16 research outputs found
Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19
- Author
- Abbas A.
- Abdukahil S. A.
- Abdulkadir N. N.
- Abe R.
- Abel L.
- Absil L.
- Acharya S.
- Acker A.
- Adam E.
- Adriao D.
- Ahmed S.
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- Airlangga E.
- Aisa T.
- Akimoto T.
- Akmal E.
- Al Ageel S.
- Al Qasim E.
- Al-Dabbous T.
- Al-Fares A.
- Alalqam R.
- Alberti A.
- Alegesan S.
- Alegre C.
- Alessi M.
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- Publication venue
- Publication date
- 01/01/2023
- Field of study
Background: We describe demographic features, treatments and clinical outcomes in the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) COVID-19 cohort, one of the 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
Thrombotic and hemorrhagic complications of COVID-19 in adults hospitalized in high-income countries compared with those in adults hospitalized in low- and middle-income countries in an international registry
- Author
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- Publication venue
- Publication date
- 01/01/2023
- Field of study
Background: COVID-19 has been associated with a broad range of thromboembolic, ischemic, and hemorrhagic complications (coagulopathy complications). Most studies have focused on patients with severe disease from high-income countries (HICs). Objectives: The main aims were to compare the frequency of coagulopathy complications in developing countries (low- and middle-income countries [LMICs]) with those in HICs, delineate the frequency across a range of treatment levels, and determine associations with in-hospital mortality. Methods: Adult patients enrolled in an observational, multinational registry, the International Severe Acute Respiratory and Emerging Infections COVID-19 study, between January 1, 2020, and September 15, 2021, met inclusion criteria, including admission to a hospital for laboratory-confirmed, acute COVID-19 and data on complications and survival. The advanced-treatment cohort received care, such as admission to the intensive care unit, mechanical ventilation, or inotropes or vasopressors; the basic-treatment cohort did not receive any of these interventions. Results: The study population included 495,682 patients from 52 countries, with 63% from LMICs and 85% in the basic treatment cohort. The frequency of coagulopathy complications was higher in HICs (0.76%-3.4%) than in LMICs (0.09%-1.22%). Complications were more frequent in the advanced-treatment cohort than in the basic-treatment cohort. Coagulopathy complications were associated with increased in-hospital mortality (odds ratio, 1.58; 95% CI, 1.52-1.64). The increased mortality associated with these complications was higher in LMICs (58.5%) than in HICs (35.4%). After controlling for coagulopathy complications, treatment intensity, and multiple other factors, the mortality was higher among patients in LMICs than among patients in HICs (odds ratio, 1.45; 95% CI, 1.39-1.51). Conclusion: In a large, international registry of patients hospitalized for COVID-19, coagulopathy complications were more frequent in HICs than in LMICs (developing countries). Increased mortality associated with coagulopathy complications was of a greater magnitude among patients in LMICs. Additional research is needed regarding timely diagnosis of and intervention for coagulation derangements associated with COVID-19, particularly for limited-resource settings
The value of open-source clinical science in pandemic response: lessons from ISARIC
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- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Abbas A.
- Abdukahil S. A.
- Abdulkadir N. N.
- Abe R.
- Abel L.
- Absil L.
- Acharya S.
- Acker A.
- Adachi S.
- Adam E.
- Adriao D.
- Ageel S. A.
- Ahmed S.
- Ain Q.
- Ainscough K.
- Aisa T.
- Ait Hssain A.
- Ait Tamlihat Y.
- Akimoto T.
- Akmal E.
- Al Qasim E.
- Al-dabbous T.
- Al-Fares A.
- Alalqam R.
- Alam T.
- Alegesan S.
- Alegre C.
- Alessi M.
- Alex B.
- Alexandre K.
- Alfoudri H.
- Ali I.
- Ali Shah N.
- Alidjnou K. E.
- Aliudin J.
- Alkhafajee Q.
- Allavena C.
- Allou N.
- Altaf A.
- Alves J.
- Alves J. M.
- Alves R.
- Amaral M.
- Amira N.
- Ammerlaan H.
- Ampaw P.
- Andini R.
- Andrejak C.
- Angheben A.
- Angoulvant F.
- Ansart S.
- Anthonidass S.
- Antonelli M.
- Antunes de Brito C. A.
- Anwar K. R.
- Apriyana A.
- Arabi Y.
- Aragao I.
- Arali R.
- Arancibia F.
- Araujo C.
- Arcadipane A.
- Archambault P.
- Arenz L.
- Arlet J. -B.
- Arnold-Day C.
- Aroca A.
- Arora L.
- Arora R.
- Artaud-Macari E.
- Aryal D.
- Asaki M.
- Asensio A.
- Ashley E.
- Ashraf M.
- Ashraf S.
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- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods
- Author
- Abdukahil S.A
- Abdulkadir N.N
- Abe R
- Abel L
- Abreu J.R
- Abrous A
- Absil L
- Acker A
- Adachi S
- Adam E
- Adriano E
- Adrião D
- Ageel S.A
- Ahmed S
- Aiello M
- Ainscough K
- Airlangga E
- Aisa T
- Akimoto T
- Akmal E
- Al-dabbous T
- Al-Fares A
- Alalqam R
- Alberti A
- Alegesan S
- Alegre C
- Alessi M
- Alex B
- Alexandre K
- Alfoudri H
- Ali A
- Ali I
- Alidjnou K.E
- Aliudin J
- Alkhafajee Q
- Allavena C
- Allou N
- Alves J
- Alves J.M
- Alves R
- Amaral M
- Amira N
- Ammerlaan H
- Ampaw P
- Andini R
- Andréjak C
- Angheben A
- Angoulvant F
- Ansart S
- Anthonidass S
- Antonelli M
- Anwar K.R
- Apriyana A
- Arabi Y
- Aragao I
- Arancibia F
- Araujo C
- Arcadipane A
- Archambault P
- Arenz L
- Arlet J.-B
- Arnold-Day C
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- Arora R
- Artaud-Macari E
- Aryal D
- Asaki M
- Asensio A
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- Assie J.B
- Asyraf A
- Atique A
- Attanyake A.M.U.L
- Auchabie J
- Auger C.C
- Aumaitre H
- Auvet A
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- Baird J.K
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- Balakrishnan M
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- Villoldo A
- Vishwanathan G
- Visseaux B
- Visser H
- Vitiello C
- Vongsouvath M
- Vonkeman H
- Voort P.V.D
- Vuotto F
- Wahab N.H
- Wahab S.A
- Wahid N.A
- Wainstein M
- Webb S
- Wei J
- Weil K
- Wen T.P
- Werf S.V.D
- Wesselius S
- West T.E
- Wham M
- Whelan B
- Wicky P.H
- Wiedemann A
- Wijaya S.O
- Wille K
- Willems S
- Williams P.J
- Williams V
- Willigen H.V
- Wils E.-J
- Wong C
- Wong T.F
- Wong X.C
- Wong X.C
- Wong Y.S
- Wright N
- Xian G.E
- Xian L.S
- Xuan K.P
- Xynogalas I
- Yacoub S
- Yakop S.R.B.M
- Yamazaki M
- Yarad E
- Yazdanpanah Y
- Yelnik C
- Yeoh C.H
- Yerkovich S
- Yiaye T
- Yiu N.W
- Yokoyama T
- Yonis H
- Yousif O
- Yuliarto S
- Zaaqoq A
- Zabbe M
- Zabert G.E
- Zacharowski K
- Zahid M
- Zahran M
- Zaidan N.Z.B
- Zambon M
- Zambrano M
- Zanella A
- Zawadka K
- Zaynah N
- Zayyad H
- Zoufaly A
- Zucman D
- Publication venue
- Scientific Reports
- Publication date
- 01/01/2024
- Field of study
By September 2022, more than 600 million cases of SARS-CoV-2 infection have been reported globally, resulting in over 6.5 million deaths. COVID-19 mortality risk estimators are often, however, developed with small unrepresentative samples and with methodological limitations. It is highly important to develop predictive tools for pulmonary embolism (PE) in COVID-19 patients as one of the most severe preventable complications of COVID-19. Early recognition can help provide life-saving targeted anti-coagulation therapy right at admission. Using a dataset of more than 800,000 COVID-19 patients from an international cohort, we propose a cost-sensitive gradient-boosted machine learning model that predicts occurrence of PE and death at admission. Logistic regression, Cox proportional hazards models, and Shapley values were used to identify key predictors for PE and death. Our prediction model had a test AUROC of 75.9% and 74.2%, and sensitivities of 67.5% and 72.7% for PE and all-cause mortality respectively on a highly diverse and held-out test set. The PE prediction model was also evaluated on patients in UK and Spain separately with test results of 74.5% AUROC, 63.5% sensitivity and 78.9% AUROC, 95.7% sensitivity. Age, sex, region of admission, comorbidities (chronic cardiac and pulmonary disease, dementia, diabetes, hypertension, cancer, obesity, smoking), and symptoms (any, confusion, chest pain, fatigue, headache, fever, muscle or joint pain, shortness of breath) were the most important clinical predictors at admission. Age, overall presence of symptoms, shortness of breath, and hypertension were found to be key predictors for PE using our extreme gradient boosted model. This analysis based on the, until now, largest global dataset for this set of problems can inform hospital prioritisation policy and guide long term clinical research and decision-making for COVID-19 patients globally. Our machine learning model developed from an international cohort can serve to better regulate hospital risk prioritisation of at-risk patients. © The Author(s) 2024
Paediatric COVID-19 mortality: a database analysis of the impact of health resource disparity
- Author
- Aasiyah Rashan
- Abid Khatak
- Abigail Beane
- Adrian Streinu-Cercel
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Agnes Meybeck
- Agnes Sommet
- Agnieszka Oldakowska
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Rahman
- Ahmed Farooq
- Aidan Burrell
- Albert Groenendijk
- Albert Sotto
- Albertus Beishuizen
- Aldric Manuel
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexandra Bedossa
- Alexandra Coelho
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Ali Hachemi
- Alif Adlan Thabit
- Alison M. Meynert
- Alistair Nichol
- Alpha Diallo
- Alphonsine Diouf
- AM Udara Attanyake
- Amanda Corley
- Amanda Rojek
- Amandine Gagneux-Brunon
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amélie Valran
- Ana Freitas Ribeiro
- Ana L Rios
- Ana Martins
- Ana Silva Filipe
- Anant Kataria
- Anca Streinu-Cercel
- Andrea Angheben
- Andrea Rossanese
- Andrew Dagens
- Andrew Udy
- Andrey Svistunov
- André Cabié
- André Dias
- Andy Law
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Anna Beltrame
- Anne Conrad
- Anne Guillaumot
- Anne McCarthy
- 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
- Antonia Ho
- Antonio Lalueza
- António Mesquita
- Arabella Fahy
- Ardiyan Apriyana
- Arfan Ikram
- Aria Kekalih
- Arianne Joy Corpuz
- Arjen M Dondorp
- Arnaud Scherpereel
- Arsene Kpangon
- Ary Serpa Neto
- Asgar Rishu
- Ashraf Sheharyar
- Asma Moin
- Astarini Hidayah
- Attaur Rehman
- Audrey Barrelet
- Aurore Bousquet
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Axelle Braconnier
- Azlan Mat Soom
- B. P Edouard Soum
- Barbara Wanjiru Citarella
- Basri Mat Nor
- Beatrice Alex
- Benedict Sim Heng
- Benjamin Bach
- Benjamin Lefèvre
- Benjamine Sarton
- Benoit Thill
- Benoit Visseaux
- Benoît Roze
- Bernard Cholley
- Bernardo Ferreira
- Bertrand Dussol
- Bharath Kumar Vijayaraghavan
- Bianca Boxma
- Biing Horng Lee
- Blandine Rammaert
- Bouchra Loufti
- Brenda Reeve
- Brigitte Elharrar
- Bronner P Gonçalves
- Bronner P. Gonçalves
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bénédicte Lefebvre
- Bénédicte Rossignol
- Calum Semple
- Calvin Wong
- Cameron J. Fairfield
- Camile Bouisse
- Camille Couffignal
- Carine Roy
- Carlo Giaquinto
- Carlos Alexandre Brito
- Carlos Lumbreras Bermejo
- Carlos Pimentel
- Carola Pierobon
- Carolien van Netten
- Caroline Martins Rego
- Caroline Mudara
- Caroline Semaille
- Carolline Araujo
- Carrol Gamble
- Catarina Espírito Santo
- Catarina Pires
- Catherine A. Shaw
- Catherine Chakveatze
- Catherine Chirouze
- Catherine L. Hough
- Cecile Azoulay
- Cecile Yelnik
- Cedric Laouenan
- Ceila Sant'Ana Malaque
- Celina Turchi Martelli
- Chamira Kodippily
- Chan Chee Eng
- Charlene Da Silveira
- Charline Vauchy
- Charlotte Salmon Gandonniere
- Charlotte Summers
- Chian Hui Yeoh
- Chiara Simona Cardellino
- Chloe Donohue
- Christel Arnold-Day
- Christelle Chantalat Auger
- Christelle Delmas
- Christelle Paul
- Christelle Tual
- Christian Rabaud
- Christiana Kartsonaki
- Christl A Donnelly
- Christophe Fraser
- Christophe Rapp
- Christopher A. Green
- Claire Andrejak
- Claire Lévy-Marchal
- Clara Flateau
- Clara Mouton Perrot
- Clare Jackson
- Clark D. Russell
- Claudia Figueiredo-Mello
- Claudia Milena Orozco-Chamorro
- Claudia Montes
- Claudina Cruz
- Claudine Badr
- Claudio Duarte Fonseca
- Clotilde Allavena
- Clément Le Bihan
- Colin McArthur
- Coline Jaud-Fischer
- Coralie Khan
- Coralie Tardivon
- Corine Delsing
- Corinne Daniel
- Cornelius Rau
- Courtney Greene
- Cynthia Braga
- Cyril Cadoz
- Cyril Le Bris
- Cécile Goujard
- Cécile Mear-Passard
- Cécile Tromeur
- Cédric Joseph
- Céline Dorival
- Céline Ficko
- Céline Michelanglei
- César Vieira
- Dafsah Juzar
- Damien Bouhour
- Daniel Glikman
- Daniel Haber
- Daniel Marino
- Daniel Mathieu
- Daniel Munblit
- Daniel Perez
- Daniela Guerreiro
- Danielle Jaafar
- David L. Robertson
- David Maslove
- David Richardson
- David S.Y. Ong
- David Stuart
- David Thomson
- David Zucman
- Debby Bogaert
- Deepashankari Suppiah
- Dehbia Benkerrou
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- Delphine Lariviere
- Demetrios Kutsogiannis
- Denis Butnaru
- Denis Garot
- Denis Malvy
- Denisa Khoo
- Desy Rusmawatiningtyas
- Detlef Kindgen-Milles
- Dewi Guellec
- Diana Adrião
- Diana Hernández
- Diana Póvoas
- Diane Descamps
- Diane Ponscarme
- Didier Laureillard
- Diego Fernando Rincon
- Diogo Borges
- Diogo Lopes
- Diptesh Aryal
- Djura Piersma
- Dominique Deplanque
- Dominique Luton
- Dounia Bouhmani
- Douwe F. Postma
- Duc Nguyen
- Dyah Kanya Wati
- Dzawani Muhamad
- Eder Caceres
- Edmund Manning
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- Egle Saviciute
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- Eman Al Qasim
- Emma C. Thomson
- Emma Clarke
- Emma Costigan
- Emmanuel Roilides
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- Emmanuelle Denis
- Emmanuelle Mercier
- Eric D'ortenzio
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- Eric Senneville
- Erlina Burhan
- Ernita Akmal
- Erwan Fourn
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- Esteban Garcia-Gallo
- Etienne De Montmollin
- Eva Geraud
- Eva Miranda Marwali
- Eve Defous
- Evert-Jan Wils
- Ewa Talarek
- Ewen M. Harrison
- Fabio S. Taccone
- Fabrice Laine
- Fakhir Haidri
- Fanny Vuotto
- Fara Diop
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- Felwa Bin Humaid
- Fernando Augusto Bozza
- Fernando Maltez
- Filipa Cardoso
- Filipe Cardoso
- Fiona Griffiths
- Firouzé Bani-Sadr
- Florence Jego
- Florent Peelman
- Florentia Kaguelidou
- France Mentré
- François Angoulvant
- François Bissuel
- François Bompart
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- François Goehringer
- François Lellouche
- François Martin Carrier
- François Téoulé
- François-Xavier Catherine
- François-Xavier Ferrand
- François-Xavier Lescure
- Félix Djossou
- Gabriel Macheda
- Gail Carson
- Gamage Dona Priyadarshani
- Gan Ee Xian
- Ganesh Kumar
- Gary Leeming
- Geoffrey Liegeon
- Georges Le Falher
- Georgios Pollakis
- Geraldine Goco
- Gianluigi Li Bassi
- Gilles Peytavin
- Giri Shan Rajahram
- Giulia Bertoli
- Graham S. Cooke
- Grazielle Viana Ramos
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- Hugues Aumaître
- Hugues Cordel
- Husna Begum
- Hwa Jin Cho
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- Ilka Engelmann
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- Irfan Khan
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- Jo Dalton
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- Job van der Palen
- Johann Auchabie
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- John Marshall
- Jolanta Popielska
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- Suvintheran Thangavelu
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Sze Kye Teoh
- Séverine Ansart
- Tae Song
- Tahira Jamal Mohamed
- Tala Al-Dabbous
- Tan Pei Wen
- Tatiana Fonseca
- Teck Fung Wong
- Teresa Lawrence
- Thalha Rashan
- Tharmini Ravi
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M. Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tony Trapani
- Tristan Gigante
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanina Meysonnier
- Ventzislava Petrov-Sanchez
- Victor Fomin
- Victoria Manda
- Victoria Shaw
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubée
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinod Kumar
- Vinothini Krishnan
- Véronique Lemee
- Víctor Quirós González
- Waasila Jassat
- Walter Picard
- Wei Han Hoh
- Wei Shen Lim
- Wendy S. Barclay
- William A. Paxton
- William Dechert
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Xavier Duval
- 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
- Ymkje Stienstra
- Yoan Lavie-Badie
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Kamaruddin
- Zulfiqar Sandhu
- Publication venue
- 'BMJ'
- Publication date
- 01/10/2022
- Field of study
Background The impact of the COVID-19 pandemic on paediatric populations varied between high-income countries (HICs) versus low-income to middle-income countries (LMICs). We sought to investigate differences in paediatric clinical outcomes and identify factors contributing to disparity between countries.Methods The International Severe Acute Respiratory and Emerging Infections Consortium (ISARIC) COVID-19 database was queried to include children under 19 years of age admitted to hospital from January 2020 to April 2021 with suspected or confirmed COVID-19 diagnosis. Univariate and multivariable analysis of contributing factors for mortality were assessed by country group (HICs vs LMICs) as defined by the World Bank criteria.Results A total of 12 860 children (3819 from 21 HICs and 9041 from 15 LMICs) participated in this study. Of these, 8961 were laboratory-confirmed and 3899 suspected COVID-19 cases. About 52% of LMICs children were black, and more than 40% were infants and adolescent. Overall in-hospital mortality rate (95% CI) was 3.3% [=(3.0% to 3.6%), higher in LMICs than HICs (4.0% (3.6% to 4.4%) and 1.7% (1.3% to 2.1%), respectively). There were significant differences between country income groups in intervention profile, with higher use of antibiotics, antivirals, corticosteroids, prone positioning, high flow nasal cannula, non-invasive and invasive mechanical ventilation in HICs. Out of the 439 mechanically ventilated children, mortality occurred in 106 (24.1%) subjects, which was higher in LMICs than HICs (89 (43.6%) vs 17 (7.2%) respectively). Pre-existing infectious comorbidities (tuberculosis and HIV) and some complications (bacterial pneumonia, acute respiratory distress syndrome and myocarditis) were significantly higher in LMICs compared with HICs. On multivariable analysis, LMIC as country income group was associated with increased risk of mortality (adjusted HR 4.73 (3.16 to 7.10)).Conclusion Mortality and morbidities were higher in LMICs than HICs, and it may be attributable to differences in patient demographics, complications and access to supportive and treatment modalities
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
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Ali Rehan
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M. Meynert
- Alistair Nichol
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- AM Udara Lakshan Attanyake
- Am??lie Valran
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Lester-Grant
- Amy Stone
- 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
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Tveita
- Andr?? Cabie
- Andr?? Dias
- Andr?? Roberto
- Andr??s Orquera
- 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 Udy
- Andrey A Svistunov
- Andriy Bal
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-H??l??ne Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B. Docherty
- Annmarie O'Callaghan
- Ansley Hamer
- Ant??nio Mesquita
- Anthony Gordon
- Anthony L. Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Ars??ne Kpangon
- Arsalan Rahutullah
- Arshad Taqi
- Arthur Garan
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- Asad Usman
- Asami Ito
- Asfia Sultana
- Asgar Rishu
- Ashok Kumar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
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- Audrey Barrelet
- Aur??lie Papadopoulos
- Aur??lie Veislinger
- Aur??lie Wiedemann
- Aurelius Bonfasius
- Aurore Bousquet
- Axelle Braconnier
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- Azrina Ralib
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- Jean-Charles Gagnard
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- Jodat Saleem
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- Jose Pedro Cidade
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- K??vin Didier
- Kah Chuan Lim
- Kai Zacharowski
- Kalaiarasu Peariasamy
- Kalynn Kennon
- Karen Delavigne
- Karine Bezulier
- Karine Faure
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- Karisha Sivam
- Karl Erik M??ller
- Karolina Krawczyk
- Karolina Nowicka
- Kashif Memon
- Katarzyna Lewandowska
- Kate Ainscough
- Kate Calligy
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- Kathy Brickell
- Katie O'Hearn
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- Kazi Rubayet Anwar
- Keibun Liu
- Keiki Shimizu
- Keith Wille
- Kenneth A. McLean
- Ker Hong Bee
- Kevin Katz
- Khor How Kiat
- Kim Keat Tan
- Kishore Mangal
- Kizy Sanchez de Oliveira
- Koji Hoshino
- Kok Wei Hao
- Kollengode Ramanathan
- Kong Yeow Kang
- Konrad Zawadka
- Konstantinos Kyriakoulis
- Konstantinos Syrigos
- Konstanty Szuldrzynski
- Kota Hoshino
- Krishna Bhavsar
- Kristian Tonby
- Kuan Pei Xuan
- Kusum Menon
- Kyle Gomez
- Laetitia Bodenes
- Lai Hui Pang
- Lance C. W. Turtle
- Lara Absil
- Lara Lovelace-Macon
- Larissa Oliveira
- Lars Heggelund
- Lars S. Maier
- Laur??ne Azemar
- Laura Feeney
- Laura Marsh
- Laura Merson
- Laura van Gulik
- Laure Goubert
- Lauren Deconninck
- Laurence Bouillet
- Laurence Maulin
- Laurent Abel
- Laurent Bitker
- Laurent Guilleminault
- Laurent Lefebvre
- Laurent Mandelbrot
- Laurent Plantier
- Laurent Richier
- Laveena Munshi
- Le Van Tan
- Leanne Hays
- Lee Lee Low
- Lenka Petrou
- Leonardo Salazar
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- Letizia Lucia Florio
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- Liadain Reid
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- Lorenzo Grazioli
- Lorna Murphy
- Lorraine McAndrew
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- Louise Sigfrid
- Lovkesh Arora
- Lu??s Bento
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- Lu??s Val-Flores
- Luca Brazzi
- Lucia Moro
- Lucia Proen??a
- Lucian Durham III
- Lucie Le Fevre
- Lucille Blumberg
- Luis Felipe Reyes
- Luis Melo
- Luis Periel
- Luisa Quesada
- Lukas Arenz
- Lysa Tagherset
- M Azhari Taufik
- M??lanie Roriz
- M??rio Ferraz
- Ma??der Pagadoy
- Machteld van der Feltz
- Madiha Hashmi
- Maeve Kelsey
- Maeve Kernan
- Maeve Ryan
- Magdalena Surovcov??
- Mageswari Selvarajoo
- Maggie Mechlin
- Mahdad Noursadeghi
- Maia Rabaa
- Maire-Laure Casanova
- Maisa Guimar??es de Castro
- Makoto Uchiyama
- Malcolm G. Semple
- Malte Kohns Vasconcelos
- Mamoru Komatsu
- Mangala Narasimhan
- Manuel Etienne
- Manuel Rosa-Calatrava
- Maqsood Meher
- Mar??lia Fernandes
- Maram Zahran
- Marc Csete
- Marc Fabre
- Marc Lambert
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- Marcel van den Berge
- Marcela Vieira Freire
- Marco Echeverria-Villalobos
- Marco Giani
- Mare Pejkovska
- Margarida Torres
- Margarite Grable
- Margaux Isnard
- Maria Amaral
- Maria Angelica Rivera Nu??ez
- Maria Boylan
- Maria de Piero
- Maria Donnelly
- Maria Ines Ribeiro
- Maria Joao Silva
- Maria Lawrensia Tampubolon
- Maria Pokorska-Spiewak
- Maria Ryan
- Maria Sousa Uva
- Maria Toki
- Maria Zambon
- Mariachiara Ippolito
- Mariana Casc??o
- Mariano Esperatti
- Marie Bartoli
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- Marie Gominet
- Marie Lachatre
- Marie Lacoste
- Marie Lagrange
- Marie Langelot-Richard
- Marie Rafiq
- Marie-Capucine Tellier
- Marie-Charlotte Chopin
- Marie-Christine Carret
- Marie-Pierre Debray
- Marieke Haalboom
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- Marielle Buisson
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- Marina Esposito-Farese
- Marina Lanza
- Marina Wainstein
- Marine Beluze
- Marine Livrozet
- Mario Palacios
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- Marion Noret
- Marion Schneider
- Marion Zabbe
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- Mark de Boer
- Mark Downing
- Mark G. Pritchard
- Mark Joseph
- Marl??ne Murris
- Marlene Santos
- Marlice van Dyk
- Marsilla Marzukie
- Marta Alessi
- Marta Leal Santos
- Marta Sousa
- Martin Guego
- Martin Martinot
- Martina Escher
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- Martine Remy
- Mary Copland
- Mary Mone
- Masahiro Fukuda
- Masaki Yamazaki
- Masliza Zahid
- Massimo Antonelli
- Massimo Gagliardi
- Massimo Palmarini
- Mathew Pulicken
- Mathieu Blot
- 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
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- 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
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- 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
- Nadia Malik
- 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
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- 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
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- 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
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- Patrick Breen
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- 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
- Sadie Kelly
- Saeeda Haider
- Saef Umar Barnett
- Saijad Orakzai
- Saima Kamal
- Sairah Sadaf
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- Sally Shrapnel
- Salma Jaafoura
- Samantha Lissauer
- Samantha Strudwick
- Samira Laribi
- Samreen Ijaz
- 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
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
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- Greene Courtney
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- Patrão Luís
- Patterson Lisa
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- Peytavin Gilles
- Pharand Scott
- Piagnerelli Michael
- Picard Walter
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- Piersma Djura
- Pimentel Carlos
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- Pokeerbux Ryadh
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- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
- Pudota Sravya
- Pujo Semedi Bambang
- Pulicken Mathew
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- Puéchal Oriane
- Póvoas Diana
- Quesada Luisa
- Quinones-Cardona Vilmaris
- Quirós González V. ctor
- Quist-Paulsen Else
- Quraishi Mohammed
- Rabaa Maia
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- Rabindrarajan Ebenezer
- Rafael Aldo
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- Rahman Ahmad Kashfi Haji Ab
- 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
- Renk Hanna
- Resende Liliana
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Tiago
- Ribeiro Maria Ines
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- Richardson Denise
- Richier Laurent
- Ridzuan Siti Nurul Atikah Ahmad
- Riera Jordi
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- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rivera Nuñez Maria Angelica
- Rizer Nicholas
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- Rodari Paola
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- Rodriguez Abreu Julia
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- Rojek Amanda
- Romaru Juliette
- Roncon-Albuquerque Jr Roberto
- Roriz M. lanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossetti Matteo
- Rossignol B. nédicte
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- Rousset Stella
- Roy Carine
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- Rygh Holten Aleksander
- Rätsep Indrek
- Saba Isabela
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- Sandhu Gyan
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- Shrapnel Sally
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- Si Mohammed Nassima
- Siang Ng Yong
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- Siddiqui Atif
- Sigfrid Louise
- Sillaots Piret
- Silva Catarina
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- Silva Rogério
- Sim Lim Heng Benedict
- Sin Wai Ching
- Singh Budha Charan
- Singh Punam
- Sitompul Pompini Agustina
- Sivam Karisha
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Soh Tze Vee
- Solis Monserrat
- Solomon Joshua
- Solomon Tom
- Somers Emily
- Sommet Agnès
- Song Chia Jack
- Song Myung Jin
- Song Rima
- Song Tae
- Sonntagbauer Michael
- Soom Azlan Mat
- Sotto Alberto
- Soum Edouard
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- Sousa Marta
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- 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
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- Supic Dubravka
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- Tan Le Van
- Tan Yan Chyi
- Tanaka Clarice
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tanveer Hussain
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- Taqi Arshad
- Tardivon Coralie
- Tattevin Pierre
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- 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
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- Tierney Paul
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- 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
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- 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
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- 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
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
- Ceila Maria Sant Ana Malaque
- Celina Turchi Martelli
- Cécile Goujard
- Cécile Mear-Passard
- Cécile Tromeur
- Cécile Yelnik
- Cédric Joseph
- Cédric Laouénan
- Céline Dorival
- Céline Ficko
- Céline Michelanglei
- César Vieira
- Chamira Kodippily
- Chan Chee Eng
- Chantre Lima
- Charlene Da Silveira
- Charles Roberts
- Charline Vauchy
- Charlotte Charpentier
- Charlotte Salmon Gandonniere
- Charlotte Summers
- Chian Hui Yeoh
- Chiara Piubelli
- 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
- Christophe Fraser
- Christophe Rapp
- Christopher A Green
- Christy Kay
- Citarella Barbara Wanjiru
- Claire Andréjak
- Claire Kelly
- Claire Levy-Marchal
- Claire Roger
- 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
- Clément Le Bihan
- Clotilde Allavena
- Coilin Smyth
- Colin McArthur
- Colin McCloskey
- Colleen Curran
- Coralie Tardivon
- Corine Delsing
- Cornelius Rau
- Cosimo Cristella
- Courtney Greene
- Cristina De Rose
- Cristinava Vajdovics
- Cynthia Braga
- Cyril Cadoz
- Cyril Le Bris
- Dafsah Juzar
- Dag Henrik Reikvam
- Daisuke Kasugai
- Dalia Lopez-Colon
- Damien Bouhour
- Dan Meyer
- Daniel Glikman
- Daniel Haber
- Daniel Herr
- Daniel Ivulich
- Daniel Munblit
- Daniel Perez
- Daniela Guerreiro
- Danielle Jaafar
- Danilo Buonsenso
- Danoy Chommanam
- Dario Sinatti
- Darren Dahly
- Darshana Hewa Kandamby
- Dave Nagpal
- David Bellemare
- David Brewster
- David Dean
- David L Robertson
- David Maslove
- David Richardson
- David S Y Ong
- David Stuart
- David Thomson
- David Zucman
- Davide Chiumello
- Debby Bogaert
- Decy Subekti
- Deepali Kumar
- Deepashankari Suppiah
- 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
- Diana Adrião
- Diana Hernandez
- 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
- Djura Piersma
- Domenico Luca Grieco
- Domingue Marie-Pier
- Dominic So
- Dominique Deplanque
- Dominique Luton
- Dori-Ann Martin
- Dorothea Rosenberger
- Dorothy Breen
- Dounia Bouhmani
- Douwe F Postma
- Dr Rajesh Mohan Shetty
- Drashti Patel
- Dubravka Supic
- Duc Nguyen
- Dwi Utomo Nusantara
- Dyah Kanyawati
- Dzawani Muhamad
- Edel Meaney
- Eder Caceres
- Edmund Manning
- Edouard Soum
- Edward Wilson Grandin
- Efstathia Mihelis
- Eglantine Ferrand Devouge
- Egle Saviciute
- Eibhlin Higgins
- Eka Airlangga
- Eka Yudha Lantang
- Elaine Conway
- Elaine Gilroy
- Elena Molinos
- Elias Iosifidis
- Elisa Demonchy
- Elisabeth Adam
- Elisabeth Botelho-Nevers
- Elisabetta Spinuzza
- Elise Artaud-Macari
- Elizabeth A Ashley
- Elizabeth Yarad
- Ellen Shadowitz
- Elmi Theron
- Elodie Curlier
- Elsa Nyamankolly
- Else Quist-Paulsen
- Ema Leal
- Eman Al Qasim
- Emanuele Durante-Mangoni
- Emely Sanchez
- Emily Martin
- Emily Neumann
- Emily Somers
- Emma C Thomson
- Emmanuel Roilides
- Emmanuelle A Dankwa
- 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
- Esteban Garcia-Gallo
- Ethan Kurtzman
- Etienne De Montmollin
- Eva Geraud
- Eva Miranda Marwali
- Eva Stolz
- Eve Defous
- Ewa Talarek
- Ewen M Harrison
- Eyrun Floerecke Kjetland Kjetland
- Eyvind W Axelsen
- F Eduardo Martinez
- Fabian Patauner
- Fabio S Taccone
- Fabrice Laine
- Fadi Qutishat
- Fanny Vuotto
- Fara Diop
- Farah Nadiah Bidin
- Fatoumata Sillah
- Felwa Bin Humaid
- Fernanda Dias Da Silva
- Fernando Augusto Bozza
- Fernando Maltez
- Fernando Rainieri
- Ferran Roche-Campo
- Ferruccio Mele
- Félix Djossou
- Filipa Brás Monteiro
- Filipa Cardoso
- Filipa Sequeira
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- Virginie Williams
- 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