6 research outputs found
Implementation of Recommendations on the Use of Corticosteroids in Severe COVID-19
- Author
- Aasiyah Rashan
- Abby Hurd
- Abdou Gai
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abigail Beane
- Abubacarr Jagne
- Adam Ali
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Agamemnon Bakakos
- Agnès Meybeck
- Agnès Sommet
- Agnieszka Oldakowska
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Albert Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martín-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Notari
- Alex Browne
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Alexis F Turgeon
- Ali Ait Hssain
- Ali Hachemi
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Aline-Marie Florence
- Alison M Meynert
- Alistair D Nichol
- Aliya Mohammed Alameen
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Am Udara Lakshan Attanyake
- Amal Abrous
- Amanda Corley
- Amanda Rojek
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amiel A Dror
- Amirul Asyraf
- Amna Faheem
- Amy Lester-Grant
- Amy Stone
- 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
- 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 Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Hershey
- Andrew Letizia
- Andrew Udy
- Andrey Svistunov
- André Cabie
- André Dias
- André Roberto
- Andriy Bal
- Andy Law
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anna Roca
- 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
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- António Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Rodrigo Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Argin G
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arne Søraas
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asfia Sultana
- Asgar Rishu
- Asma Moin
- Astarini Hidayah
- Atie Suwarti
- Atif Siddiqui
- Audrey Dubot-Pérès
- Aurelius Bonfasius
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Aurore Bousquet
- Axelle Braconnier
- Ayodhia Pitaloka
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
- Bailey Williams
- Bairbre McNicholas
- Bakary K Dibba
- Bambang Pujo Semedi
- Bato Hammarström
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim Beltrão
- Behzad Nadjm
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefèvre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- Benoît Roze
- Benoît Thill
- Bernard Cholley
- Bernardo Ferreira
- Bernhard Roessler
- Bertrand Dussol
- Bénédicte Lefebvre
- 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
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Burrell Aidan J C
- Caitriona Cody
- Calvin Wong
- Cameron J Fairfield
- Camile Bouisse
- Camille Couffignal
- Camirand-Lemyre Félix
- Caren Friedrich
- Carine Roy
- Carla Eira
- Carlos Alexandre Antunes de Brito
- Carlos Cañada Illana
- Carlos Lumbreras Bermejo
- Carlos M Luna
- Carlos Pimentel
- Carmen Infante Dominguez
- Carolien van Netten
- Caroline Martins Rego
- Caroline Mudara
- Carolline Araujo
- Carrol Gamble
- Cassidy Codan
- Cassie Lawrence
- Catarina Espírito Santo
- Catarina Pires
- Catarina Silva
- Catherine A Shaw
- Catherine Blier
- Catherine Chakveatze
- Catherine Chirouze
- Catherine L Hough
- Catherine Marquis
- Catherine Motherway
- Cecile Azoulay
- Cecilia Canepa
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- Celina Turchi Martelli
- Cécile Goujard
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- Cécile Yelnik
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- Cédric Laouénan
- Céline Dorival
- Céline Ficko
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- César Vieira
- Chamira Kodippily
- Chan Chee Eng
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- Chiara Robba
- Chiara Vitiello
- Chih-Hsien Wang
- Chika Akwani
- Christel Arnold-Day
- Christelle Delmas
- Christelle Paul
- Christelle Tual
- Christian Prebensen
- Christian Rabaud
- Christiana Kartsonaki
- Christl A Donnelly
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- Christophe Rapp
- Christopher A Green
- Christy Kay
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- Claire Andréjak
- Claire Kelly
- Claire Levy-Marchal
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- Clara Mouton Perrot
- Clare Jackson
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- ISARIC Clinical Characterisation Group: Sheryl Ann Abdukahil
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- Tirupakuzhi Vijayaraghavan Bharath Kumar
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- Víctor Quirós González
- Vladislav Mihnovit
- Volkan Korten
- Wai Ching Sin
- Walter Picard
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wils Evert-Jan
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- Yaseen Arabi
- Yash Doshi
- 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
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zeno Bisoffi
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zulfiqar Sandhu
- Publication venue
- Publication date
- 01/12/2023
- Field of study
Importance: Research diversity and representativeness are paramount in building trust, generating valid biomedical knowledge, and possibly in implementing clinical guidelines. Objectives: To compare variations over time and across World Health Organization (WHO) geographic regions of corticosteroid use for treatment of severe COVID-19; secondary objectives were to evaluate the association between the timing of publication of the RECOVERY (Randomised Evaluation of COVID-19 Therapy) trial (June 2020) and the WHO guidelines for corticosteroids (September 2020) and the temporal trends observed in corticosteroid use by region and to describe the geographic distribution of the recruitment in clinical trials that informed the WHO recommendation. Design, setting, and participants: This prospective cohort study of 434 851 patients was conducted between January 31, 2020, and September 2, 2022, in 63 countries worldwide. The data were collected under the auspices of the International Severe Acute Respiratory and Emerging Infections Consortium (ISARIC)-WHO Clinical Characterisation Protocol for Severe Emerging Infections. Analyses were restricted to patients hospitalized for severe COVID-19 (a subset of the ISARIC data set). Exposure: Corticosteroid use as reported to the ISARIC-WHO Clinical Characterisation Protocol for Severe Emerging Infections. Main outcomes and measures: Number and percentage of patients hospitalized with severe COVID-19 who received corticosteroids by time period and by WHO geographic region. Results: Among 434 851 patients with confirmed severe or critical COVID-19 for whom receipt of corticosteroids could be ascertained (median [IQR] age, 61.0 [48.0-74.0] years; 53.0% male), 174 307 (40.1%) received corticosteroids during the study period. Of the participants in clinical trials that informed the guideline, 91.6% were recruited from the United Kingdom. In all regions, corticosteroid use for severe COVID-19 increased, but this increase corresponded to the timing of the RECOVERY trial (time-interruption coefficient 1.0 [95% CI, 0.9-1.2]) and WHO guideline (time-interruption coefficient 1.9 [95% CI, 1.7-2.0]) publications only in Europe. At the end of the study period, corticosteroid use for treatment of severe COVID-19 was highest in the Americas (5421 of 6095 [88.9%]; 95% CI, 87.7-90.2) and lowest in Africa (31 588 of 185 191 [17.1%]; 95% CI, 16.8-17.3). Conclusions and relevance: The results of this cohort study showed that implementation of the guidelines for use of corticosteroids in the treatment of severe COVID-19 varied geographically. Uptake of corticosteroid treatment was lower in regions with limited clinical trial involvement. Improving research diversity and representativeness may facilitate timely knowledge uptake and guideline implementation
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
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- Bernard Cholley
- Bernhard Roessler
- Bertrand Dussol
- Bianca Boxma
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
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- Blumberg Lucille
- Bouchra Loufti
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- Briseida Parra
- Broadley Tessa
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- Bryan Whelan
- Budha Charan Singh
- Burrell Aidan
- Bénédicte Lefebvre
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- Christy Kay
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- Cornelius Rau
- Cosimo Cristella
- Courtney Greene
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- Cynthia Alegre
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- Cyril Cadoz
- Cyril Le Bris
- Cécile Goujard
- Cécile Mear-Passard
- Cécile Tromeur
- Cécile Yelnik
- Cédric Joseph
- Cédric Laouénan
- Céline Dorival
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- César Vieira
- Dafsah Juzar
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- Danilo Buonsenso
- Dankwa Emmanuelle A
- Darakhshan Kanwal
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- Sherry McDermott
- Sheryl Ann Abdukahil
- Shinichiro Ohshimo
- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C Moore
- Shubha Kalyan Shrestha
- Sia Loong Tonnii
- Sigfrid Louise
- Silvia Castañeda
- Silvia Lourenco
- Sim Choon Ean
- Sim Lim Heng Benedict
- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- Simão Rodeia
- Singh Oinam Budha Charan
- Siobhan Casey
- Siobhan Egan
- Siri Goepel
- Siti Nurul Atikah Ahmad Ridzuan
- Siti Rohani Binti Mohd Yakop
- Siti Zubaidah Othman
- Sivanesen Anthonidass
- Smaragdi Kalomoiri
- Sobia Masood
- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- Sofía 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
- Stéphane Jaureguiberry
- Stéphane Lasry
- Stéphane Sallaberry
- Stéphanie Cousse
- Stéphanie Fry
- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
- Surya Otto Wijaya
- Susana Cabral
- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
- Suzanne Bennett
- Suzette Willems
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Syed Muneeb
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Synne Jenum
- Sze Kye Teoh
- Sébastien Preau
- Sérgio Gaião
- Séverine Ansart
- Sílvia Ferreira
- T Eoin West
- Taccone Fabio
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Tala Al-Dabbous
- Tamara Seitz
- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vecham Pavan Kumar
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Janes
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Véronique Lemee
- Víctor Quirós González
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wei Jia
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wils Evert-Jan
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Yael Dishon
- Yan Chyi Tan
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- 28/02/2023
- Field of study
Background: We describe demographic features, treatments and clinical outcomes in the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) COVID-19 cohort, one of the world's largest international, standardized data sets concerning hospitalized patients. Methods: The data set analysed includes COVID-19 patients hospitalized between January 2020 and January 2022 in 52 countries. We investigated how symptoms on admission, co-morbidities, risk factors and treatments varied by age, sex and other characteristics. We used Cox regression models to investigate associations between demographics, symptoms, co-morbidities and other factors with risk of death, admission to an intensive care unit (ICU) and invasive mechanical ventilation (IMV). Results: Data were available for 689 572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10 years 1.49 (95% CI 1.48, 1.49)] and male sex [1.23 (1.21, 1.24)] were associated with a higher risk of death. Rates of admission to an ICU and use of IMV increased with age up to age 60 years then dropped. Symptoms, co-morbidities and treatments varied by age and had varied associations with clinical outcomes. The case-fatality ratio varied by country partly due to differences in the clinical characteristics of recruited patients and was on average 21.5%. Conclusions: Age was the strongest determinant of risk of death, with a ∼30-fold difference between the oldest and youngest groups; each of the co-morbidities included was associated with up to an almost 2-fold increase in risk. Smoking and obesity were also associated with a higher risk of death. The size of our international database and the standardized data collection method make this study a comprehensive international description of COVID-19 clinical features. Our findings may inform strategies that involve prioritization of patients hospitalized with COVID-19 who have a higher risk of death
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Abbas Ali
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Absil Lara
- Acharya Subhash
- Acker Andrew
- Adachi Shingo
- Adam Elisabeth
- Adrião Diana
- Ageel Saleh Al
- Ahmed Shakeel
- Ain Quratul
- Ainscough Kate
- Aisa Tharwat
- Ait Hssain Ali
- Ait Tamlihat Younes
- Akimoto Takako
- Akmal Ernita
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alam Tanvir
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre K. vin
- Alfoudri Huda
- Ali Shah Naseem
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ammerlaan Heidi
- Ampaw Phoebe
- Andini Roberto
- Andrejak Claire
- Angheben Andrea
- Angoulvant François
- Ansart S. verine
- Anthonidass Sivanesen
- Antonelli Massimo
- Antunes de Brito Carlos Alexandre
- Anwar Kazi Rubayet
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arali Rajeshwari
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Aroca Ana
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asaki Motohiro
- Asensio Angel
- Ashley Elizabeth
- Ashraf Muhammad
- Ashraf Sheharyar
- Asim Mohammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atique Anika
- Attanyake A. M. Udara Lakshan
- Auchabie Johann
- Aumaitre Hugues
- Auvet Adrien
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Baird J. Kevin
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Balan Valeria
- Bani-Sadr Firouzé
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Bartoli Marie
- Bartone Cheryl
- Baruch Joaquín
- Bashir Mustehan
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bastos Diego
- Battaglini Denise
- Bauer Jules
- Bautista Rincon Diego Fernando
- Bazan Dow Denisse
- Bedossa Alexandra
- Bee Ker Hong
- Behilill Sylvie
- Beishuizen Albertus
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beltrão Beatriz Amorim
- Beluze Marine
- Benech Nicolas
- Benjiman Lionel Eric
- Benkerrou Dehbia
- Bennett Suzanne
- Bento Luís
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bernal Sobrino José Luis
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Betz Adam
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianchi Isabella
- Bianco Claudia
- Bidin Farah Nadiah
- Bikram Singh Moirangthem
- Bin Humaid Felwa
- Bin Kamarudin Mohd Nazlin
- Bissuel François
- Biston Patrick
- Bitker Laurent
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaarts Alice
- Bogaert Debby
- Boivin Anne-H. lène
- Bolze Pierre-Adrien
- Bompart François
- Bonfasius Aurelius
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller K. vin
- Bouillet Laurence
- Bouisse Camile
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Brack Matthew
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brett Stephen
- Brickell Kathy
- Broadley Tessa
- Browne Alex
- Browne Shaunagh
- Brozzi Nicolas
- Brusse-Keizer Marjolein
- Brás Monteiro Filipa
- Buchtele Nina
- Buesaquillo Christian
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Caceres Eder
- Cadoz Cyril
- Callahan Mia
- Calligy Kate
- Calvache Jose Andres
- Cam João
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carpenter Chloe
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Carton Ed
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- Castrillón Henry
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Ceccato Adrian
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chantalat Auger Christelle
- Chapplain Jean-Marc
- Chas Julie
- Chaudary Mobin
- Chen Anjellica
- Chen Yih-Sharng
- Cheng Matthew Pellan
- Cheret Antoine
- Chiarabini Thibault
- Chica Julian
- Chidambaram Suresh Kumar
- Chin-Tho Leong
- Chirouze Catherine
- Chiumello Davide
- Cho Hwa Jin
- Cho Sung-Min
- Cholley Bernard
- Chopin Marie-Charlotte
- Chow Ting Soo
- Chow Yock Ping
- Chua Hiu Jian
- Chua Jonathan
- Chávez Iñiguez Jonathan Samuel
- Cidade Jose Pedro
- Cisneros Herreros José Miguel
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Claure del Granado Rolando
- Clohisey Sara
- Cobb J. Perren
- Coca Necsoi
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connolly Jennifer
- Connor Marie
- Conrad Anne
- Contreras Sofía
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cormican Sarah
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Costigan Emma
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse Stéphanie
- Cregan Rachel
- Crepy D'Orleans Charles
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Berm Juan Luis
- Cruz Rojo Jaime
- Cruz Claudina
- Csete Marc
- Cucino Alberto
- Cullen Ailbhe
- Cullen Caroline
- Cummings Matthew
- Curley Gerard
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- Cárcel Sheila
- D'Amico Federico
- D'Aragon Frédérick
- D'Ortenzio Eric
- da Silva Filipe Ana
- da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A.
- Dantas Jorge
- de Boer Mark
- de Loughry Gillian
- de Mendoza Diego
- de Montmollin Etienne
- de Oliveira França Rafael Freitas
- de Piero Maria
- de Pinho Oliveira Ana Isabel
- de Rosa Rosanna
- de Silva Thushan
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- DeBenedictis Bianca
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Deconninck Lauren
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delaveuve Eric
- Delavigne Karen
- Delfos Nathalie M.
- Deligiannis Ionna
- Dell'Amore Andrea
- Delmas Christelle
- Delobel Pierre
- Delsing Corine
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Desai Mehul
- Descamps Diane
- Desvallée Mathilde
- Dewayanti Santi
- Diallo Alpha
- Diamantis Sylvain
- Dias André
- Diaz Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Didier K. vin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet J. rôme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Dixit Devika
- Djossou F. lix
- Docherty Annemarie B.
- Doherty Helen
- Dondorp Arjen M.
- Dong Andy
- Donnelly Christl A.
- Donnelly Maria
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Ciara
- Doran Peter
- Dorival C. line
- Douglas James Joshua
- Douma Renee
- Dournon Nathalie
- Downer Triona
- Downey Joanne
- Downing Mark
- Drake Tom
- Driscoll Aoife
- Dryden Murray
- Duarte Fonseca Claudio
- Dubee Vincent
- Dubos François
- Ducancelle Alexandre
- Duculan Toni
- Dudman Susanne
- Duggal Abhijit
- Dunand Paul
- Dunning Jake
- Duplaix Mathilde
- Durante-Mangoni Emanuele
- Durham III Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Ean Sim Choon
- Echeverria-Villalobos Marco
- Egan Siobhan
- Eira Carla
- el Sanharawi Mohammed
- Elapavaluru Subbarao
- Elharrar Brigitte
- Ellerbroek Jacobien
- Eloy Philippine
- Elshazly Tarek
- Elyazar Iqbal
- Enderle Isabelle
- Endo Tomoyuki
- Eng Chan Chee
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Escher Martina
- Esperatti Mariano
- Esperou H. lène
- Esposito-Farese Marina
- Estevão João
- Etienne Manuel
- Ettalhaoui Nadia
- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
- Faria Pedro
- Farooq Ahmed
- Farrar Jeremy J.
- Farshait Nataly
- Fateena Hanan
- Fatoni Arie Zainul
- Faure Karine
- Favory Raphaël
- Fayed Mohamed
- Feely Niamh
- Feeney Laura
- Fernandes Jorge
- Fernandes Marília
- Fernandes Susana
- Ferrand Devouge Eglantine
- Ferrand François-Xavier
- Ferraz M. rio
- Ferreira Benigno
- Ferreira S. lvia
- Ferrer-Roca Ricard
- Ferriere Nicolas
- Ferrão Joana
- Ficko C. line
- Figueiredo-Mello Claudia
- Fiorda Juan
- Flament Thomas
- Flateau Clara
- Fletcher Tom
- Florio Letizia Lucia
- Flynn Brigid
- Flynn Deirdre
- Foley Claire
- Foley Jean
- Fomin Victor
- Fonseca Tatiana
- Fontela Patricia
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fourn Erwan
- Fowler Robert A.
- Fraher Dr Marianne
- Franch-Llasat Diego
- Fraser Christophe
- Fraser John F.
- Freire Marcela Vieira
- Freitas Ribeiro Ana
- Friedrich Caren
- Fritz Ricardo
- Fry Stéphanie
- Fuentes Nora
- Fukuda Masahiro
- Gaborieau Valérie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- Gagné Nathalie
- Gail Skeie Linda
- Gaião S. rgio
- Gallagher Phil
- Gallego Curto Elena
- Gamble Carrol
- Gani Yasmin
- Garan Arthur
- Garcia Rebekha
- Garcia-Diaz Julia
- Garcia-Gallo Esteban
- García Barrio Noelia
- Garimella Navya
- Garot Denis
- Garrait Valérie
- Gauli Basanta
- Gault Nathalie
- Gavin Aisling
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
- Gerbaud Morlaes Louis
- Germano Nuno
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- Ghosn Jade
- Giani Marco
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- Gibson Jess
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- Gilg Morgane
- Gilroy Elaine
- Giordano Guillermo
- Girvan Michelle
- Gissot Valérie
- Gitahi Judy
- Giwangkancana Gezy
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Goh Jin Yi
- Golob Jonathan
- Gomes Rui
- Gomez Kyle
- Gominet Marie
- Gonzalez Alicia
- Gordon Anthony
- Gordon Patricia
- Gorenne Isabelle
- Goubert Laure
- Goujard C. cile
- Goulenok Tiphaine
- Grable Margarite
- Graf Jeronimo
- Grandin Edward Wilson
- Granier Pascal
- Grasselli Giacomo
- Grazioli Lorenzo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe Segolène
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Grigoras Ioana
- Groenendijk Albert
- Grosse Lordemann Anja
- Gruner Heidi
- Gu Yusing
- Guarracino Fabio
- Guedj J. rémie
- Guego Martin
- Guellec Dewi
- Guerguerian Anne-Marie
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- Guimard Thomas
- Guimarães de Castro Maisa
- Gómez-Junyent Joan
- Haalboom Marieke
- Haber Daniel
- Habraken Hannah
- Hachemi Ali
- Hadri Nadir
- Haidash Olena
- Haider Saeeda
- Haidri Fakhir
- Hakak Sheeba
- Hall Adam
- Hall Matthew
- Halpin Sophie
- Hamer Ansley
- Hamers Raph
- Hamidfar Rebecca
- Hammond Terese
- Han Lim Yuen
- Haniffa Rashan
- Hao Kok Wei
- Hardwick Hayley
- Harrison Ewen M.
- Harrison Janet
- Harrison Samuel Bernard Ekow
- Hartman Alan
- Hashmi Junaid
- Hashmi Madiha
- Hayat Muhammad
- Hayes Ailbhe
- Hays Leanne
- Heerman Jan
- Heggelund Lars
- Hendry Ross
- Hennessy Martina
- Henriquez Aquiles
- Hentzien Maxime
- Herekar Fivzia
- Hernandez-Montfort Jaime
- Herr Daniel
- Hershey Andrew
- Hesstvedt Liv
- Hidayah Astarini
- Higgins Dawn
- Higgins Eibhilin
- HigginsOKeeffe Grainne
- Hinchion Rita
- Hinton Samuel
- Hiraiwa Hiroaki
- Hitoto Hikombo
- Ho Antonia
- Ho Yi Bin
- Hoctin Alexandre
- Hoffmann Isabelle
- Hoh Wei Han
- Hoiting Oscar
- Holt Rebecca
- Holter Jan Cato
- Horby Peter
- Horcajada Juan Pablo
- Hoshino Koji
- Hoshino Kota
- Houas Ikram
- Hough Catherine L.
- Houltham Stuart
- Hsu Jimmy Ming-Yang
- Hulot Jean-S. bastien
- Hussain Iqbal
- Ijaz Samreen
- Illes Hajnal-Gabriela
- Imbert Patrick
- Imran Sikander Rana
- Imran Mohammad
- Infante Dominguez Carmen
- Ing Yun Sii
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- Iosifidis Elias
- Ippolito Mariachiara
- Isgett Sarah
- Ishani Palliya Guruge Pramodya Ishani
- Isidoro Tiago
- Ismail Nadiah
- Isnard Margaux
- Itai Junji
- Ito Asami
- Ivulich Daniel
- Jaafar Danielle
- Jaafoura Salma
- Jabot Julien
- Jackson Clare
- Jamieson Nina
- Jaquet Pierre
- Jassat Waasila
- Jaud-Fischer Coline
- Jaureguiberry Stéphane
- Javidfar Jeffrey
- Jawad Issrah
- Jaworsky Denise
- Jayakumar Devachandran
- Jego Florence
- Jelani Anilawati Mat
- Jenum Synne
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- Job van der Palen
- Joe Ong Yiaw
- Jorge García Ruth N.
- Joseph C. dric
- Joseph Mark
- Joshi Swosti
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- Jouvet Philippe
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- Kaleesvran Thavamany
- Kali Sabina
- Kalicinska Alina
- Kalomoiri Smaragdi
- Kamal Saima
- Kamaluddin Muhammad Aisar Ayadi
- Kamaruddin Zul Amali Che
- Kamarudin Nadiah
- Kandamby Darshana Hewa
- Kandel Chris
- Kang Kong Yeow
- Kant Ravi
- Kanwal Darakhshan
- Kanyawati Dyah
- Karki Bipin
- Karpayah Pratap
- Karsies Todd
- Kartsonaki Christiana
- Kasugai Daisuke
- Kataria Anant
- Katz Kevin
- Kaur Johal Simreen
- Kaur Aasmine
- Kawasaki Tatsuya
- Kay Christy
- Keane Hannah
- Keating Seán
- Kellam Paul
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- Khalid Imrana
- Khalid Osama
- Khalil Antoine
- Khan Coralie
- Khan Irfan
- Khanal Sushil
- Kho Michelle E.
- Khoo Denisa
- Khoo Ryan
- Khoo Saye
- Khoso Nasir
- Kiat Khor How
- Kida Yuri
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- King Alexander
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- Kumar Mukesh
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- Kurtzman Ethan
- Kusumastuti Neurinda Permata
- Kutsogiannis Demetrios
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- l'Her Erwan
- Lachatre Marie
- Lacoste Marie
- Laffey John G.
- Lagrange Marie
- Laine Fabrice
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- Lakhey Sanjay
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- Lantang Eka Yudha
- Lanza Marina
- Laouénan C. dric
- Laribi Samira
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- Latif Naveed
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- Law Andy
- Lawrence Cassie
- Lawrence Teresa
- le Bihan Clément
- le Bris Cyril
- le Falher Georges
- le Fevre Lucie
- le Hingrat Quentin
- le Maréchal Marion
- le Mestre Soizic
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- le Moing Vincent
- le Nagard Hervé
- le Turnier Paul
- le Minh
- Leal Santos Marta
- Leal Ema
- Lee Biing Horng
- Lee Heng Gee
- Lee James
- Lee Su Hwan
- Lee Todd C.
- Lee Yi Lin
- Leeming Gary
- Lefebvre B. nédicte
- Lefebvre Laurent
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- Lopez-Colon Dalia
- Loschner Anthony L.
- Loubet Paul
- Loufti Bouchra
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- Oliveira Larissa
- Olliaro Piero L.
- Ong David S. Y.
- Ong Jee Yan
- Oosthuyzen Wilna
- Opavsky Anne
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- Orakzai Saijad
- Orozco-Chamorro Claudia Milena
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- Ouamara Nadia
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- Owyang Clark
- Oziol Eric
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- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
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- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
- Pudota Sravya
- Pujo Semedi Bambang
- Pulicken Mathew
- Puntoni Matteo
- Purcell Gregory
- Puéchal Oriane
- Póvoas Diana
- Quesada Luisa
- Quinones-Cardona Vilmaris
- Quirós González V. ctor
- Quist-Paulsen Else
- Quraishi Mohammed
- Rabaa Maia
- Rabaud Christian
- Rabindrarajan Ebenezer
- Rafael Aldo
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- Rahman Rozanah Abd
- Rahutullah Arsalan
- Rainieri Fernando
- Rajahram Giri Shan
- Rajapakse Nipunie
- Ralib Azrina
- Ramakrishnan Nagarajan
- Ramanathan Kollengode
- 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
- Real Andre
- Rebaudet Stanislas
- Redl Sarah
- Reeve Brenda
- Rehan Ali
- Rehman Attaur
- Reid Liadain
- Reikvam Dag Henrik
- Reis Renato
- Rello Jordi
- Remppis Jonathan
- Remy Martine
- Ren Hongru
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- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
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- Reyes Tiago
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- Richardson Denise
- Richier Laurent
- Ridzuan Siti Nurul Atikah Ahmad
- Riera Jordi
- Rios Ana L.
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rivera Nuñez Maria Angelica
- Rizer Nicholas
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- Robba Chiara
- Roberto André
- Roberts Stephanie
- Robertson David L.
- Robineau Olivier
- Roche-Campo Ferran
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- Roriz M. lanie
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- Rossignol Patrick
- Rousset Stella
- Roy Carine
- Roze Benoît
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- Ryan Maeve
- Ryan Maria
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- Rygh Holten Aleksander
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- Sarmiento Iam Claire E.
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- Sin Wai Ching
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- Sitompul Pompini Agustina
- Sivam Karisha
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Soh Tze Vee
- Solis Monserrat
- Solomon Joshua
- Solomon Tom
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- Sommet Agnès
- Song Chia Jack
- Song Myung Jin
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- Soom Azlan Mat
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- Souza-Dantas Vicente
- Sperry Alexandra
- Spinuzza Elisabetta
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- Sriskandan Shiranee
- Stabler Sarah
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Steinsvik Trude
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Strudwick Samantha
- Stuart Ami
- Stuart David
- Subekti Decy
- Suen Gabriel
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- Sukumar Prasanth
- Sultana Asfia
- Summers Charlotte
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- Suwarti Suwarti
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- Talarek Ewa
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- Talsma Jelmer
- Tampubolon Maria Lawrensia
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- Tan Le Van
- Tan Yan Chyi
- Tanaka Clarice
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tanveer Hussain
- Taqdees Huda
- Taqi Arshad
- Tardivon Coralie
- Tattevin Pierre
- Taufik M. Azhari
- Tawfik Hassan
- Tedder Richard S.
- Tee Tze Yuan
- Teixeira João
- Tejada Sofia
- Tellier Marie-Capucine
- Teoh Sze Kye
- Teotonio Vanessa
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- Thabit Alif Adlan Mohd
- Tham Zhang Duan
- Thangavelu Suvintheran
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill Benoît
- Thirumanickam Jananee
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thurai Surain Raaj Thanga
- Thuy Duong Bich
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-François
- Tirupakuzhi Vijayaraghavan Bharath Kumar
- Tissot Noémie
- Toh Jordan Zhien Yang
- Toki Maria
- Tolppa Timo
- Tonby Kristian
- Tonnii Sia Loong
- Torres Santos-Olmo Rosario Maria
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Traynor Damien
- Treoux Théo
- Trieu Huynh Trung
- Tripathy Swagata
- Tromeur C. cile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turmel Jean-Marie
- Turtle Lance C. W.
- Tveita Anders
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udayanga P. G. Ishara
- Udy Andrew
- Ullrich Roman
- Umer Zubair
- Uribe Alberto
- Usman Asad
- Vajdovics Cristinava
- Val-Flores Luís
- Valle Ana Luiza
- Valran Amélie
- van de Velde Stijn
- van den Berge Marcel
- van der Feltz Machteld
- van der Valk Paul
- van der Vekens Nicky
- van der Voort Peter
- van der Werf Sylvie
- van Dyk Marlice
- van Gulik Laura
- van Hattem Jarne
- van Lelyveld Steven
- van Netten Carolien
- van Twillert Gitte
- van Veen Ilonka
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Varrone Michael
- Vasudayan Shoban Raj
- Vauchy Charline
- Vaughan Helen
- Veeran Shaminee
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vidal José Ernesto
- Vieira C. sar
- Vijayan Deepak
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Vinh Chau Nguyen Van
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Wan Muhd Shukeri Wan Fadzlina
- Wang Chih-Hsien
- Webb Steven Anthony
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wing Yiu Ng
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Xian Gan Ee
- Xian Lim Saio
- Xuan Kuan Pei
- Xynogalas Ioannis
- Yacoub Sophie
- Yakop Siti Rohani Binti Mohd
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yee Liang Hing Nicholas
- Yelnik C. cile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zaidan Nor Zaila Binti
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zawadka Konrad
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/12/2021
- Field of study
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Aasiyah Rashan
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Agamemnon Bakakos
- Agn??s Meybeck
- Agn??s Sommet
- Agnieszka Oldakowska
- 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
- 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
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J. Mentzer
- Alexander King
- Alexander Zoufaly
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- Ithan D. Peltan
- Ivo Castro
- J Kevin Baird
- J. Kenneth Baillie
- J. Perren Cobb
- J??r??me Dimet
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- J??r??mie Pasquier
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- Jacobien Ellerbroek
- Jade Ghosn
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- Jodat Saleem
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- Jos?? Casimiro
- Jos?? Ernesto Vidal
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- Kok Wei Hao
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- M Azhari Taufik
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- Mathieu Lesouhaitier
- Mathieu Mattei
- Mathilde Desvall??e
- Mathilde Duplaix
- Matteo Puntoni
- Matteo Rossetti
- Matthew Brack
- Matthew Cummings
- Matthew Griffee
- Matthew Hall
- Matthew Pellan Cheng
- Matthieu Revest
- Maude Bouscambert
- Mauro Panigada
- Max O'Donnell
- Maxime Hentzien
- Maximilian Malfertheiner
- Maximilien Saint-Gilles
- Mayka Mergeay-Fabre
- Meera Chand
- Megan Coles
- Megan Marshal
- Meghena Mathew
- Mehdi Mezidi
- Mehul Desai
- Melissa Parker
- Menaldi Rasmin
- Merc?? Jourdain
- Mia Callahan
- Mical Paul
- Michael Collins
- Michael Maxwell
- Michael Piagnerelli
- Michael Rose
- Michael Schwameis
- Michael Sonntagbauer
- Michael Towers
- Michael Varrone
- Michaela Barnikel
- Michela Leone
- Michelle E Kho
- Michelle Girvan
- Michelle Smyth
- Michelle Smyth
- Miguel Pedrera Jim??nez
- Miguel Zambrano
- Minerva Cervantes-Gonzalez
- Minh Le
- Mireia Cantero
- Miriam O'Sullivan
- Mirjam Evers
- Mo??se Machado
- Mobin Chaudary
- Mohamed Fayed
- Mohammad Asim
- Mohammad Imran
- Mohammad Shamsah
- Mohammed El Sanharawi
- Mohammed Quraishi
- Mohan Dass Pathmanathan
- Mohanaprasanth Balakrishnan
- Mohd Nazlin Bin Kamarudin
- Mohd Shahnaz Hasan
- Mohiuddin Shiekh
- Moirangthem Bikram Singh
- Monserrat Solis
- Morgane Gilg
- Morgane Snacken
- Moshe Matan
- Motohiro Asaki
- Muhammad Aisar Ayadi Kamaluddin
- Muhammad Ashraf
- Muhammad Fadhli Hassin Basri
- Muhammad Hayat
- Mukesh Kumar
- Murray Dryden
- Murray Wham
- Musharaf Sadat
- Mustehan Bashir
- Myl??ne Maillet
- Myung Jin Song
- Nad??ge Neant
- Nadeem Munir
- Nadia Baig
- Nadia Ettalhaoui
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- Nadia Ouamara
- Nadiah Ismail
- Nadiah Kamarudin
- Nadir Hadri
- Nadirah Abdul Wahid
- Nagarajan Ramakrishnan
- Nageswaran Narayanan
- Nahoko Shindo
- Namra N
- Naoki Shimizu
- Naseem Ali Shah
- Nasir Khoso
- Nassima Si Mohammed
- Natalie McEvoy
- Nataly Farshait
- Nathalie Allou
- Nathalie DeCastro
- Nathalie Dournon
- Nathalie Gagn??
- Nathalie Gault
- Nathalie M. Delfos
- Nathalie Pansu
- Nathan Peiffer-Smadja
- Naveed Latif
- Navy Lolong
- Navya Garimella
- Nawal Salahuddin
- Nazreen Abu Bakar
- Necsoi Coca
- Neerusha Kaisbain
- Nelson Cardoso
- Nestor Luque
- Neurinda Permata Kusumastuti
- Ng Wing Yiu
- Ng Yong Muh
- Ng Yong Siang
- Nguyen Van Vinh Chau
- Niamh Feely
- Niamh Kelly
- Niamh Ni Leathlobhair
- Nicholas Rizer
- Nicholas Sedillot
- Nicholas Yee Liang Hing
- Nicholas Yuri Barbosa
- Nick Daneman
- Nicky Van Der Vekens
- Nicolas Benech
- Nicolas Brozzi
- Nicolas Carlier
- Nicolas Ferriere
- Nicolas Terzi
- Nicole White
- Nidyanara Castanheira
- Nik Nur Eliza Mohamed
- Nikita A Nekliudov
- Nilar Lwin
- Nina Buchtele
- Nina Jamieson
- Nipunie Rajapakse
- Nisreen Shiban
- No??mie Mercier
- No??mie Tissot
- No??mie Vanel
- Nobuaki Shime
- Nobuya Kitamura
- Noelia Garc??a Barrio
- Noor Hidayu Wahab
- Nor Arisah Misnan
- Nor Zaila Binti Zaidan
- Nora Fuentes
- Nuno Germano
- Nuno Martins
- Nur Amira
- Nurnaningsih Nurnaningsih
- Nurul Amani Mohd Noordin
- Nurul Faten Izzati Norharizam
- Nurul Najmee Abdulkadir
- Nurul Zaynah
- Oana Sandulescu
- Obada Yousif
- Odile Launay
- Ogechukwu Menkiti
- Oksana Kruglova
- Olavi Maasikas
- Oleksa Rewa
- Olena Haidash
- Olga Martynenko
- Olguta Lungu
- Olivier Bouchaud
- Olivier Epaulard
- Olivier Lairez
- Olivier Lesens
- Olivier Picone
- Olivier Robineau
- Olivier Sanchez
- Olivier Terrier
- Omar Mehkri
- Ong Yiaw Joe
- Oriane Pu??chal
- Orna Ni Choileain
- Oryane Mabiala
- Osama Khalid
- Osama Metwally
- Oscar Hoiting
- Ouifiya Kafif
- Pablo Blanco-Schweizer
- Pablo Serrano Balazote
- Paddy Mallon
- Palliya Guruge Pramodya Ishani Ishani
- Pamela Combs
- Paola Rodari
- Paolo Cattaneo
- Paolo Pelosi
- Parthena Savvidou
- Pascal Granier
- Patricia Fontela
- Patricia Gordon
- Patricia Lizotte
- Patricia Patricio
- Patrick Archambault
- Patrick Biston
- Patrick Breen
- Patrick Breen
- Patrick Imbert
- Patrick Rispal
- Patrick Rossignol
- Paul Campbell
- Paul Dunand
- Paul Henri Wicky
- Paul Kellam
- Paul Klenerman
- Paul Le Turnier
- Paul Loubet
- Paul McNally
- Paul Tierney
- Paul van der Valk
- Paula Custodio
- Pauline Caraux-Paz
- Pauline Yeung Ng
- Pavan Kumar Vecham
- Pawel Twardowski
- Pedro Faria
- Pedro Povoa
- Peter de Vries
- Peter Doran
- Peter Horby
- Peter Kiiza
- Peter Openshaw
- Peter S Timashev
- Peter Van der Voort
- Petr Glybochko
- PG Ishara Udayanga
- Phil Gallagher
- Philippe Jouvet
- Philippine Eloy
- Phillip Mason
- Phoebe Ampaw
- Piero L. Olliaro
- Pierre Delobel
- Pierre Jaquet
- Pierre Tattevin
- Pierre-Adrien Bolze
- Pierre-Fran??ois Sandrine
- Pierre-Marc Villeneuve
- Pierre-Marie Roger
- Pieter Depuydt
- Piret Sillaots
- Pleun Terpstra
- Polina Bugaeva
- Pompini Agustina Sitompul
- Pooja Varghese
- Pranya Sakiyalak
- Prasan Kumar Panda
- Prasanth Sukumar
- Pratap Karpayah
- Pratima Sharma
- praveen kumar ghisulal
- Priscila Diaz
- Prompak Nitayavardhana
- Punam Singh
- Qabas Alkhafajee
- Quentin Le Hingrat
- Quentin Lepiller
- Quratul Ain
- Rachael McConnochie
- Rachael Parke
- Rachel Cregan
- Rachida Ouissa
- Rafael Freitas de Oliveira Fran??a
- Rafael Le??n
- Rafael Mahieu
- Rajavardhan Rangappa
- Rajeshwari Arali
- Rajyabardhan Pattnaik
- Rakesh Arora
- Rana Imran Sikander
- Raph Hamers
- Rapha??l Borie
- Rapha??l Favory
- Raquel Pinto
- Rashan Haniffa
- Rashid Nasim Khan
- Rasidah Bt Senian
- Raul Neto
- Ravi Kant
- Raymond Savio
- Razi Alalqam
- Rebecca Hamidfar
- Rebecca Holt
- Rebekha Garcia
- Renata Barbalho
- Renato Reis
- Renee Douma
- Ricard Ferrer-Roca
- Ricardo Fritz
- Richard S. Tedder
- Riinu Pius
- Rima Song
- Rita Alves
- Rita Hinchion
- Ritika Ranjan
- Rob Klont
- Robert A. Fowler
- Roberta Cavalin
- Roberto Andini
- Roberto Roncon-Albuquerque Jr
- Robin Kobbe
- Rodrigo Diaz
- Rog??rio Silva
- Rolando Claure Del Granado
- Romain Basmaci
- Romain Decours
- Romain Guery
- Roman Ullrich
- Romans Matulevics
- Rosanna De Rosa
- Rosario Maria Torres Santos-Olmo
- Ross Hendry
- Rostane Gaci
- Roxane Courtois
- Rozanah Abd Rahman
- Rui Gomes
- Rui Pereira
- Rumaisah Satyawati
- Ruth Jimbo-Sotomayor
- Ruth Lyons
- Ruth N. Jorge Garc??a
- Ryadh Pokeerbux
- Ryan Kennedy
- Ryan Khoo
- Ryan S. Thwaites
- Ryuzo Abe
- S??bastien Preau
- S??lvia Ferreira
- S??rgio Gai??o
- S??verine Ansart
- Saad Nseir
- Sabelline Bouchez
- Sabin Koirala
- Sabina Kali
- Sabina Mason
- Sabine Cornelis
- Sabine Croonen
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- Saeeda Haider
- Saef Umar Barnett
- Saijad Orakzai
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- Samantha Strudwick
- Samira Laribi
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- Samual MacDonald
- Samuel Bernard Ekow Harrison
- Samuel Hinton
- Samuel Markowicz
- Samuel McElwee
- Sandrine Couffin-Cadiergues
- Sanjay Lakhey
- Sanne Wesselius
- Santi Dewayanti
- Saptadi Yuliarto
- Sara Clohisey
- Sara Taleb
- Sara Ventura
- Sarah Cormican
- Sarah E. McDonald
- Sarah Isgett
- Sarah MacDonald
- Sarah Moore
- Sarah Redl
- Sarah Stabler
- Sarah Syahrin
- Sarah Tubiana
- Saye Khoo
- Scott Pharand
- Se??n Keating
- Seamus Daly
- Sean Donohue
- Sebastian Vencken
- Sebastiano Maria Colombo
- Segol??ne Greffe
- Senthilkumar Alegesan
- Sergio Poli
- Shahdattul Mawarni Taib
- Shaikh Sharjeel
- Shakeel Ahmed
- Shaminee Veeran
- Sharma Keshav
- Shaun Thompson
- Shaunagh Browne
- Sheeba Hakak
- Sheharyar Ashraf
- Sheila C??rcel
- Sherry McDermott
- Sheryl Ann Abdukahil
- Shingo Adachi
- Shinichiro Ohshimo
- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C. Moore
- Sia Loong Tonnii
- Silvia Casta??eda
- Silvia Lourenco
- Sim Choon Ean
- Sim??o Rodeia
- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- Simone Piva
- Simreen Kaur Johal
- 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
- Sobia Masood
- Sof??a Contreras
- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- Soizic Le Mestre
- Sophie Halpin
- Sophie Mahy
- Sophie O'Halloran
- Sophie Yacoub
- Sravya Pudota
- Sree Satyapriya
- Srinivas Murthy
- St??phane Jaureguiberry
- St??phane Lasry
- St??phane Sallaberry
- St??phanie Cousse
- St??phanie Fry
- Stanislas Rebaudet
- Steffi Ryckaert
- Stella Rousset
- Stephan Schroll
- Stephanie Nonas
- Stephanie Roberts
- Stephanie Yerkovich
- Stephanie-Susanne Stecher
- Stephen Brett
- Stephen Knight
- Steven Anthony Webb
- Steven van Lelyveld
- Stijn Van de Velde
- Stuart Houltham
- 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
- Swagata Tripathy
- 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
- T. Eoin West
- T??nia Sequeira
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Takuya Shiga
- Tala Al-dabbous
- Tamara Seitz
- Tan Pei Wen
- Tanvir Alam
- Tarek Elshazly
- Tatiana Fonseca
- Tatsuya Kawasaki
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Tessa Broadley
- Th??o Treoux
- 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
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timo Tolppa
- 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
- V??ctor Quir??s Gonz??lez
- V??ronique Lemee
- Vadim Tieroshyn
- Val??rie Gaborieau
- Val??rie Garrait
- Val??rie Gissot
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- van der Palen Job
- 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
- 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
- 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 Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Xavier Duval
- Xavier S??nchez Choez
- Xin Ci Wong
- 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
- Zubair Umer
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
International audienc
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasiyah Rashan 9
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abi Beane 10
- Abid Khatak
- Abigail Beane
- Adam Ali
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Aidan Burrell
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Cucino
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Martinelli
- Alessandra Notari
- Alex Browne
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Alfredo Antonio Chetta
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Alistair Nichol
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amanda Rojek 5
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amiel A Dror
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Aroca
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Luiza Valle
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anais Rampello
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Benteson Nygaard
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Dias
- Andrea Kelly
- Andrea Rossanese
- Andrea Ticinesi
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Dagens 5
- Andrew Hershey
- Andrew Law
- Andrew Letizia
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andrés Orquera
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Annmarie O'Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- António Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arne Søraas
- Arsalan Rahutullah
- Arshad Taqi
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asami Ito
- Asfia Sultana
- Asgar Rishu
- Ashraf Sheharyar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Audrey Dubot-Pérès
- Aurelius Bonfasius
- Aurore Bousquet
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Axelle Braconnier
- Ayodhia Pitaloka
- Azlan Mat Soom
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barbara Wanjiru Citarella
- Barbara Wanjiru Citarella 5
- Basanta Gauli
- Basri Mat Nor
- Bato Hammarström
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim Beltrão
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- Benoît Roze
- Benoît Thill
- Bernard Cholley
- Bernardo Neves
- Bernhard Roessler
- Bertrand Dussol
- Bharath Kumar Tirupakuzhi Vijayaraghavan
- Bianca Boxma
- Bianca DeBenedictis
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Bouchra Loufti
- Bountoy Sibounheuang
- Brenda Molloy
- Brenda Reeve
- Brian Marsh
- Brigid Flynn
- Brigitte Elharrar
- Briseida Parra
- Bronner P Gonçalves
- Bronner P Gonçalves 5
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- Bénédicte Lefebvre
- Bénédicte Rossignol
- Caitriona Cody
- Calvin Wong
- Cameron J Fairfield
- Camile Bouisse
- Camilla Lund Søraas
- Camille Couffignal
- Caren Friedrich
- Carine Roy
- Carla Eira
- Carlo Ferrari
- Carlo Giaquinto
- Carlos Alexandre Antunes de Brito
- Carlos Lumbreras Bermejo
- Carlos M Luna
- Carlos Pimentel
- Carlotta Mutti
- Carmen Infante Dominguez
- Carola Pierobon
- Carolien van Netten
- Caroline Kosgei
- Caroline Martins Rego
- Caroline Mudara
- Caroline Semaille
- Carolline Araujo
- Carrol Gamble
- Cassidy Codan
- Cassie Lawrence
- Catarina Pires
- Catarina Silva
- Caterina Caminiti
- Catherine A Shaw
- Catherine Blier
- Catherine Chakveatze
- Catherine Chirouze
- Catherine L Hough
- Catherine Marquis
- Catherine Motherway
- Cecile Azoulay
- Cecilia Canepa
- Ceila Maria Sant'Ana Malaque
- Celina Turchi Martelli
- Chamira Kodippily
- Chan Chee Eng
- Chantre Lima
- Charbel Maroun Eid
- Charlene Da Silveira
- Charles Crepy D'Orleans
- Charline Vauchy
- Charlotte Salmon Gandonniere
- Charlotte Summers
- Cheryl Bartone
- Chian Hui Yeoh
- Chiara Robba
- Chiara Simona Cardellino
- Chiara Vitiello
- Chih-Hsien Wang
- Chloe Donohue
- Chris Kandel
- Chris McKay
- Christel Arnold-Day
- Christelle Chantalat Auger
- Christelle Delmas
- Christelle Paul
- Christelle Tual
- Christian Buesaquillo
- Christian Prebensen
- Christian Rabaud
- Christiana Kartsonaki
- Christiana Kartsonaki 5
- Christl A Donnelly
- Christophe Fraser
- Christophe Rapp
- Christopher A Green
- Christy Kay
- Claire Andrejak
- Claire Foley
- Claire Kelly
- Claire Levy-Marchal
- Claire Roger
- Clara Flateau
- Clara Mouton Perrot
- Clare Jackson
- Clarice Tanaka
- Clark D Russell
- Clark D Russell 8
- Clark Owyang
- Claudia Bianco
- Claudia Figueiredo-Mello
- Claudia Milena Orozco-Chamorro
- Claudia Montes
- Claudia Sepulveda
- Claudina Cruz
- Claudine Badr
- Claudio Duarte Fonseca
- Cleide Barrigoto
- Clotilde Allavena
- Clément Le Bihan
- Coca Necsoi
- Coilin Smyth
- Colin McArthur
- Colin McCloskey
- Coline Jaud-Fischer
- Colleen Curran
- Conar O'Neil
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- Pierre-François Sandrine
- Pierre-Marc Villeneuve
- Pierre-Marie Roger
- Pieter Depuydt
- Piret Sillaots
- Pleun Terpstra
- Polina Bugaeva
- Pompini Agustina Sitompul
- Pooja Varghese
- Pramesh Sundar Shrestha
- Pranya Sakiyalak
- Prasan Kumar Panda
- Pratap Karpayah
- Pratheema Ramachandran
- Pratima Sharma
- Praveen Kumar Ghisulal
- Priscila Diaz
- Prompak Nitayavardhana
- Pulak Kedia
- Punam Singh
- Qabas Alkhafajee
- Quentin Le Hingrat
- Quentin Lepiller
- Quratul Ain Khan
- Rachael McConnochie
- Rachael Parke
- Rachel Cregan
- Rachida Ouissa
- Rafael Freitas de Oliveira França
- Rafael León
- Rafael Mahieu
- Rajavardhan Rangappa
- Rajyabardhan Pattnaik
- Rakesh Arora
- Rana Imran Sikander
- Raph L Hamers
- Raphaël Borie
- Raphaël Favory
- Raquel Pinto
- Rashan Haniffa
- Rashid Nasim Khan
- Rasidah Bt Senian
- Raul Neto
- Razi Alalqam
- Rebecca Hamidfar
- Rebecca Holt
- Rebekha Garcia
- Renata Barbalho
- Renato Reis
- Renaud Tamisier
- Renee Douma
- Ricard Ferrer-Roca
- Ricardo Fritz
- Richard S Tedder
- Riinu Pius
- Rima Song
- Rita Alves
- Rita Hinchion
- Ritika Ranjan
- Roar Bævre-Jensen
- Rob Klont
- Robert A Fowler
- Roberta Cavalin
- Roberta Meta
- Roberta Pisi
- Roberto Andini
- Roberto Roncon-Albuquerque Jr
- Robin Kobbe
- Rodrigo Diaz
- Rogério Silva
- Rohan Shetty
- Rolando Claure-Del Granado
- Romain Basmaci
- Romain Decours
- Romain Guery
- Roman Ullrich
- Romans Matulevics
- Rosanna De Rosa
- Rosario Maria Torres Santos-Olmo
- Ross Hendry
- Rostane Gaci
- Roxane Courtois
- Rozanah Abd Rahman
- Rui Gomes
- Rui Pereira
- Rumaisah Satyawati
- Ruth Jimbo-Sotomayor
- Ruth Lyons
- Ruth N Jorge García
- Ryadh Pokeerbux
- Ryan Kennedy
- Ryan Khoo
- Ryan S Thwaites
- Ryuzo Abe
- Saad Nseir
- Sabelline Bouchez
- Sabin Koirala
- Sabina Kali
- Sabina Mason
- Sabine Cornelis
- Sabine Croonen
- Sadie Kelly
- Sadie Kelly 4
- Saef Umar Barnett
- Saijad Orakzai
- Sairah Sadaf
- Sakshi Lath
- Saleh Al Ageel
- Sally Shrapnel
- Sally Shrapnel 6 7
- Salma Jaafoura
- Samantha Lissauer
- Samantha Strudwick
- Samira Laribi
- Samreen Ijaz
- Samuel Bernard Ekow Harrison
- Samuel Hinton
- Samuel Markowicz
- Samuel McElwee
- Sandra Rossi
- Sandrine Couffin-Cadiergues
- Sanjay Lakhey
- Sanne Wesselius
- Santi Dewayanti
- Saptadi Yuliarto
- Sara Clohisey
- Sara Duque 1
- Sara Taleb
- Sara Ventura
- Sarah E McDonald
- Sarah Isgett
- Sarah MacDonald
- Sarah Moore
- Sarah Redl
- Sarah Stabler
- Sarah Syahrin
- Sarah Tubiana
- Saye Khoo
- Scott Pharand
- Seamus Daly
- Sean Donohue
- Sebastian Vencken
- Sebastiano Maria Colombo
- Segolène Greffe
- Senthilkumar Alegesan
- Sergio Poli
- Seán Keating
- Shahdattul Mawarni Taib
- Shaikh Sharjeel
- Shakeel Ahmed
- Shaminee Veeran
- Sharma Keshav
- Shaun Thompson
- Shaunagh Browne
- Sheeba Hakak
- Sheila Cárcel
- Sherry McDermott
- Sheryl Ann Abdukahil
- Shingo Adachi
- Shinichiro Ohshimo
- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C Moore
- Shubha Kalyan Shrestha
- Sia Loong Tonnii
- Silje Bakken Jørgensen
- Silvia Castañeda
- Silvia Lourenco
- Sim Choon Ean
- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- Simone Piva
- Simão Rodeia
- 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
- Sofía Contreras
- Soizic Le Mestre
- Sommay Keomany
- Sonja Hjellegjerde Brunvoll
- Sophie Halpin
- Sophie Mahy
- Sophie O'Halloran
- Sophie Yacoub
- Sravya Pudota
- Sree Satyapriya
- Srinivas Murthy
- Srinivas Murthy 11
- 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
- Stuart Houltham
- Stéphane Jaureguiberry
- Stéphane Lasry
- Stéphane Sallaberry
- Stéphanie Cousse
- Stéphanie Fry
- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- Sue Smith 5
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
- Surya Otto Wijaya
- Susana Cabral
- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
- Suzanne Bennett
- Suzette Willems
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Syed Muneeb
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Synne Jenum
- Sze Kye Teoh
- Sébastien Preau
- Sérgio Gaião
- Séverine Ansart
- Sílvia Ferreira
- T Eoin West
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Takuya Shiga
- Tala Al-Dabbous
- Tamara Seitz
- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tatsuya Kawasaki
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thipsavanh Bounphiengsy
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tiziana Meschi
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Touxiong Yiaye
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valeria Balan 5
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Viladeth Praphasiri
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Volkan Korten
- Véronique Lemee
- Víctor Quirós González
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xavier Sánchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yuli V Fuentes 1
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use