafa Salim Mohamed
- Abdel Malik Abu Baker
- Abdelhady Mousa Heba
- Abdelhady Samar
- Abdelhakim Ahmed
- Abdelkader Muhammad
- Abdelkawy Shaza
- Abdelkhalek Mohamed
- Abdellatif Esraa
- Abdelmaksoud Tawakel Noura
- Abdelmohsen Naglaa
- Abdelmotaleb Ibrahem
- Abdelrazek Aly
- Abdelsalam Israa
- Abdelshakour Mahmoud
- Abdelwahed Ahmed Mohamed
- Abdou Abdulrahman Osama
- Abdou Alrawy
- Abdou Hossam
- Abdul Aziz Mohamed Rezal
- Abdul Aziz Nora
- Abdulgawad Almogy Mariam
- Abdulla Mazin A.
- Abdullah Muhammad Tariq
- Abdullahi Lawal
- Abdullayev Seymur
- Abed Saeed
- Abelló David
- Abiola Olajide
- Abo mahadi Asmaa'
- Abo-khammash Areej
- Abou Chaar Mohamad K.
- Abou El.soud Moustafa Ramadan
- Abouelsoad Nervana
- Abraham Joyner
- Abreu da Silva Alberto
- Abu Ahammala Ayman B.
- Abu Al Amrain Mahmoud
- Abu Al-saleem Hasan
- Abu Alamrain Abdulwhhab
- Abu Alqumboz Amjad
- Abu Ataya Ahmed
- Abu hallalah Muad fathi khalleefah
- Abu Jamie Najlaa
- Abu Jayyab Israa
- Abu shua'ib Rana
- Abu Zainah Baraa
- Abu-Nimeh Samar
- Abu-Rous Mohammed R.
- Abu-srour Abrar
- Abuelhatal Hasan
- Abuelqomboz Ayham
- Abuhilal Baseel
- Abuhlaiga Ma'aly
- Abujamra Saleh
- Abukhalaf Sadi A.
- Abusalem Lana
- AbuSirrees Mahmoud
- Acevedo Veronica
- Acharya Rajgopal
- Achkasov Sergey
- Acosta Eric
- Adamo Karin
- Adamou Harissou
- Adams Jamie
- Adams Lawrence
- Adawi Samer
- Adebanjo Ademola
- Adel Marina
- Adel Sawsan
- Ademuyiwa Adesoji
- Ademuyiwa Adesoji
- Adenuga Adedire
- Aderounmu Adewale
- Adesanya Opeoluwa
- Adesina Alaba
- Adesunkanmi Abdul-Rashid
- Adeyeye Ademola
- Adidharma Peter
- Adisa Adewale O
- Adnan Nour
- Afifi Amr Abdelghani
- Afifi Eman
- Afolayan Michael Olatunji
- Afzal Asma
- Agarwal Arnav
- Agarwal Raksheeth
- Agbakwuru Augustine
- Agbeko Anita Eseenam
- Aguilar Martinez Maria Del Mar
- Aguilera Maria Lorena
- Aguilera-Arevalo Maria-Lorena
- Ahlqvist Sandra
- Ahmad Izzuddin Ahmad Imran
- Ahmad Kasim
- Ahmad Sarwat
- Ahmed Ahmedgaber
- Ahmed Hazem Abdelkarem
- Ahmed Mariam
- Ahmed Nabila
- Ahmed Zahra
- Ainoa Eppu
- Aithie Joanna M S
- Ajani Costanza
- Ajao Akinlabi
- Ajiboye Anthony
- Ajmera Ankit
- Akande Oluwatosin
- Akaydin Elif
- Akbaba Ata Cem
- Akbar Sana Amir
- Akeel Nouf
- Akeem Aderogba Adeleke
- Akin Alp
- Akinkuolie Akinbolaji
- Akisheva Aygulya
- Akitikori Mabel Temisanren
- Akrida Ioanna
- Aktas Melik Kagan
- Al basos Iyad
- Al Farsi Maryam
- Al Nassrallah Majdi
- Al Sagheir Eman
- Al Saqqa Sara
- Al Saqqa Sara
- Al-Allaf Omar
- Al-Busaidi Ibrahim S.
- Al-Dhufri Ali
- Al-Himyari Hamza S.
- Al-Masri Mahmoud
- Al-Najjar Hani
- Al-Sabbagh Yusra
- Al-Shwaikh Samar
- Al-Slaibi Ibrahim
- Al-Taher Raed
- Al-Tammam Hiba
- Alabuzidi Aya
- Alagha Othman
- Alammarin Mohammad
- Alapatt John
- Alasttal Mohammed
- Alatise Olusegun Isaac
- Albaggar Marwa
- Albahnasawi Moath A.
- Albati Naif
- Alberga Anna
- Alberts Justin
- AlBsoul Ahmad
- Albsoul Nader
- Alcorta Rodrigo
- Alejandre Villalobos Cristina
- Alemdag Gökçe nur
- Alexander Philip
- Alfarra Nada
- Alfitory Asma
- Alhabil Belal
- Alhaj Ahmad
- Alherz Mohammad
- Alhimyar Maryam
- Ali Ahmad Syed Mustafa
- Ali SANI Samuel
- Ali Amr
- Ali Asmaa
- Ali Mahmoud
- Ali Shabina
- Alimi Marjan
- Aliosin Oleg
- Aliyu Halima
- Aljaafreh Almoutuz
- Aljaber Dana
- Aljaberi Loay
- Aljanfi Asma
- Aljiffry Murad
- Aljohmani Lylas
- Alkhaledi Ahmad
- Alkhatib Ala'a Aldeen
- Alkhatib Haya
- Alkhatib Mo'min
- Allen Ingabire J.C.
- Almasri Murad
- Almeida Braga Sara
- Almeida Filipe
- Almigheerbi Alabas
- Almoqayyad Abdelrahman
- Almuzghi Fakhruddin
- Alnoury Mostafa
- Alonso Batanero Ester
- Alqadi Mohammad
- Alsaid Bayan
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- Fairfield Cameron J
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- Figueiredo Ana Gabriela
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- Foschi Diego
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- Ye Geoffrey
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- Zaffaroni Gloria
- Zahra Baryab
- Zahran Diaaaldin
- Zakaria Andee Dzulkarnaen
- Zakaria Mai
- Zakaria Omar
- Zakaria Zaidi
- Zambrana Campos Vanesa
- Zammit Matthew
- Zanini Nicola
- Zara Vlu Jean
- Zara Vlu Jean
- Zarti Heba
- Zarzycki Piotr
- Zattoni Davide
- Zavala Gabriela
- Zawahrah Hassan
- Zeiton Asaid
- Zeko Amanda
- Zeng Zhi
- Zeromskas Paulius
- Zhang Geoffrey
- Zhivkov Evgeni
- Zid Esraa
- Zidan Ahmed Mohy
- Zielasek Christian
- Zilinskas Justas
- Zimmermann Bernd
- Ziprin Paul
- Zizzo Maurizio
- Zografos George
- Zoikas Athanasios
- Zorrilla Matilla Laura Patricia
- Zoulamoglou Menelaos
- Zreeg Dafer
- Zub-Pokrowiecka Anna
- Zubiaurre Vanessa
- Zuhdy Mohammed
- Zuikyte Diana
- Zuloaga Fernandez del Valle Carlos Jose
- Zulu Stanley
- Ângelo Miguel
- Älgå Andreas
- Çolak Elif
- Ümarik Toomas
- Šatkauskas Mindaugas
- Škimelyte Monika
- Šlenfuktas Vygintas
- Šuman Oliver
- Žatecký Jan
- Žumbakys Žygimantas
- Župan Domagoj
- Publication venue
- 'Elsevier BV'
- Publication date
- 30/01/2021
- Field of study
© 2021 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 licenseBackground: 80% of individuals with cancer will require a surgical procedure, yet little comparative data exist on early outcomes in low-income and middle-income countries (LMICs). We compared postoperative outcomes in breast, colorectal, and gastric cancer surgery in hospitals worldwide, focusing on the effect of disease stage and complications on postoperative mortality. Methods: This was a multicentre, international prospective cohort study of consecutive adult patients undergoing surgery for primary breast, colorectal, or gastric cancer requiring a skin incision done under general or neuraxial anaesthesia. The primary outcome was death or major complication within 30 days of surgery. Multilevel logistic regression determined relationships within three-level nested models of patients within hospitals and countries. Hospital-level infrastructure effects were explored with three-way mediation analyses. This study was registered with ClinicalTrials.gov, NCT03471494. Findings: Between April 1, 2018, and Jan 31, 2019, we enrolled 15 958 patients from 428 hospitals in 82 countries (high income 9106 patients, 31 countries; upper-middle income 2721 patients, 23 countries; or lower-middle income 4131 patients, 28 countries). Patients in LMICs presented with more advanced disease compared with patients in high-income countries. 30-day mortality was higher for gastric cancer in low-income or lower-middle-income countries (adjusted odds ratio 3·72, 95% CI 1·70–8·16) and for colorectal cancer in low-income or lower-middle-income countries (4·59, 2·39–8·80) and upper-middle-income countries (2·06, 1·11–3·83). No difference in 30-day mortality was seen in breast cancer. The proportion of patients who died after a major complication was greatest in low-income or lower-middle-income countries (6·15, 3·26–11·59) and upper-middle-income countries (3·89, 2·08–7·29). Postoperative death after complications was partly explained by patient factors (60%) and partly by hospital or country (40%). The absence of consistently available postoperative care facilities was associated with seven to 10 more deaths per 100 major complications in LMICs. Cancer stage alone explained little of the early variation in mortality or postoperative complications. Interpretation: Higher levels of mortality after cancer surgery in LMICs was not fully explained by later presentation of disease. The capacity to rescue patients from surgical complications is a tangible opportunity for meaningful intervention. Early death after cancer surgery might be reduced by policies focusing on strengthening perioperative care systems to detect and intervene in common complications. Funding: National Institute for Health Research Global Health Research Unit
Effects of hospital facilities on patient outcomes after cancer surgery: an international, prospective, observational study
- Author
- A Yacoub Mina
- A. Adam Mohammed
- A. Nassar Mahmoud
- A.Nemer Ayoob
- Aahlin Eirik Kjus
- Ab Rahim Mohd Fadliyazid
- Abad Gurumeta Alfredo
- Abad-Motos Ane
- Abang Jamari Dyg Zahratul Hamrak
- Abantanga Francis
- Abarca Sol
- Abazid Eias
- Abbas Abbas
- Abbas Khalid
- Abbas Mohammad Monir
- Abbasy Jibran
- Abbosh Ali
- Abd Karim Muhammad Fairuz Shah
- Abd Wahab Haidar Hadri
- Abd Barook
- Abdalei Abdulwahab
- Abdalla Ahmed Elkamel Ahmed
- Abdallah Aya
- AbdAllah Mostafa Salim Mohamed
- Abdel Malik Abu Baker
- Abdelhady Mousa Heba
- Abdelhady Samar
- Abdelhakim Ahmed
- Abdelkader Muhammad
- Abdelkawy Shaza
- Abdelkhalek Mohamed
- Abdellatif Esraa
- Abdelmaksoud Tawakel Noura
- Abdelmohsen Naglaa
- Abdelmotaleb Ibrahem
- Abdelrazek Aly
- Abdelsalam Israa
- Abdelshakour Mahmoud
- Abdelwahed Ahmed Mohamed
- Abdou Abdulrahman Osama
- Abdou Alrawy
- Abdou Hossam
- Abdul Aziz Mohamed Rezal
- Abdul Aziz Nora
- Abdulgawad Almogy Mariam
- Abdulla Mazin A.
- Abdullah Muhammad Tariq
- Abdullahi Lawal
- Abdullayev Seymur
- Abed Saeed
- Abelló David
- Abiola Olajide
- Abo mahadi Asmaa'
- Abo-khammash Areej
- Abou Chaar Mohamad K.
- Abou El.soud Moustafa Ramadan
- Abouelsoad Nervana
- Abraham Joyner
- Abreu da Silva Alberto
- Abu Ahammala Ayman B.
- Abu Al Amrain Mahmoud
- Abu Al-saleem Hasan
- Abu Alamrain Abdulwhhab
- Abu Alqumboz Amjad
- Abu Ataya Ahmed
- Abu hallalah Muad fathi khalleefah
- Abu Jamie Najlaa
- Abu Jayyab Israa
- Abu shua'ib Rana
- Abu Zainah Baraa
- Abu-Nimeh Samar
- Abu-Rous Mohammed R.
- Abu-srour Abrar
- Abuelhatal Hasan
- Abuelqomboz Ayham
- Abuhilal Baseel
- Abuhlaiga Ma'aly
- Abujamra Saleh
- Abukhalaf Sadi A.
- Abusalem Lana
- AbuSirrees Mahmoud
- Acevedo Veronica
- Acharya Rajgopal
- Achkasov Sergey
- Acosta Eric
- Adamo Karin
- Adamou Harissou
- Adams Jamie
- Adams Lawrence
- Adawi Samer
- Adebanjo Ademola
- Adel Marina
- Adel Sawsan
- Ademuyiwa Adesoji
- Ademuyiwa Adesoji O
- Adenuga Adedire
- Aderounmu Adewale
- Adesanya Opeoluwa
- Adesina Alaba
- Adesunkanmi Abdul-Rashid
- Adeyeye Ademola
- Adidharma Peter
- Adisa Adewale
- Adisa Adewale O
- Adnan Nour
- Afifi Amr Abdelghani
- Afifi Eman
- Afolayan Michael Olatunji
- Afzal Asma
- Agarwal Arnav
- Agarwal Raksheeth
- Agbakwuru Augustine
- Agbeko Anita Eseenam
- Aguilar Martinez Maria Del Mar
- Aguilera Maria Lorena
- Aguilera-Arevalo Maria-Lorena
- Ahlqvist Sandra
- Ahmad Izzuddin Ahmad Imran
- Ahmad Kasim
- Ahmad Sarwat
- Ahmed Ahmedgaber
- Ahmed Hazem Abdelkarem
- Ahmed Mariam
- Ahmed Nabila
- Ahmed Zahra
- Ainoa Eppu
- Aithie Joanna M S
- Ajani Costanza
- Ajao Akinlabi
- Ajiboye Anthony
- Ajmera Ankit
- Akande Oluwatosin
- Akaydin Elif
- Akbaba Ata Cem
- Akbar Sana Amir
- Akeel Nouf
- Akeem Aderogba Adeleke
- Akin Alp
- Akinkuolie Akinbolaji
- Akisheva Aygulya
- Akitikori Mabel Temisanren
- Akrida Ioanna
- Aktas Melik Kagan
- Al basos Iyad
- Al Farsi Maryam
- Al Nassrallah Majdi
- Al Sagheir Eman
- Al Saqqa Sara
- Al Saqqa Sara
- Al-Allaf Omar
- Al-Busaidi Ibrahim S.
- Al-Dhufri Ali
- Al-Himyari Hamza S.
- Al-Masri Mahmoud
- Al-Najjar Hani
- Al-Sabbagh Yusra
- Al-Shwaikh Samar
- Al-Slaibi Ibrahim
- Al-Taher Raed
- Al-Tammam Hiba
- Alabuzidi Aya
- Alagha Othman
- Alammarin Mohammad
- Alapatt John
- Alasttal Mohammed
- Alatise Olusegun Isaac
- Albaggar Marwa
- Albahnasawi Moath A.
- Albati Naif
- Alberga Anna
- Alberts Justin
- AlBsoul Ahmad
- Albsoul Nader
- Alcorta Rodrigo
- Alejandre Villalobos Cristina
- Alemdağ Gökçe nur
- Alexander Philip
- Alfarra Nada
- Alfitory Asma
- Alhabil Belal
- Alhaj Ahmad
- Alherz Mohammad
- Alhimyar Maryam
- Ali Ahmad Syed Mustafa
- Ali SANI Samuel
- Ali Amr
- Ali Asmaa
- Ali Mahmoud
- Ali Shabina
- Alimi Marjan
- Aliosin Oleg
- Aliyu Halima
- Aljaafreh Almoutuz
- Aljaber Dana
- Aljaberi Loay
- Aljanfi Asma
- Aljiffry Murad
- Aljohmani Lylas
- Alkhaledi Ahmad
- Alkhatib Ala'a Aldeen
- Alkhatib Haya
- Alkhatib Mo'min
- Allen Ingabire J.C.
- Almasri Murad
- Almeida Braga Sara
- Almeida Filipe
- Almigheerbi Alabas
- Almoqayyad Abdelrahman
- Almuzghi Fakhruddin
- Alnoury Mostafa
- Alonso Batanero Ester
- Alqadi Mohammad
- Alsaid Bayan
- Alsalameh Barah
- Alsallaq Osama
- Alser Osaid
- Alshaar Muhammad
- Alsharef Tagwa
- Alsharqawi Nourah
- Alswerki Mohammad
- Altaf Amna
- Altaf Rabiya
- AlTaweel Mohammed
- Althini Abdulmunem Ahmed Mustafa
- Altibi Ahmed M.
- Altinel Yuksel
- Altiner Saygin
- Altomare Donato Francesco
- Altumei Zohoor
- Alvarez Rivera Alvaro Eduardo
- Alvarez-Cano Alethia
- Alves do Canto Brum Homero
- Alves Daniela Macedo
- Alves Magda
- Alvi Abdul
- Alwaheidi Malak
- Alwali Abdallah
- Alwerfally AbdulMawlay
- Alwhaidi Noor
- Alyafi Amr
- Alzabti Fatima
- Alzahaf Ahmed
- AlZohour Mohammad
- Amadou Magagi Ibrahim
- Amandito Radhian
- Amarin Justin Z.
- Amaro Margarida
- Ambrazevicius Marijus
- Amendola Alfonso
- Amin Leila
- Amine Souadka
- Amjad Talal
- Amorim Edgar
- Amro Adham
- Anandan Premkumar
- Anas khalifa Rawda
- Anastasio Lorenzo
- Andersson Yvette
- Andreotti Dario
- Andrew David
- André Benoît
- Ang Sue Ean
- Angel Miguel
- Anggita Gultom Phebe
- Annapureddy Naga
- Anokhin Evgeny
- Ansaloni Luca
- Ansarei Dhirar
- Ansari Abdul Basit
- Antaky Marco
- Anthony Natasha
- Anthoulakis Christos
- Antonopoulou Maria Ioanna
- Anwar Mohamed
- Anwer Abdul Wahid
- Anyanwu Chikamuche
- Anyanwu Lofty-John
- Anyanwu Mercy Chinemerem
- Anyomih Theophilus Teddy Kojo
- Appukuttan Akhila
- Aquilino Fabrizio
- Archibald Jess
- Arciénega Yañez María del pilar
- Argentou Maria-Ioanna
- Argudo Nuria
- Argyriou Eleftherios Orestis
- Arias Madrid Natalia
- Aribi Sarra
- Arifin Ghafur Rasyid
- Arizpe Daniel
- Arnaud Alexis P
- Arora Bharti
- Arora Deeksha
- Arowolo Olukayode
- Arrangoiz Rodrigo
- Arslan Ekin
- Artigau Eva
- Ashfaq Ahsan
- Ashour Dina
- Ashour Firas
- Ashoushan Hana
- Ashraf Ahmed
- Ashraf Alaa
- Asif Ashar
- Asnel Dorisme
- Asok Anjitha
- Assa Rawan
- Assalhi Mohamed
- Asta Martina
- Asti Emanuele Luigi Giuseppe
- Atakul Onur
- Atallah Khalid
- Atanasov Boyko
- Atawneh Mohammad
- Athamneh Sarah
- Ather Muaaz
- Athisayaraj Thomas
- Atkociunas Aivaras
- Attia Mohamed
- Au Angela
- Awad Israa
- Awadallah Haneen
- Awaji Kholoud
- Awesat Eman
- Awolowo Ajibola
- Ayandipo Omobolaji
- Ayash Mohammad
- Ayau Fernanda
- Ayesh Kholoud
- Ayman El-sawy Esraa
- Ayoub Rami
- Aytac Erman
- Ayub Bushra
- Ayub Saima
- Ayyad Rawan
- Azevedo José
- Azodo Ijeoma
- Azzubia Joma
- B L Ashika
- Ba Mouhamadou Bachir
- Babaa Basheer
- Babirye Lilian
- Bacic Ivan
- Badr Esraa Tarek
- Badr Helmy
- Badran Abdul
- Badwe Rajendra
- Bafford Andrea Chao M.D.
- Baggaley Caitlin
- Bahroun Sumayyah Ghayth
- Baiao José Miguel
- Baiocchi Daniella
- Bairos Menezes Maria
- Baiu Ioana
- Bajilan Mohammad
- Bajomo Oreoluwa
- Bake Jacques
- Baki Bahadir Emre
- Bakoleas Panagiotis
- Balaawi Reem
- Balalis Dimitrios
- Balata Mohamed
- Balkarov Artem
- Ballouhey Quentin
- Balogun Olanrewaju
- Baloyiannis Ioannis
- Baltaci Ege
- Bamaca Ixcajoc Elvis Benjamin
- Banaz Tuba
- Banda Bitiel
- Banglani Muntaha
- Bani Hani Farah
- Bani hani Mohammad
- Bani hani Zeina
- Baniowda Muath
- Banks Alexander
- Bannister Sharon
- Baranyai Zsolt
- Barati Nastaran
- Barbosa Camacho Francisco José
- Barbosa José
- Bardos David
- Barendegere Venerand
- Barghuthi Lutfi
- Barhoush Ola
- Barnes Nicole
- Baronio Gianluca
- Barreda Zelaya Lilian Elizabeth
- Barrera López Francisco Javier
- Barsic Neven
- Barter Charlotte
- Bartosiak Katarzyna
- Basarab Maksym
- Basso Stefano Maria Massimiliano.
- Bastiaenen Vivian
- Batashki Ilia
- Bath Michael
- Beattie Miriam
- Bedada Alemayehu Ginbo
- Belais Fanny
- Belal qadomi Asef
- Belev Nikolay
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- Talal El-Abur Issa
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- Tamelis Algimantas
- Tamini Nicolò
- Tamosiunas Albinas
- Tampaki Ekaterini Christina
- Tampo Mayou Martin
- Tan Ern Hwei Jeremy
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- Wondoh Paul M.
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- Wong Tsz Lun Ernest
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- Yeoh Andrea
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- Yeşilsancak Merve
- Yildirim Reyyan
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- Yilmaz Duygu
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- Yoong Andrel
- Yorke Joseph
- Yotsov Tsanko
- You Lucia
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- Yu Kristin
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- Yusuf Baasil
- Yüksel Osman
- Zabiyaka Mikhail
- Zachariah Sanoop Koshy
- Zafar Syed Nabeel
- Zaffaroni Gloria
- Zahra Baryab
- Zahran Diaaaldin
- Zakaria Andee Dzulkarnaen
- Zakaria Mai
- Zakaria Omar
- Zakaria Zaidi
- Zambrana Campos Vanesa
- Zammit Matthew
- Zanini Nicola
- Zara Vlu Jean
- Zarti Heba
- Zarzycki Piotr
- Zattoni Davide
- Zavala Gabriela
- Zawahrah Hassan
- Zeiton Asaid
- Zeko Amanda
- Zeng Zhi
- Zeromskas Paulius
- Zhang Geoffrey
- Zhivkov Evgeni
- Zid Esraa
- Zidan Ahmed Mohy
- Zielasek Christian
- Zilinskas Justas
- Zimmermann Bernd
- Ziprin Paul
- Zizzo Maurizio
- Zografos George
- Zoikas Athanasios
- Zorrilla Matilla Laura Patricia
- Zoulamoglou Menelaos
- Zreeg Dafer
- Zub-Pokrowiecka Anna
- Zubiaurre Vanessa
- Zuhdy Mohammed
- Zuikyte Diana
- Zuloaga Fernandez del Valle Carlos Jose
- Zulu Stanley
- Ângelo Miguel
- Älgå Andreas
- Çolak Elif
- Ümarik Toomas
- Čepuliené Daiva
- Şahin Can
- Šatkauskas Mindaugas
- Škimelytè Monika
- Šlenfuktas Vygintas
- Šuman Oliver
- Žatecký Jan
- Žumbakys Žygimantas
- Župan Domagoj
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/07/2022
- Field of study
© 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 licenseBackground: Early death after cancer surgery is higher in low-income and middle-income countries (LMICs) compared with in high-income countries, yet the impact of facility characteristics on early postoperative outcomes is unknown. The aim of this study was to examine the association between hospital infrastructure, resource availability, and processes on early outcomes after cancer surgery worldwide. Methods: A multimethods analysis was performed as part of the GlobalSurg 3 study—a multicentre, international, prospective cohort study of patients who had surgery for breast, colorectal, or gastric cancer. The primary outcomes were 30-day mortality and 30-day major complication rates. Potentially beneficial hospital facilities were identified by variable selection to select those associated with 30-day mortality. Adjusted outcomes were determined using generalised estimating equations to account for patient characteristics and country-income group, with population stratification by hospital. Findings: Between April 1, 2018, and April 23, 2019, facility-level data were collected for 9685 patients across 238 hospitals in 66 countries (91 hospitals in 20 high-income countries; 57 hospitals in 19 upper-middle-income countries; and 90 hospitals in 27 low-income to lower-middle-income countries). The availability of five hospital facilities was inversely associated with mortality: ultrasound, CT scanner, critical care unit, opioid analgesia, and oncologist. After adjustment for case-mix and country income group, hospitals with three or fewer of these facilities (62 hospitals, 1294 patients) had higher mortality compared with those with four or five (adjusted odds ratio [OR] 3·85 [95% CI 2·58–5·75]; p<0·0001), with excess mortality predominantly explained by a limited capacity to rescue following the development of major complications (63·0% vs 82·7%; OR 0·35 [0·23–0·53]; p<0·0001). Across LMICs, improvements in hospital facilities would prevent one to three deaths for every 100 patients undergoing surgery for cancer. Interpretation: Hospitals with higher levels of infrastructure and resources have better outcomes after cancer surgery, independent of country income. Without urgent strengthening of hospital infrastructure and resources, the reductions in cancer-associated mortality associated with improved access will not be realised. Funding: National Institute for Health and Care Research