At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods

Munib Mesinovic; Xin Ci Wong; Giri Shan Rajahram; Barbara Wanjiru Citarella; Kalaiarasu M. Peariasamy; Frank van Someren Greve; Piero Olliaro; Laura Merson; Lei Clifton; Christiana Kartsonaki; Sheryl Ann Abdukahil; Nurul Najmee Abdulkadir; Ryuzo Abe; Laurent Abel; Amal Abrous; Lara Absil; Andrew Acker; Shingo Adachi; Elisabeth Adam; Enrico Adriano; Diana Adrião; Saleh Al Ageel; Shakeel Ahmed; Marina Aiello; Kate Ainscough; Eka Airlangga; Tharwat Aisa; Ali Ait Hssain; Younes Ait Tamlihat; Takako Akimoto; Ernita Akmal; Eman Al Qasim; Razi Alalqam; Angela Alberti; Tala Al-dabbous; Senthilkumar Alegesan; Cynthia Alegre; Marta Alessi; Beatrice Alex; Kévin Alexandre; Abdulrahman Al-Fares; Huda Alfoudri; Adam Ali; Imran Ali; Kazali Enagnon Alidjnou; Jeffrey Aliudin; Qabas Alkhafajee; Clotilde Allavena; Nathalie Allou; João Alves; Rita Alves; Joana Alves Cabrita; Maria Amaral; Nur Amira; Heidi Ammerlaan; Phoebe Ampaw; Roberto Andini; Claire Andréjak; Andrea Angheben; François Angoulvant; Séverine Ansart; Sivanesen Anthonidass; Massimo Antonelli; Carlos Alexandre Antunes de Brito; Kazi Rubayet Anwar; Ardiyan Apriyana; Yaseen Arabi; Irene Aragao; Francisco Arancibia; Carolline Araujo; Antonio Arcadipane; Patrick Archambault; Lukas Arenz; Jean-Benoît Arlet; Christel Arnold-Day; Lovkesh Arora; Rakesh Arora; Elise Artaud-Macari; Diptesh Aryal; Motohiro Asaki; Angel Asensio; Elizabeth A. Ashley; Muhammad Ashraf; Jean Baptiste Assie; Amirul Asyraf; Anika Atique; AM Udara Lakshan Attanyake; Johann Auchabie; Hugues Aumaitre; Adrien Auvet; Laurène Azemar; Cecile Azoulay; Benjamin Bach; Delphine Bachelet; Claudine Badr; Nadia Baig; J. Kenneth Baillie; J Kevin Baird; Erica Bak; Agamemnon Bakakos; Nazreen Abu Bakar; Andriy Bal; Mohanaprasanth Balakrishnan; Valeria Balan; Firouzé Bani-Sadr; Renata Barbalho; Nicholas Yuri Barbosa; Wendy S. Barclay; Saef Umar Barnett; Michaela Barnikel; Helena Barrasa; Audrey Barrelet; Cleide Barrigoto; Marie Bartoli; Joaquín Baruch; Romain Basmaci; Muhammad Fadhli Hassin Basri; Denise Battaglini; Jules Bauer; Diego Fernando Bautista Rincon; Denisse Bazan Dow; Abigail Beane; Alexandra Bedossa; Ker Hong Bee; Husna Begum; Sylvie Behilill; Albertus Beishuizen; Aleksandr Beljantsev; David Bellemare; Anna Beltrame; Beatriz Amorim Beltrão; Marine Beluze; Nicolas Benech; Lionel Eric Benjiman; Dehbia Benkerrou; Suzanne Bennett; Luís Bento; Jan-Erik Berdal; Delphine Bergeaud; Hazel Bergin; Giulia Bertoli; Lorenzo Bertolino; Simon Bessis; Adam Betz; Sybille Bevilcaqua; Karine Bezulier; Amar Bhatt; Krishna Bhavsar; Claudia Bianco; Farah Nadiah Bidin; Moirangthem Bikram Singh; Felwa Bin Humaid; Mohd Nazlin Bin Kamarudin; Zeno Bisoffi; François Bissuel; Patrick Biston; Laurent Bitker; Jonathan Bitton; Pablo Blanco-Schweizer; Catherine Blier; Frank Bloos; Mathieu Blot; Lucille Blumberg; Filomena Boccia; Laetitia Bodenes; Debby Bogaert; Anne-Hélène Boivin; Isabela Bolaños; Pierre-Adrien Bolze; François Bompart; Patrizia Bonelli; Aurelius Bonfasius; Diogo Borges; Raphaël Borie; Hans Martin Bosse; Elisabeth Botelho-Nevers; Lila Bouadma; Olivier Bouchaud; Sabelline Bouchez; Dounia Bouhmani; Damien Bouhour; Kévin Bouiller; Laurence Bouillet; Camile Bouisse; Thipsavanh Bounphiengsy; Latsaniphone Bountthasavong; Anne-Sophie Boureau; John Bourke; Maude Bouscambert; Aurore Bousquet; Jason Bouziotis; Bianca Boxma; Marielle Boyer-Besseyre; Maria Boylan; Fernando Augusto Bozza; Axelle Braconnier; Cynthia Braga; Timo Brandenburger; Filipa Brás Monteiro; Luca Brazzi; Dorothy Breen; Patrick Breen; David Brewster; Kathy Brickell; Alex Browne; Shaunagh Browne; Nicolas Brozzi; Marjolein Brusse-Keizer; Nina Buchtele; Polina Bugaeva; Marielle Buisson; Danilo Buonsenso; Erlina Burhan; Aidan Burrell; Ingrid G. Bustos; Denis Butnaru; André Cabie; Susana Cabral; Eder Caceres; Cyril Cadoz; Rui Caetano Garcês; Mia Callahan; Kate Calligy; Jose Andres Calvache; Caterina Caminiti; João Camões; Valentine Campana; Paul Campbell; Josie Campisi; Cecilia Canepa; Mireia Cantero; Pauline Caraux-Paz; Sheila Cárcel; Chiara Simona Cardellino; Filipa Cardoso; Filipe Cardoso; Nelson Cardoso; Sofia Cardoso; Simone Carelli; Francesca Carlacci; Nicolas Carlier; Thierry Carmoi; Gayle Carney; Inês Carqueja; Marie-Christine Carret; François Martin Carrier; Ida Carroll; Gail Carson; Leonor Carvalho; Maire-Laure Casanova; Mariana Cascão; Siobhan Casey; José Casimiro; Bailey Cassandra; Silvia Castañeda; Nidyanara Castanheira; Guylaine Castor-Alexandre; Ivo Castro; Ana Catarino; François-Xavier Catherine; Paolo Cattaneo; Roberta Cavalin; Giulio Giovanni Cavalli; Alexandros Cavayas; Adrian Ceccato; Shelby Cerkovnik; Minerva Cervantes-Gonzalez; Anissa Chair; Catherine Chakveatze; Bounthavy Chaleunphon; Adrienne Chan; Meera Chand; Christelle Chantalat Auger; Jean-Marc Chapplain; Charlotte Charpentier; Julie Chas; Allegra Chatterjee; Jonathan Samuel Chávez Iñiguez; Anjellica Chen; Léo Chenard; Matthew Pellan Cheng; Antoine Cheret; Alfredo Antonio Chetta; Thibault Chiarabini; Julian Chica; Suresh Kumar Chidambaram; Leong Chin Tho; Catherine Chirouze; Davide Chiumello; Hwa Jin Cho; Sung-Min Cho; Bernard Cholley; Danoy Chommanam; Marie-Charlotte Chopin; Ting Soo Chow; Yock Ping Chow; Nathaniel Christy; Hiu Jian Chua; Jonathan Chua; Jose Pedro Cidade; José Miguel Cisneros Herreros; Anna Ciullo; Emma Clarke; Jennifer Clarke; Rolando Claure-Del Granado; Sara Clohisey; Cassidy Codan; Caitriona Cody; Alexandra Coelho; Jennifer Coles; Megan Coles; Gwenhaël Colin; Michael Collins; Sebastiano Maria Colombo; Pamela Combs; Marie Connor; Anne Conrad; Sofía Contreras; Elaine Conway; Graham S. Cooke; Mary Copland; Hugues Cordel; Amanda Corley; Sabine Cornelis; Alexander Daniel Cornet; Arianne Joy Corpuz; Andrea Cortegiani; Grégory Corvaisier; Emma Costigan; Camille Couffignal; Sandrine Couffin-Cadiergues; Roxane Courtois; Stéphanie Cousse; Rachel Cregan; Charles Crepy D’Orleans; Cosimo Cristella; Sabine Croonen; Gloria Crowl; Jonathan Crump; Claudina Cruz; Marc Csete; Ailbhe Cullen; Matthew Cummings; Ger Curley; Elodie Curlier; Colleen Curran; Paula Custodio; Ana da Silva Filipe; Charlene Da Silveira; Al-Awwab Dabaliz; Andrew Dagens; Darren Dahly; Heidi Dalton; Jo Dalton; Seamus Daly; Juliana Damas; Nick Daneman; Corinne Daniel; Emmanuelle A Dankwa; Jorge Dantas; Frédérick D’Aragon; Menno de Jong; Gillian de Loughry; Diego de Mendoza; Etienne De Montmollin; Rafael Freitas de Oliveira França; Ana Isabel de Pinho Oliveira; Rosanna De Rosa; Cristina De Rose; Thushan de Silva; Peter de Vries; Jillian Deacon; David Dean; Alexa Debard; Marie-Pierre Debray; Nathalie DeCastro; William Dechert; Lauren Deconninck; Romain Decours; Eve Defous; Isabelle Delacroix; Eric Delaveuve; Karen Delavigne; Nathalie M. Delfos; Ionna Deligiannis; Andrea Dell’Amore; Christelle Delmas; Pierre Delobel; Corine Delsing; Elisa Demonchy; Emmanuelle Denis; Dominique Deplanque; Pieter Depuydt; Mehul Desai; Diane Descamps; Mathilde Desvallées; Santi Dewayanti; Pathik Dhanger; Alpha Diallo; Sylvain Diamantis; André Dias; Andrea Dias; Fernanda Dias Da Silva; Juan Jose Diaz; Priscila Diaz; Rodrigo Diaz; Kévin Didier; Jean-Luc Diehl; Wim Dieperink; Jérôme Dimet; Vincent Dinot; Fara Diop; Alphonsine Diouf; Yael Dishon; Félix Djossou; Annemarie B. Docherty; Helen Doherty; Arjen M Dondorp; Andy Dong; Christl A. Donnelly; Maria Donnelly; Chloe Donohue; Sean Donohue; Yoann Donohue; Peter Doran; Céline Dorival; Eric D’Ortenzio; Phouvieng Douangdala; James Joshua Douglas; Renee Douma; Nathalie Dournon; Triona Downer; Joanne Downey; Mark Downing; Tom Drake; Aoife Driscoll; Murray Dryden; Claudio Duarte Fonseca; Vincent Dubee; François Dubos; Audrey Dubot-Pérès; Alexandre Ducancelle; Toni Duculan; Susanne Dudman; Abhijit Duggal; Paul Dunand; Jake Dunning; Mathilde Duplaix; Emanuele Durante-Mangoni; Lucian Durham; Bertrand Dussol; Juliette Duthoit; Xavier Duval; Anne Margarita Dyrhol-Riise; Sim Choon Ean; Marco Echeverria-Villalobos; Giorgio Economopoulos; Siobhan Egan; Carla Eira; Mohamed El Sanharawi; Subbarao Elapavaluru; Brigitte Elharrar; Jacobien Ellerbroek; Philippine Eloy; Tarek Elshazly; Iqbal Elyazar; Isabelle Enderle; Tomoyuki Endo; Chan Chee Eng; Ilka Engelmann; Vincent Enouf; Olivier Epaulard; Martina Escher; Mariano Esperatti; Hélène Esperou; Catarina Espírito Santo; Marina Esposito-Farese; João Estevão; Manuel Etienne; Nadia Ettalhaoui; Anna Greti Everding; Mirjam Evers; Isabelle Fabre; Marc Fabre; Amna Faheem; Arabella Fahy; Cameron J. 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doi:10.1038/s41598-024-63212-7

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At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods

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At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods

Munib Mesinovic, Xin Ci Wong, Giri Shan Rajahram, Barbara Wanjiru Citarella, Kalaiarasu M. Peariasamy, Frank van Someren Greve, Piero Olliaro, Laura Merson, Lei Clifton, Christiana Kartsonaki, …

Scientific Reports, Vol.14(1)

2024

DOI: https://doi.org/10.1038/s41598-024-63212-7

Abstract

Adult

Aged

Aged, 80 and over

Cohort Studies

COVID-19

Female

Hospitalization

Humans

Machine Learning

Male

Middle Aged

Pulmonary Embolism

Risk Factors

SARS-CoV-2

Spain

United Kingdom

adult

aged

cohort analysis

complication

coronavirus disease 2019

epidemiology

female

hospitalization

human

isolation and purification

lung embolism

machine learning

male

middle aged

mortality

risk factor

Severe acute respiratory syndrome coronavirus 2

Spain

United Kingdom

very elderly

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.

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Title: At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods
Creators: Munib Mesinovic - University of Oxford
Xin Ci Wong
Giri Shan Rajahram - Queen Elizabeth Hospital
Barbara Wanjiru Citarella - University of Oxford
Kalaiarasu M. Peariasamy
Frank van Someren Greve - Amsterdam University Medical Centers
Piero Olliaro - University of Oxford
Laura Merson - University of Oxford
Lei Clifton - University of Oxford
Christiana Kartsonaki - University of Oxford
Sheryl Ann Abdukahil - King Abdulaziz Medical City
Nurul Najmee Abdulkadir
Ryuzo Abe - Chiba University Hospital
Laurent Abel - Inserm
Amal Abrous - Inserm
Lara Absil - Erasmus Hospital
Andrew Acker - University of Pennsylvania
Shingo Adachi
Elisabeth Adam - University Hospital Frankfurt
Enrico Adriano - University of Parma
Diana Adrião - Centro Hospitalar de Vila Nova de Gaia
Saleh Al Ageel
Shakeel Ahmed - University Hospital Kerry
Marina Aiello - University of Parma
Kate Ainscough - St. Vincent's University Hospital
Eka Airlangga - Surin Hospital
Tharwat Aisa - Our Lady of Lourdes Hospital
Ali Ait Hssain - Hamad General Hospital
Younes Ait Tamlihat - Centre Hospitalier Sainte-Anne
Takako Akimoto - Teine Keijinkai Hospital
Ernita Akmal
Eman Al Qasim
Razi Alalqam - Beaumont Hospital
Angela Alberti - Northwell Health
Tala Al-dabbous - Adan Hospital
Senthilkumar Alegesan - University Hospital Galway
Cynthia Alegre - Vall d'Hebron Hospital Universitari
Marta Alessi - Azienda Ospedaliera Universitaria Policlinico "Paolo Giaccone" di Palermo
Beatrice Alex - University of Edinburgh
Kévin Alexandre - Centre Hospitalier Universitaire de Rouen
Abdulrahman Al-Fares - Amiri Hospital
Huda Alfoudri - Adan Hospital
Adam Ali - St Bernard's Hospital
Imran Ali - Sligo University Hospital
Kazali Enagnon Alidjnou - Centre Hospitalier Universitaire de Lille
Jeffrey Aliudin - Hamad General Hospital
Qabas Alkhafajee - University Hospital Kerry
Clotilde Allavena - Centre Hospitalier Universitaire de Nantes
Nathalie Allou
João Alves - Hospitais da Universidade de Coimbra
Rita Alves - Hospital Curry Cabral
Joana Alves Cabrita - Hospital Curry Cabral
Maria Amaral
Nur Amira - Hospital Sungai Buloh
Heidi Ammerlaan
Phoebe Ampaw - Ottawa Hospital
Roberto Andini - University of Campania "Luigi Vanvitelli"
Claire Andréjak - Centre Hospitalier Universitaire Amiens-Picardie
Andrea Angheben - Ospedale Sacro Cuore Don Calabria
François Angoulvant - Inserm
Séverine Ansart - Centre Hospitalier Régional Universitaire de Brest
Sivanesen Anthonidass - Hospital Kuala Lumpur
Massimo Antonelli - Agostino Gemelli University Polyclinic
Carlos Alexandre Antunes de Brito - Fundação Oswaldo Cruz
Kazi Rubayet Anwar - National Institute of Cardiovascular Diseases
Ardiyan Apriyana
Yaseen Arabi - National Guard Health Affairs
Irene Aragao - Centro Hospitalar do Porto
Francisco Arancibia - Instituto Nacional del Tórax
Carolline Araujo - Fundação Oswaldo Cruz
Antonio Arcadipane - Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione
Patrick Archambault - Centre intégré de santé et de services sociaux de Chaudière-Appalaches
Lukas Arenz - Ludwig-Maximilians-Universität München
Jean-Benoît Arlet
Christel Arnold-Day - Groote Schuur Hospital
Lovkesh Arora - University of Iowa
Rakesh Arora - St. Boniface Hospital
Elise Artaud-Macari - Université de Rouen Normandie
Diptesh Aryal
Motohiro Asaki - Fujieda Municipal General Hospital
Angel Asensio - Hospital Universitario Puerta de Hierro Majadahonda
Elizabeth A. Ashley - Lao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit
Muhammad Ashraf - Hospital Sungai Buloh
Jean Baptiste Assie
Amirul Asyraf - Hospital Sungai Buloh
Anika Atique - McGill University Health Centre
AM Udara Lakshan Attanyake
Johann Auchabie - Centre Hospitalier de Lens
Hugues Aumaitre - Centre Hospitalier de Perpignan
Adrien Auvet - Hôpital Européen Georges-Pompidou
Laurène Azemar - Assistance Publique – Hôpitaux de Paris
Cecile Azoulay - Assistance Publique – Hôpitaux de Paris
Benjamin Bach - University of Edinburgh
Delphine Bachelet - Inserm
Claudine Badr - Centre Hospitalier Intercommunal de Villeneuve-Saint-Georges
Nadia Baig
J. Kenneth Baillie - Roslin Institute
J Kevin Baird - Surin Hospital
Erica Bak - Rush University Medical Center
Agamemnon Bakakos - Sotiria General Hospital
Nazreen Abu Bakar
Andriy Bal - Administração Regional de Saúde de Lisboa e Vale do Tejo
Mohanaprasanth Balakrishnan - Hospital Sungai Buloh
Valeria Balan - University of Oxford
Firouzé Bani-Sadr - Centre Hospitalier Universitaire de Reims
Renata Barbalho - Instituto de Infectologia Emílio Ribas
Nicholas Yuri Barbosa - Academia Nacional de Ciencias de Bolivia
Wendy S. Barclay
Saef Umar Barnett - Hospital Sungai Buloh
Michaela Barnikel - LMU Klinikum
Helena Barrasa - Hospital Universitario Araba
Audrey Barrelet
Cleide Barrigoto - Hospital de São José
Marie Bartoli - Inserm
Joaquín Baruch - University of Oxford
Romain Basmaci - Inserm
Muhammad Fadhli Hassin Basri - Hospital Sungai Buloh
Denise Battaglini - Ospedale Policlinico San Martino
Jules Bauer - Centre Hospitalier Universitaire de Lille
Diego Fernando Bautista Rincon - Fundación Valle del Lili
Denisse Bazan Dow - University of Washington Medical Center
Abigail Beane
Alexandra Bedossa
Ker Hong Bee
Husna Begum
Sylvie Behilill - Inserm
Albertus Beishuizen - Medisch Spectrum Twente
Aleksandr Beljantsev - Tartu University Hospital
David Bellemare - Hôpital de l'Enfant-Jésus
Anna Beltrame - Rail Delivery Group
Beatriz Amorim Beltrão
Marine Beluze - Inserm
Nicolas Benech - Hôpital Lyon Sud
Lionel Eric Benjiman - Sarawak General Hospital
Dehbia Benkerrou - Inserm
Suzanne Bennett - University of Cincinnati
Luís Bento - Hospital de São José
Jan-Erik Berdal - Akershus University Hospital
Delphine Bergeaud - Centre Hospitalier Sainte-Anne
Hazel Bergin - St. Vincent's University Hospital
Giulia Bertoli - Ospedale Sacro Cuore Don Calabria
Lorenzo Bertolino - University of Campania "Luigi Vanvitelli"
Simon Bessis - Hôpital Raymond-Poincaré
Adam Betz - Oklahoma Heart Institute
Sybille Bevilcaqua - Centre Hospitalier Universitaire de Nancy
Karine Bezulier - Hôpital de la Timone
Amar Bhatt - The Ohio State University
Krishna Bhavsar - Inserm
Claudia Bianco - Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione
Farah Nadiah Bidin - Hospital Sungai Buloh
Moirangthem Bikram Singh - All India Institute of Medical Sciences Rishikesh
Felwa Bin Humaid
Mohd Nazlin Bin Kamarudin
Zeno Bisoffi - Ospedale Sacro Cuore Don Calabria
François Bissuel
Patrick Biston - Hôpital Civil de Charleroi
Laurent Bitker - Hôpital Nord
Jonathan Bitton - Centre Hospitalier Universitaire Sainte-Justine
Pablo Blanco-Schweizer - Hospital Universitario Río Hortega
Catherine Blier - Hôpital de l'Enfant-Jésus
Frank Bloos - Jena University Hospital
Mathieu Blot - Centre Hospitalier Universitaire Dijon Bourgogne
Lucille Blumberg - National Institute for Communicable Diseases
Filomena Boccia - University of Campania "Luigi Vanvitelli"
Laetitia Bodenes - Centre Hospitalier Régional Universitaire de Brest
Debby Bogaert - Centre for Inflammation Research
Anne-Hélène Boivin - Centre Hospitalier de Dax –Côte d’Argent
Isabela Bolaños - University of Cauca
Pierre-Adrien Bolze - Hospices Civils de Lyon
François Bompart - Inserm
Patrizia Bonelli - University of Parma
Aurelius Bonfasius
Diogo Borges - Hospital Curry Cabral
Raphaël Borie - Assistance Publique – Hôpitaux de Paris
Hans Martin Bosse - Düsseldorf University Hospital
Elisabeth Botelho-Nevers - Centre Hospitalier Universitaire de Saint-Étienne
Lila Bouadma - Inserm
Olivier Bouchaud - Hôpital Avicenne
Sabelline Bouchez - Centre Hospitalier Universitaire de Nantes
Dounia Bouhmani - Centre Hospitalier de l’Université de Montréal
Damien Bouhour
Kévin Bouiller - Centre Hospitalier Universitaire de Besançon
Laurence Bouillet - Centre Hospitalier Universitaire de Grenoble
Camile Bouisse
Thipsavanh Bounphiengsy
Latsaniphone Bountthasavong
Anne-Sophie Boureau
John Bourke - University Hospital Galway
Maude Bouscambert - Inserm
Aurore Bousquet - Hôpital d'Instruction des Armées Bégin
Jason Bouziotis - Erasmus Hospital
Bianca Boxma - Sint Franciscus Gasthuis
Marielle Boyer-Besseyre - Centre Hospitalier Universitaire de Lille
Maria Boylan - University Hospital Galway
Fernando Augusto Bozza - Fundação Oswaldo Cruz
Axelle Braconnier
Cynthia Braga - Fundação Oswaldo Cruz
Timo Brandenburger - Düsseldorf University Hospital
Filipa Brás Monteiro - Hospital de Egas Moniz
Luca Brazzi - Fondazione Ricerca Molinette
Dorothy Breen - Cork University Hospital
Patrick Breen
David Brewster - Monash University
Kathy Brickell - St. Vincent's University Hospital
Alex Browne - Nelson Marlborough Institute of Technology
Shaunagh Browne - Cork University Hospital
Nicolas Brozzi - Cleveland Clinic Florida
Marjolein Brusse-Keizer - Medisch Spectrum Twente
Nina Buchtele - Medical University of Vienna
Polina Bugaeva - Sechenov University
Marielle Buisson - Centre Hospitalier Universitaire Dijon Bourgogne
Danilo Buonsenso - Rail Delivery Group
Erlina Burhan
Aidan Burrell - Monash University
Ingrid G. Bustos - Universidad de La Sabana
Denis Butnaru - Sechenov University
André Cabie - Centre Hospitalier Universitaire de Martinique
Susana Cabral - Hospitais da Universidade de Coimbra
Eder Caceres - Universidad de La Sabana
Cyril Cadoz - Centre Hospitalier Régional de Metz-Thionville
Rui Caetano Garcês - Hospital Curry Cabral
Mia Callahan - Emory Healthcare
Kate Calligy - Johns Hopkins University
Jose Andres Calvache - University of Cauca
Caterina Caminiti - University of Parma
João Camões - Administração Regional de Saúde de Lisboa e Vale do Tejo
Valentine Campana - Centre Hospitalier Universitaire de Martinique
Paul Campbell - Presbyterian Healthcare Services
Josie Campisi - McGill University Health Centre
Cecilia Canepa - Hospital Del Mar
Mireia Cantero - Hospital Universitario Puerta de Hierro Majadahonda
Pauline Caraux-Paz - Centre Hospitalier Intercommunal de Villeneuve-Saint-Georges
Sheila Cárcel - Hospital Universitario Reina Sofía
Chiara Simona Cardellino - Ospedale Sacro Cuore Don Calabria
Filipa Cardoso - Hospital Curry Cabral
Filipe Cardoso - Hospital Curry Cabral
Nelson Cardoso - Hospital do Espírito Santo
Sofia Cardoso - Hospital Curry Cabral
Simone Carelli - Agostino Gemelli University Polyclinic
Francesca Carlacci - University of Parma
Nicolas Carlier - Hôpital Cochin
Thierry Carmoi - Hôpital américain de paris
Gayle Carney - Island Health
Inês Carqueja - Administração Regional de Saúde de Lisboa e Vale do Tejo
Marie-Christine Carret - Centre Hospitalier Métropole Savoie
François Martin Carrier - Centre Hospitalier de l’Université de Montréal
Ida Carroll - University Hospital Limerick
Gail Carson - University of Oxford
Leonor Carvalho - Hospitais da Universidade de Coimbra
Maire-Laure Casanova - Centre Hospitalier de Béziers
Mariana Cascão - Hospital Curry Cabral
Siobhan Casey - University Hospital Galway
José Casimiro - Hospital Curry Cabral
Bailey Cassandra - University of Cincinnati
Silvia Castañeda - Hospital Del Mar
Nidyanara Castanheira - Instituto de Infectologia Emílio Ribas
Guylaine Castor-Alexandre - Hôpital Lariboisière
Ivo Castro - Hospital of St. Francis Xavier
Ana Catarino - Hospitais da Universidade de Coimbra
François-Xavier Catherine - Centre Hospitalier Universitaire Dijon Bourgogne
Paolo Cattaneo - Ospedale Sacro Cuore Don Calabria
Roberta Cavalin - Instituto de Infectologia Emílio Ribas
Giulio Giovanni Cavalli - Policlinico S.Orsola-Malpighi
Alexandros Cavayas - Hôpital du Sacré-Cœur de Montréal
Adrian Ceccato - Hospital Universitari Sagrat Cor
Shelby Cerkovnik - Avera McKennan Hospital & University Health Center
Minerva Cervantes-Gonzalez - Inserm
Anissa Chair - Inserm
Catherine Chakveatze - Melun Hospital
Bounthavy Chaleunphon
Adrienne Chan - Sunnybrook Health Science Centre
Meera Chand - Public Health England
Christelle Chantalat Auger - Bicêtre Hospital
Jean-Marc Chapplain - Centre Hospitalier Universitaire de Rennes
Charlotte Charpentier - Hôpital Bichat-Claude-Bernard
Julie Chas - Hôpital Tenon
Allegra Chatterjee - St Bernard's Hospital
Jonathan Samuel Chávez Iñiguez - University of Guadalajara
Anjellica Chen - McGill University Health Centre
Léo Chenard - Assistance Publique – Hôpitaux de Paris
Matthew Pellan Cheng - McGill University Health Centre
Antoine Cheret - Bicêtre Hospital
Alfredo Antonio Chetta - University of Parma
Thibault Chiarabini - Sorbonne Université
Julian Chica - Fundación Valle del Lili
Suresh Kumar Chidambaram - Ministry of Health
Leong Chin Tho
Catherine Chirouze - Centre Hospitalier Universitaire de Besançon
Davide Chiumello - Ospedale San Paolo
Hwa Jin Cho - Chonnam National University Hospital
Sung-Min Cho
Bernard Cholley - Hôpital Européen Georges-Pompidou
Danoy Chommanam - Participatory Development Training Centre
Marie-Charlotte Chopin
Ting Soo Chow - Hospital Pulau Pinang
Yock Ping Chow - Sunway University
Nathaniel Christy - Participatory Development Training Centre
Hiu Jian Chua - Ministry of Health
Jonathan Chua - Hospital Sungai Buloh
Jose Pedro Cidade - Hospital of St. Francis Xavier
José Miguel Cisneros Herreros
Anna Ciullo - University of Utah
Emma Clarke - Children's Health Ireland at Crumlin
Jennifer Clarke - Beaumont Hospital
Rolando Claure-Del Granado
Sara Clohisey - Roslin Institute
Cassidy Codan - Foothills Medical Centre
Caitriona Cody - Connolly Hospital Blanchardstown
Alexandra Coelho - Inserm
Jennifer Coles - Monash University
Megan Coles - Carilion Clinic
Gwenhaël Colin - Roche
Michael Collins - Allegheny General Hospital
Sebastiano Maria Colombo - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico
Pamela Combs - University of Chicago
Marie Connor - University of Liverpool
Anne Conrad - Hôpital Lyon Sud
Sofía Contreras - Vall d'Hebron Hospital Universitari
Elaine Conway - University Hospital Limerick
Graham S. Cooke - Imperial College London
Mary Copland - Brantford Energy
Hugues Cordel - Hôpital Avicenne
Amanda Corley - University of Queensland
Sabine Cornelis - Erasmus Hospital
Alexander Daniel Cornet - Medisch Spectrum Twente
Arianne Joy Corpuz - Adan Hospital
Andrea Cortegiani - Azienda Ospedaliera Universitaria Policlinico "Paolo Giaccone" di Palermo
Grégory Corvaisier - Centre hospitalier Bretagne Atlantique
Emma Costigan - Children's Health Ireland at Crumlin
Camille Couffignal - Inserm
Sandrine Couffin-Cadiergues - Inserm
Roxane Courtois - Centre Hospitalier de Lens
Stéphanie Cousse - Groupe Hospitalier du Havre
Rachel Cregan - Children's Health Ireland at Crumlin
Charles Crepy D’Orleans - Emory Healthcare
Cosimo Cristella
Sabine Croonen - Tergooi
Gloria Crowl - Toronto East General Hospital
Jonathan Crump - University of Utah
Claudina Cruz - Hospital Curry Cabral
Marc Csete - Mount Sinai Medical Center
Ailbhe Cullen - Beaumont Hospital
Matthew Cummings - Columbia University
Ger Curley - Beaumont Hospital
Elodie Curlier - Centre Hospitalier Universitaire Pointe-à-Pitre
Colleen Curran - Cork University Hospital
Paula Custodio - Instituto de Infectologia Emílio Ribas
Ana da Silva Filipe - MRC University of Glasgow Centre for Virus Research
Charlene Da Silveira - Inserm
Al-Awwab Dabaliz - Cleveland Research
Andrew Dagens - University of Oxford
Darren Dahly - University Hospital Waterford
Heidi Dalton - University of Queensland
Jo Dalton - University of Liverpool
Seamus Daly - University Hospital Galway
Juliana Damas - Hospital Curry Cabral
Nick Daneman - Health Sciences Centre
Corinne Daniel
Emmanuelle A Dankwa - University of Oxford
Jorge Dantas - Hospital Curry Cabral
Frédérick D’Aragon - Centre Hospitalier Universitaire de Sherbrooke
Menno de Jong
Gillian de Loughry - University Hospital Waterford
Diego de Mendoza - Hospital Universitari Sagrat Cor
Etienne De Montmollin
Rafael Freitas de Oliveira França - Fundação Oswaldo Cruz
Ana Isabel de Pinho Oliveira
Rosanna De Rosa - Ospedale Monaldi
Cristina De Rose - Università Cattolica del Sacro Cuore
Thushan de Silva - University of Sheffield
Peter de Vries - Tergooi
Jillian Deacon - St. Christopher's Hospital for Children
David Dean - Piedmont Atlanta Hospital
Alexa Debard - Hôpital Purpan
Marie-Pierre Debray
Nathalie DeCastro - Hôpital Saint-Louis
William Dechert - Brantford Energy
Lauren Deconninck - Hôpital Bichat-Claude-Bernard
Romain Decours - Roche
Eve Defous - Centre hospitalier Emile Roux
Isabelle Delacroix - Hôpital Intercommunal de Créteil
Eric Delaveuve - Centre Hospitalier Régional de Metz-Thionville
Karen Delavigne - Centre Hospitalier Universitaire de Toulouse
Nathalie M. Delfos - Alrijne Ziekenhuis
Ionna Deligiannis - University Hospital Frankfurt
Andrea Dell’Amore
Christelle Delmas - Inserm
Pierre Delobel - Hôpital Purpan
Corine Delsing - Medisch Spectrum Twente
Elisa Demonchy - Centre Hospitalier Universitaire de Nice
Emmanuelle Denis
Dominique Deplanque - Inserm
Pieter Depuydt - Universitair Ziekenhuis Brussel
Mehul Desai - Inova Fairfax Hospital
Diane Descamps - Inserm
Mathilde Desvallées - Inserm
Santi Dewayanti
Pathik Dhanger - All India Institute of Medical Sciences Rishikesh
Alpha Diallo - Inserm
Sylvain Diamantis - Melun Hospital
André Dias
Andrea Dias - Hospitais da Universidade de Coimbra
Fernanda Dias Da Silva - Inserm
Juan Jose Diaz - Hospital Universitario de Gran Canaria Doctor Negrín
Priscila Diaz - Hospital Prof. Dr. Fernando Fonseca
Rodrigo Diaz - Clínica Las Condes
Kévin Didier - Centre Hospitalier Universitaire de Reims
Jean-Luc Diehl
Wim Dieperink
Jérôme Dimet
Vincent Dinot - Centre Hospitalier Régional de Metz-Thionville
Fara Diop - Centre Hospitalier Intercommunal de Villeneuve-Saint-Georges
Alphonsine Diouf - Inserm
Yael Dishon - Rambam Health Care Campus
Félix Djossou - Centre Hospitalier Andrée Rosemon
Annemarie B. Docherty - University of Edinburgh
Helen Doherty - Beaumont Hospital
Arjen M Dondorp
Andy Dong - Emory Healthcare
Christl A. Donnelly - University of Oxford
Maria Donnelly - Tallaght University Hospital
Chloe Donohue - University of Liverpool
Sean Donohue - University Hospital Galway
Yoann Donohue - University Hospital Galway
Peter Doran - St. Vincent's University Hospital
Céline Dorival - Inserm
Eric D’Ortenzio - Inserm
Phouvieng Douangdala
James Joshua Douglas - Lions Gate Hospital
Renee Douma - Flevoziekenhuis
Nathalie Dournon - Hôpital Avicenne
Triona Downer - St. James's Hospital
Joanne Downey - St. Vincent's University Hospital
Mark Downing - St Joseph's Health Centre
Tom Drake - University of Edinburgh
Aoife Driscoll - University Hospital Limerick
Murray Dryden - National Institute for Communicable Diseases
Claudio Duarte Fonseca - Fundação Oswaldo Cruz
Vincent Dubee - Centre Hospitalier Universitaire d'Angers
François Dubos - Inserm
Audrey Dubot-Pérès - Participatory Development Training Centre
Alexandre Ducancelle - Centre Hospitalier Universitaire d'Angers
Toni Duculan - Methodist Hospital
Susanne Dudman - Oslo University Hospital
Abhijit Duggal - Cleveland Clinic
Paul Dunand - Centre Hospitalier Régional de Metz-Thionville
Jake Dunning - University of Oxford
Mathilde Duplaix - Hôpital du Sacré-Cœur de Montréal
Emanuele Durante-Mangoni - University of Campania "Luigi Vanvitelli"
Lucian Durham - Medical College of Wisconsin
Bertrand Dussol - Hôpital de la Conception
Juliette Duthoit - Centre Hospitalier de Tourcoing
Xavier Duval - Inserm
Anne Margarita Dyrhol-Riise - Oslo University Hospital
Sim Choon Ean - Hospital Pulau Pinang
Marco Echeverria-Villalobos - The Ohio State University
Giorgio Economopoulos - University of Parma
Siobhan Egan - University Hospital Limerick
Carla Eira - Centro Hospitalar Tondela-Viseu
Mohamed El Sanharawi
Subbarao Elapavaluru - Allegheny General Hospital
Brigitte Elharrar - Hôpital Intercommunal de Créteil
Jacobien Ellerbroek - Reinier de Graaf Hospital
Philippine Eloy - Inserm
Tarek Elshazly - Cleveland Research
Iqbal Elyazar
Isabelle Enderle - Centre Hospitalier Universitaire de Rennes
Tomoyuki Endo - Tohoku Medical and Pharmaceutical University
Chan Chee Eng - Hospital Kuala Lumpur
Ilka Engelmann - Centre Hospitalier Universitaire de Lille
Vincent Enouf - Inserm
Olivier Epaulard - Centre Hospitalier Universitaire de Grenoble
Martina Escher - University of Oxford
Mariano Esperatti - Hospital Italiano La Plata
Hélène Esperou - Inserm
Catarina Espírito Santo - Hospital Curry Cabral
Marina Esposito-Farese - Inserm
João Estevão - Hospital Curry Cabral
Manuel Etienne - Hôpital Bichat-Claude-Bernard
Nadia Ettalhaoui - Inserm
Anna Greti Everding - Secretaría de Salud de Jalisco
Mirjam Evers - Canisius-Wilhelmina Ziekenhuis
Isabelle Fabre - Centre Hospitalier Universitaire Pointe-à-Pitre
Marc Fabre
Amna Faheem - North York General Hospital
Arabella Fahy - Tallaght University Hospital
Cameron J. Fairfield - University of Edinburgh
Zul Fakar - Hospital Universiti Sains Malaysia
Pedro Faria
Hanan Fateena - Hospital Sungai Buloh
Arie Zainul Fatoni - RSUD Prof. Dr. Saiful Anwar Malang
Karine Faure - Centre Hospitalier Universitaire de Lille
Raphaël Favory - Centre Hospitalier Universitaire de Lille
Mohamed Fayed - California State University, Fresno
Niamh Feely - University Hospital Kerry
Laura Feeney - St. Vincent's University Hospital
Jorge Fernandes - Hospital Curry Cabral
Marília Andreia Fernandes - Hospital Curry Cabral
Susana Fernandes - Centro Hospitalar Lisboa Norte
François-Xavier Ferrand
Eglantine Ferrand Devouge - Université de Rouen Normandie
Joana Ferrão - Hospital Curry Cabral
Carlo Ferrari - University of Parma
Mário Ferraz - Hospital Curry Cabral
Benigno Ferreira - Secretaría de Salud de Jalisco
Bernardo Ferreira - Hospital Curry Cabral
Isabel Ferreira
Sílvia Ferreira
Ricard Ferrer-Roca
Nicolas Ferriere - Centre Hospitalier Régional Universitaire de Brest
Céline Ficko - Hôpital d'Instruction des Armées Bégin
Claudia Figueiredo-Mello - Instituto de Infectologia Emílio Ribas
William Finlayson - St Bernard's Hospital
Juan Fiorda - The Ohio State University
Thomas Flament - Centre Hospitalier Universitaire de Tours
Clara Flateau - Melun Hospital
Tom Fletcher - Liverpool School of Tropical Medicine
Aline-Marie Florence - Hôpital Bichat-Claude-Bernard
Letizia Lucia Florio - University of Campania "Luigi Vanvitelli"
Brigid Flynn - University of Kansas Medical Center
Deirdre Flynn - Cork University Hospital
Federica Fogliazza - University of Parma
Claire Foley - Beaumont Hospital
Jean Foley - Cork University Hospital
Victor Fomin - Sechenov University
Tatiana Fonseca - Centro Hospitalar de Vila Nova de Gaia
Patricia Fontela - Montreal Children's Hospital
Simon Forsyth - University of Queensland
Denise Foster - Vancouver General Hospital
Giuseppe Foti - Azienda Ospedaliera San Gerardo
Erwan Fourn - Hôpital Foch
Robert A. Fowler - University of Toronto
Marianne Fraher - Bon Secours Hospital Cork
Diego Franch-Llasat - Hospital de Tortosa Virgen de la Cinta
Christophe Fraser
John F Fraser - University of Queensland
Marcela Vieira Freire - Fundação Oswaldo Cruz
Ana Freitas Ribeiro - Instituto de Infectologia Emílio Ribas
Caren Friedrich - Universidade Federal de Pelotas
Ricardo Fritz - Instituto Nacional del Tórax
Stéphanie Fry - Hôpital Albert Calmette
Nora Fuentes - Hospital Italiano La Plata
Masahiro Fukuda - Saiseikaisenri Hospital
Argin G
Valérie Gaborieau - Centre Hospitalier De Pau
Rostane Gaci - Centre Hospitalier Régional de Metz-Thionville
Massimo Gagliardi - University of Campania "Luigi Vanvitelli"
Jean-Charles Gagnard
Amandine Gagneux-Brunon - Centre Hospitalier Universitaire de Saint-Étienne
Sérgio Gaião - Hospital de São João
Linda Gail Skeie - Oslo University Hospital
Phil Gallagher - St. Vincent's University Hospital
Elena Gallego Curto - Hospital San Pedro de Alcántara
Carrol Gamble - University of Liverpool
Yasmin Gani - Hospital Sungai Buloh
Arthur Garan - Beth Israel Deaconess Medical Center
Rebekha Garcia - California State University, Fresno
Julia Garcia-Diaz - Ochsner Medical Center
Esteban Garcia-Gallo - Universidad de La Sabana
Navya Garimella - University of Washington Medical Center
Federica Garofalo - University of Parma
Denis Garot - Centre Hospitalier Universitaire de Tours
Valérie Garrait - Hôpital Intercommunal de Créteil
Nathalie Gault - Inserm
Aisling Gavin - St. James's Hospital
Anatoliy Gavrylov - Luhansk State Medical University
Alexandre Gaymard - Inserm
Johannes Gebauer - Klinikum Passau
Eva Geraud - Centre hospitalier Emile Roux
Louis Gerbaud Morlaes
Nuno Germano - Hospital Curry Cabral
praveen kumar ghisulal
Jade Ghosn - Inserm
Marco Giani - Azienda Ospedaliera San Gerardo
Carlo Giaquinto - University of Padua
Jess Gibson - Children's Hospital of Eastern Ontario
Tristan Gigante - Inserm
Morgane Gilg - Inserm
Elaine Gilroy - Mater Misericordiae University Hospital
Guillermo Giordano
Michelle Girvan - University of Liverpool
Valérie Gissot - Centre Hospitalier Universitaire de Tours
Daniel Glikman - Poriya Medical Center
Petr Glybochko - Sechenov University
Eric Gnall - Lankenau Institute for Medical Research
Geraldine Goco - SickKids Foundation
François Goehringer - Centre Hospitalier Universitaire de Nancy
Siri Goepel - University Children's Hospital Tübingen
Jean-Christophe Goffard
Jin Yi Goh
Jonathan Golob - University of Michigan–Ann Arbor
Rui Gomes - Hospital Garcia de Orta
Kyle Gomez - St Bernard's Hospital
Joan Gómez-Junyent - Hospital del Mar Research Institute
Marie Gominet - Hôpital d'Instruction des Armées Bégin
Alicia Gonzalez - The Ohio State University
Patricia Gordon - Wexford General Hospital
Isabelle Gorenne - Inserm
Laure Goubert - Groupe Hospitalier du Havre
Cécile Goujard - Bicêtre Hospital
Tiphaine Goulenok - Hôpital Bichat-Claude-Bernard
Margarite Grable
Jeronimo Graf - Clínica Alemana
Edward Wilson Grandin - Beth Israel Deaconess Medical Center
Pascal Granier - Centre Hospitalier du Pays d'Aix
Giacomo Grasselli - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico
Christopher A. Green - University of Birmingham
Courtney Greene - Children's Health Ireland at Crumlin
William Greenhalf - University of Liverpool
Segolène Greffe - Hôpital Ambroise-Paré
Domenico Luca Grieco - Agostino Gemelli University Polyclinic
Matthew Griffee - University of Utah
Fiona Griffiths - Roslin Institute
Ioana Grigoras - Grigore T. Popa University of Medicine and Pharmacy
Albert Groenendijk - Erasmus University Rotterdam
Anja Grosse Lordemann
Heidi Gruner - Hospital Curry Cabral
Yusing Gu - McGill University Health Centre
Jérémie Guedj - Inserm
Martin Guego
Dewi Guellec - Centre Hospitalier Régional Universitaire de Brest
Anne-Marie Guerguerian
Daniela Guerreiro - Hospital Curry Cabral
Romain Guery - Centre Hospitalier Universitaire de Nantes
Anne Guillaumot - Centre Hospitalier Universitaire de Nancy
Laurent Guilleminault - Hôpital Larrey
Maisa Guimarães de Castro
Thomas Guimard - Centre Hospitalier Départemental Vendée
Marieke Haalboom - Medisch Spectrum Twente
Daniel Haber - Rambam Health Care Campus
Hannah Habraken - Middlemore Hospital
Ali Hachemi
Nadir Hadri - Bicêtre Hospital
Sheeba Hakak - University Hospital Waterford
Adam Hall - Red Deer Regional Hospital
Matthew Hall - Open Data Institute
Sophie Halpin - University of Liverpool
Ansley Hamer
Rebecca Hamidfar - Centre Hospitalier Universitaire de Grenoble
Naomi Hammond - Monash University
Terese Hammond - Saint John's Health Center
Lim Yuen Han
Rashan Haniffa
Kok Wei Hao
Hayley Hardwick - Health Protection Research Unit in Emerging and Zoonotic Infections at University of Liverpool
Ewen M. Harrison - University of Edinburgh
Janet Harrison
Samuel Bernard Ekow Harrison - Kintampo Health Research Centre
Alan Hartman - Northwell Health
Junaid Hashmi - Our Lady of Lourdes Hospital
Ailbhe Hayes - Sligo University Hospital
Leanne Hays - St. Vincent's University Hospital
Jan Heerman - AZ Maria Middelares
Lars Heggelund - Drammen Hospital
Ross Hendry - Roslin Institute
Martina Hennessy - St. James's Hospital
Aquiles Henriquez-Trujillo - Universidad de Las Américas
Maxime Hentzien - Université de Reims Champagne-Ardenne
Diana Hernandez - University of Cauca
Jaime Hernandez-Montfort - Cleveland Clinic Florida
Andrew Hershey - Lancaster General Hospital
Liv Hesstvedt - Oslo University Hospital
Astarini Hidayah - RSUD Prof. Dr. Saiful Anwar Malang
Dawn Higgins - St. James's Hospital
Eibhlin Higgins - University Hospital Galway
Rupert Higgins
Rita Hinchion - University Hospital Limerick
Samuel Hinton - University of Queensland
Hiroaki Hiraiwa - Nagoya University Hospital
Haider Hirkani - Terna Dental College and Hospital
Hikombo Hitoto - Centre Hospitalier du Mans
Antonia Ho - MRC University of Glasgow Centre for Virus Research
Yi Bin Ho
Alexandre Hoctin - Inserm
Isabelle Hoffmann - Inserm
Wei Han Hoh - Hospital Tuanku Ja’afar
Oscar Hoiting - Canisius-Wilhelmina Ziekenhuis
Rebecca Holt - University of Alabama at Birmingham Hospital
Jan Cato Holter - Oslo University Hospital
Peter Horby - University of Oxford
Juan Pablo Horcajada - Hospital Del Mar
Koji Hoshino - Hokkaido University Hospital
Kota Hoshino - Fukuoka University
Ikram Houas - Inserm
Catherine L. Hough - Boston University
Stuart Houltham - Cleveland Clinic
Jimmy Ming-Yang Hsu - McGill University Health Centre
Jean-Sébastien Hulot
Stella Huo - University of California, San Francisco
Abby Hurd - St. Joseph’s Healthcare Hamilton
Samreen Ijaz - Public Health England
M. Arfan Ikram - Erasmus University Rotterdam
Carlos Cañada Illana - Hospital Universitario La Paz
Hajnal-Gabriela Illes
Patrick Imbert - Centre Hospitalier Annecy Genevois
Hugo Inácio - Hospital Curry Cabral
Carmen Infante Dominguez - Instituto de Biomedicina de Sevilla
Yun Sii Ing - Hospital Sungai Buloh
Elias Iosifidis
Mariachiara Ippolito - Azienda Ospedaliera Universitaria Policlinico "Paolo Giaccone" di Palermo
Vera Irawany - Fatmawati Hospital
Sarah Isgett
Tiago Isidoro - Hospital Curry Cabral
Nadiah Ismail - Hospital Kuala Lumpur
Margaux Isnard - Centre Hospitalier Métropole Savoie
Junji Itai - Hiroshima University
Asami Ito - Mie University Hospital
Daniel Ivulich - Hospital Alemán
Danielle Jaafar - Centre Hospitalier Intercommunal de Villeneuve-Saint-Georges
Salma Jaafoura - Inserm
Julien Jabot
Clare Jackson - University of Liverpool
Nina Jamieson - University of Oxford
Victoria Janes
Pierre Jaquet - Assistance Publique – Hôpitaux de Paris
Waasila Jassat - National Institute for Communicable Diseases
Coline Jaud-Fischer - Centre Hospitalier Régional de Metz-Thionville
Stéphane Jaureguiberry - Bicêtre Hospital
Jeffrey Javidfar - Emory Healthcare
Denise Jaworsky - Mills Memorial Hospital
Florence Jego - Centre Hospitalier Métropole Savoie
Anilawati Mat Jelani - Hospital Raja Perempuan Zainab II
Synne Jenum - Oslo University Hospital
Ruth Jimbo-Sotomayor - Universidad de Las Américas
Ong Yiaw Joe - Hospital Kuala Lumpur
Ruth N. Jorge García - Hospital Nuestra Señora de Alarcos
Cédric Joseph - Centre Hospitalier Universitaire Amiens-Picardie
Mark Joseph - Carilion Clinic
Swosti Joshi - St. Christopher's Hospital for Children
Mercé Jourdain - Centre Hospitalier Universitaire de Lille
Philippe Jouvet - Centre Hospitalier Universitaire Sainte-Justine
Anna Jung - Saint John's Health Center
Hanna Jung - Kyungpook National University Hospital
Dafsah Juzar
Ouifiya Kafif - Inserm
Florentia Kaguelidou - Inserm
Neerusha Kaisbain
Thavamany Kaleesvran
Sabina Kali - Inserm
Alina Kalicinska
Smaragdi Kalomoiri - Sotiria General Hospital
Muhammad Aisar Ayadi Kamaluddin - Hospital Sungai Buloh
Zul Amali Che Kamaruddin
Nadiah Kamarudin - Malacca General Hospital
Darshana Hewa Kandamby
Chris Kandel
Kong Yeow Kang - Hospital Pulau Pinang
Pratap Karpayah - Hospital Sungai Buloh
Todd Karsies - Nationwide Children's Hospital
Daisuke Kasugai - Nagoya University Hospital
Anant Kataria - All India Institute of Medical Sciences Rishikesh
Kevin Katz - North York General Hospital
Aasmine Kaur - McGill University Health Centre
Christy Kay - Washington University in St. Louis
Hannah Keane - St. Vincent's University Hospital
Seán Keating - Edinburgh Royal Infirmary
Pulak Kedia - Terna Dental College and Hospital
Andrea Kelly - St. James's Hospital
Aoife Kelly - Mater Misericordiae University Hospital
Claire Kelly - University Hospital Galway
Niamh Kelly - Cork University Hospital
Sadie Kelly
Yvelynne Kelly - Tallaght University Hospital
Maeve Kelsey - Cork University Hospital
Ryan Kennedy - University of Oklahoma Health Sciences Center
Kalynn Kennon
Sommay Keomany - Participatory Development Training Centre
Maeve Kernan - University Hospital Galway
Younes Kerroumi - Groupe Hospitalier Diaconesses Croix Saint-Simon
Sharma Keshav - Wexford General Hospital
Evelyne Kestelyn - Hospital for Tropical Diseases
Imrana Khalid - Unity Health Toronto
Antoine Khalil - Inserm
Coralie Khan - Inserm
Irfan Khan - Presbyterian Healthcare Services
Krish Kherajani - Terna Dental College and Hospital
Michelle E Kho - McMaster University
Denisa Khoo - Hospital Sungai Buloh
Ryan Khoo
Saye Khoo - University of Liverpool
Khor How Kiat
Yuri Kida - University of Utah
Peter Kiiza - Sunnybrook Health Science Centre
Beathe Kiland Granerud - Oslo University Hospital
Anders Benjamin Kildal - University Hospital of North Norway
Jae Burm Kim - Keimyung University
Antoine Kimmoun - Centre Hospitalier Universitaire de Nancy
Detlef Kindgen-Milles - Düsseldorf University Hospital
Alexander King - Cleveland Clinic
Nobuya Kitamura - Kin-ikyo Chuo Hospital
Paul Klenerman - Medawar Building for Pathogen Research
Rob Klont - Medisch Spectrum Twente
Gry Kloumann Bekken - Drammen Hospital
Stephen R Knight - University of Edinburgh
Robin Kobbe - University Medical Center Hamburg-Eppendorf
Chamira Kodippily
Malte Kohns Vasconcelos - Düsseldorf University Hospital
Mamoru Komatsu - Obihiro Kosei General Hospital
ISARIC Collaborator Korten - Marmara University
Caroline Kosgei - St. James's Hospital
Arsène Kpangon - Centre Hospitalier Andrée Rosemon
Karolina Krawczyk - St. Vincent's University Hospital
Sudhir Krishnan - Cleveland Clinic
Vinothini Krishnan - Hospital Sungai Buloh
Oksana Kruglova - Luhansk State Medical University
Deepali Kumar - University Health Network
Ganesh Kumar - Hospital Kuala Lumpur
Pavan Kumar Vecham - Apollo Hospitals
Dinesh Kuriakose - Our Lady of Lourdes Hospital
Ethan Kurtzman - Hartford Financial Services
Neurinda Permata Kusumastuti - Airlangga University
Demetrios Kutsogiannis - Royal Alexandra Hospital
Galyna Kutsyna - Luhansk State Medical University
Konstantinos Kyriakoulis - Sotiria General Hospital
Raph L. Hamers - Surin Hospital
Marie Lachatre - Hôpital Cochin
Marie Lacoste - Centre Hospitalier René-Dubos
John G. Laffey - University Hospital Galway
Nadhem Lafhej - Hôpital Bichat-Claude-Bernard
Marie Lagrange
Fabrice Laine - Centre Hospitalier Universitaire de Rennes
Olivier Lairez - Centre Hospitalier Universitaire de Toulouse
Marc Lambert - Hôpital Albert Calmette
François Lamontagne - Centre Hospitalier Universitaire de Sherbrooke
Marie Langelot-Richard - Centre hospitalier Bretagne Atlantique
Vincent Langlois - Groupe Hospitalier du Havre
Eka Yudha Lantang - Prince of Wales Hospital
Marina Lanza - Instituto de Infectologia Emílio Ribas
Cédric Laouénan - Université Paris Cité
Samira Laribi - Inserm
Delphine Lariviere - Centre hospitalier Bretagne Atlantique
Stéphane Lasry - Hôpital américain de paris
Sakshi Lath - Terna Dental College and Hospital
Odile Launay - Hôpital Cochin
Didier Laureillard - Centre Hospitalier Universitaire de Nîmes
Yoan Lavie-Badie - Centre Hospitalier Universitaire de Toulouse
Andrew Law - Roslin Institute
Cassie Lawrence - Wellington Hospital
Teresa Lawrence - University of Alberta
Minh Le - Inserm
Clément Le Bihan
Cyril Le Bris
Georges Le Falher
Lucie Le Fevre
Quentin Le Hingrat
Marion Le Maréchal
Soizic Le Mestre
Gwenaël Le Moal
Vincent Le Moing
Hervé Le Nagard
Paul Le Turnier
Ema Leal - Hospital Curry Cabral
Marta Leal Santos - Hospital Curry Cabral
Biing Horng Lee
Heng Gee Lee - Queen Elizabeth Hospital
James Lee
Jennifer Lee
Su Hwan Lee - Severance Hospital
Todd C. Lee - McGill University Health Centre
Yi Lin Lee - Hospital Sungai Buloh
Gary Leeming - Manchester Academic Health Science Centre
Bénédicte Lefebvre - Hôpital Saint-Antoine
Laurent Lefebvre - Centre Hospitalier du Pays d'Aix
Benjamin Lefèvre - Centre Hospitalier Universitaire de Nancy
Sylvie LeGac - Assistance Publique – Hôpitaux de Paris
Jean-Daniel Lelievre - Hôpitaux Universitaires Henri-Mondor
François Lellouche - Institut Universitaire de Cardiologie et de Pneumologie de Québec
Adrien Lemaignen - Centre Hospitalier Universitaire de Tours
Véronique Lemee - Université de Rouen Normandie
Anthony Lemeur - Centre Hospitalier de Lens
Gretchen Lemmink - University of Cincinnati
Ha Sha Lene - Hospital Sultanah Nur Zahirah
Jenny Lennon - Children's Health Ireland at Crumlin
Rafael León - Hospital Universitario Reina Sofía
Marc Leone - Hôpital de la Timone
Michela Leone - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico
François-Xavier Lescure - Inserm
Olivier Lesens - Centre Hospitalier Universitaire de Clermont-Ferrand
Mathieu Lesouhaitier - Centre Hospitalier Universitaire de Rennes
Amy Lester-Grant - St. Vincent's University Hospital
Andrew Letizia - Participatory Development Training Centre
Sophie Letrou - Hôpital Bichat-Claude-Bernard
Bruno Levy - Centre Hospitalier Universitaire de Nancy
Yves Levy - Inserm
Claire Levy-Marchal - Inserm
Katarzyna Lewandowska
Erwan L’Her - Centre Hospitalier Régional Universitaire de Brest
Gianluigi Li Bassi - University of Queensland
Janet Liang - Waitemata District Health Board
Geoffrey Liegeon - Hôpital Saint-Louis
Kah Chuan Lim - Hospital Sungai Buloh
Wei Shen Lim - Nottingham University Hospitals NHS Trust
Chantre Lima - Hospital do Espírito Santo
Bruno Lina - Inserm
Lim Lina - Malacca General Hospital
Andreas Lind - Oslo University Hospital
Maja Katherine Lingad - Angeles University Foundation
Guillaume Lingas - Inserm
Sylvie Lion-Daolio - Centre Hospitalier Universitaire Amiens-Picardie
Samantha Lissauer - Malawi-Liverpool-Wellcome Trust Clinical Research Programme
Keibun Liu - Saiseikai Utsunomiya hospital
Marine Livrozet - Hôpital Européen Georges-Pompidou
Patricia Lizotte - Institut Universitaire de Cardiologie et de Pneumologie de Québec
Antonio Loforte - Policlinico S.Orsola-Malpighi
Navy Lolong
Leong Chee Loon - Hospital Kuala Lumpur
Diogo Lopes - Hospital Curry Cabral
Dalia Lopez-Colon - University of Florida
Jose W. Lopez-Revilla - Instituto Nacional de Salud del Niño
Anthony L. Loschner - Carilion Clinic
Paul Loubet - Centre Hospitalier Universitaire de Nîmes
Bouchra Loufti
Guillame Louis - Centre Hospitalier Régional de Metz-Thionville
Silvia Lourenco - Hospital do Espírito Santo
Lara Lovelace-Macon - University of Washington Medical Center
Lee Lee Low - Hospital Sultanah Bahiyah
Marije Lowik - Medisch Spectrum Twente
Jia Shyi Loy - Malacca General Hospital
Jean Christophe Lucet - Inserm
Carlos M. Luna - Hospital de Clínicas "José de San Martín"
Olguta Lungu - Grigore T. Popa University of Medicine and Pharmacy
Liem Luong - Assistance Publique – Hôpitaux de Paris
Nestor Luque
Dominique Luton - Hôpital Bichat-Claude-Bernard
Nilar Lwin - Port Macquarie Base Hospital
Ruth Lyons
Olavi Maasikas - Tartu University Hospital
Oryane Mabiala - Groupe Hospitalier Diaconesses Croix Saint-Simon
Moïse Machado
Sara Machado - Hospital Curry Cabral
Gabriel Macheda - Centre Hospitalier Annecy Genevois
Hashmi Madiha
Giuseppe Maglietta - University of Parma
Rafael Mahieu - Centre Hospitalier Universitaire d'Angers
Sophie Mahy - Centre Hospitalier Universitaire Dijon Bourgogne
Ana Raquel Maia - Hospital Prof. Dr. Fernando Fonseca
Lars S. Maier - University Hospital Regensburg
Mylène Maillet - Centre Hospitalier Annecy Genevois
Thomas Maitre - Hôpital Intercommunal de Créteil
Maria Majori - University of Parma
Maximilian Malfertheiner - University Hospital Regensburg
Nadia Malik - Etobicoke General Hospital
Paddy Mallon
Fernando Maltez - Hospital Curry Cabral
Denis Malvy - Inserm
Patrizia Mammi - University of Parma
Victoria Manda - Hôpital Lariboisière
Jose M. Mandei - Prince of Wales Hospital
Laurent Mandelbrot - Hôpital Louis-Mourier
Frank Manetta - Northwell Health
Julie Mankikian - Centre Hospitalier Universitaire de Tours
Edmund Manning - Cork University Hospital
Aldric Manuel - Centre Hospitalier Annecy Genevois
Ceila Maria Sant‘Ana Malaque
Daniel Marino - St. Christopher's Hospital for Children
Flávio Marino - Hospital Vila Franca de Xira
Samuel Markowicz - Centre Hospitalier Universitaire Pointe-à-Pitre
Ana Marques - Hospitais da Universidade de Coimbra
Catherine Marquis - Centre Hospitalier Universitaire de Sherbrooke
Brian Marsh - Mater Misericordiae University Hospital
Megan Marshal - Connolly Hospital Blanchardstown
John Marshall - Unity Health Toronto
Celina Turchi Martelli
Dori-Ann Martin - Alberta Children's Hospital
Emily Martin - University of Michigan–Ann Arbor
Guillaume Martin-Blondel - Hôpital Purpan
Ignacio Martin-Loeches - St. James's Hospital
Martin Martinot - Hopitaux Civils de Colmar
Alejandro Martín-Quiros - Hospital Universitario La Paz
F. Eduardo Martinez - Monash University
Ana Martins
João Martins - Hospitais da Universidade de Coimbra
Nuno Martins - Hospital Prof. Dr. Fernando Fonseca
Caroline Martins Rego - Instituto de Infectologia Emílio Ribas
Gennaro Martucci - Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione
Olga Martynenko - Luhansk State Medical University
Eva Miranda Marwali
Marsilla Marzukie
Juan Fernado Masa Jimenez - Hospital San Pedro de Alcántara
David Maslove - Kingston Health Sciences Centre
Sabina Mason - Tallaght University Hospital
Basri Mat Nor
Moshe Matan - Poriya Medical Center
Daniel Mathieu - Centre Hospitalier Universitaire de Lille
Mathieu Mattei - Centre Hospitalier Universitaire de Nancy
Romans Matulevics - University of Oxford
Laurence Maulin - Centre Hospitalier du Pays d'Aix
Michael Maxwell - University Hospital Galway
Javier Maynar - Hospital Universitario Araba
Mayfong Mayxay - Participatory Development Training Centre
Thierry Mazzoni - Centre Hospitalier de Lens
Lisa Mc Sweeney
Peter McCanny - Monash University
Colin McArthur - Waikato Hospital
Aine McCarthy - University Hospital Galway
Anne McCarthy - Ottawa Hospital
Colin McCloskey - Cleveland Research
Rachael McConnochie - Auckland City Hospital
Sherry McDermott - Lankenau Institute for Medical Research
Sarah E. McDonald - MRC University of Glasgow Centre for Virus Research
Aine McElroy - Mater Misericordiae University Hospital
Samuel McElwee - University of Alabama at Birmingham Hospital
Victoria McEneany
Natalie McEvoy - Beaumont Hospital
Allison McGeer - Mount Sinai Hospital
Chris McKay - London Health Sciences Centre
Johnny McKeown - The Ohio State University
Kenneth A. McLean - University of Edinburgh
Paul McNally - Children's Health Ireland at Crumlin
Bairbre McNicholas
Elaine McPartlan - St. Vincent's University Hospital
Edel Meaney - St. Vincent's University Hospital
Cécile Mear-Passard - Centre Hospitalier Universitaire de Nantes
Maggie Mechlin - University of Cincinnati
Omar Mehkri - Cleveland Clinic
Ferruccio Mele - University of Campania "Luigi Vanvitelli"
Luis Melo - Hospital Prof. Dr. Fernando Fonseca
Joao Joao Mendes - Hospital Prof. Dr. Fernando Fonseca
Ogechukwu Menkiti - St. Christopher's Hospital for Children
Kusum Menon - Children's Hospital of Eastern Ontario
France Mentré - Université Paris Cité
Alexander J. Mentzer - Wellcome Centre for Human Genetics
Emmanuelle Mercier - Centre Hospitalier Universitaire de Tours
Noémie Mercier - Inserm
Antoine Merckx - Groupe Cahors
Mayka Mergeay-Fabre - Centre Hospitalier Andrée Rosemon
Blake Mergler - University of Pennsylvania
Tiziana Meschi - University of Parma
António Mesquita - Hospital Curry Cabral
Roberta Meta - St Bernard's Hospital
Osama Metwally - University Hospital Galway
Agnès Meybeck - Centre Hospitalier de Tourcoing
Dan Meyer
Alison M. Meynert - MRC Institute of Genetics and Molecular Medicine
Vanina Meysonnier - Groupe Hospitalier Diaconesses Croix Saint-Simon
Amina Meziane - Inserm
Mehdi Mezidi - Hôpital Nord
Céline Michelanglei - Centre Hospitalier Universitaire de Nice
Isabelle Michelet - Hôpital Charles-Nicolle
Efstathia Mihelis - Northwell Health
Vladislav Mihnovit - Tartu University Hospital
Jennene Miller - Monash University
Hugo Miranda-Maldonado - Universidad de Las Américas
Nor Arisah Misnan - Hospital Sungai Buloh
Nik Nur Eliza Mohamed - Hospital Kuala Lumpur
Tahira Jamal Mohamed - Hospital Kuala Lumpur
Asma Moin - Etobicoke General Hospital
Elena Molinos - Administração Regional de Saúde de Lisboa e Vale do Tejo
Brenda Molloy - St. Vincent's University Hospital
Mary Mone - University of Utah
Agostinho Monteiro - Hospital Curry Cabral
Claudia Montes - Fundación Valle del Lili
Giorgia Montrucchio - Fondazione Ricerca Molinette
Sarah Moore
Shona C. Moore - University of Liverpool
Lina Morales Cely - Universidad de La Sabana
Lucia Moro - Ospedale Sacro Cuore Don Calabria
Ben Morton - Liverpool School of Tropical Medicine
Catherine Motherway - University Hospital Limerick
Ana Motos - Hospital Clínic de Barcelona
Hugo Mouquet - Inserm
Clara Mouton Perrot
Julien Moyet - Centre Hospitalier Universitaire Amiens-Picardie
Caroline Mudara - National Institute for Communicable Diseases
Ng Yong Muh - Hospital Kuala Lumpur
Dzawani Muhamad - Hospital Tengku Ampuan Afzan
Jimmy Mullaert - Inserm
Fredrik Müller - Oslo University Hospital
Karl Erik Müller - Drammen Hospital
Daniel Munblit - King's College London
Aisling Murphy - University Hospital Waterford
Lorna Murphy - St. Vincent's University Hospital
Marlène Murris - Hôpital Larrey
Srinivas Murthy - University of British Columbia
Himed Musaab - Wexford General Hospital
Carlotta Mutti - University of Parma
Himasha Muvindi
Gugapriyaa Muyandy - Hospital Sungai Buloh
Dimitra Melia Myrodia - Sotiria General Hospital
Farah Nadia Mohd-Hanafiah - International Islamic University Malaysia
Dave Nagpal - London Health Sciences Centre
Alex Nagrebetsky
Mangala Narasimhan - Northwell Health
Nageswaran Narayanan - Our Lady of Lourdes Hospital
Alasdair Nazerali-Maitland - University of Northern British Columbia
Nadège Neant - Inserm
Holger Neb - University Hospital Frankfurt
Coca Necsoi - Centre Hospitalier Universitaire de Saint-Pierre
Nikita Nekliudov - Sechenov University
Erni Nelwan - Rumah Sakit Umum Pusat Nasional Dr. Cipto Mangunkusumo
Raul Neto - Centro Hospitalar de Vila Nova de Gaia
Emily Neumann - Medical College of Wisconsin
Pauline Yeung Ng - Queen Mary Hospital
Anthony Nghi
Duc Nguyen - Hôpital Pellegrin
Orna Ni Choileain - Beaumont Hospital
Niamh Ni Leathlobhair
Alistair D Nichol - University Hospital Galway
Prompak Nitayavardhana - Siriraj Hospital
Stephanie Nonas - Salem Hospital
Nurul Amani Mohd Noordin - Malacca General Hospital
Marion Noret - Inserm
Nurul Faten Izzati Norharizam - Hospital Sungai Buloh
Lisa Norman - University of Edinburgh
Anita North
Alessandra Notari - Universidade Federal de Pelotas
Mahdad Noursadeghi - University College London
Karolina Nowicka
Adam Nowinski
Saad Nseir - Centre Hospitalier Universitaire de Lille
Jose I Nunez - Beth Israel Deaconess Medical Center
Nurnaningsih Nurnaningsih - Rumah Sakit Umum Pusat Dr. Sardjito
Dwi Utomo Nusantara
Elsa Nyamankolly - Centre Hospitalier de Dax –Côte d’Argent
Fionnuala O Brien - Cork University Hospital
Annmarie O Callaghan - Cork University Hospital
Annmarie O’Callaghan - Cork University Hospital
Giovanna Occhipinti - Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione
Derbrenn OConnor - Bon Secours Hospital Cork
Max O’Donnell - Columbia University
Tawnya Ogston - Legacy Emanuel Medical Center
Takayuki Ogura - Saiseikai Utsunomiya hospital
Tak-Hyuk Oh - Kyungpook National University Hospital
Sophie O’Halloran - Connolly Hospital Blanchardstown
Katie O’Hearn - Children's Hospital of Eastern Ontario
Shinichiro Ohshimo - Hiroshima University
Agnieszka Oldakowska
João Oliveira - Hospital de São José
Larissa Oliveira
Conar O’Neil - Misericordia Community Hospital
David S. Y. Ong - Sint Franciscus Gasthuis
Jee Yan Ong - Sarawak General Hospital
Wilna Oosthuyzen - University of Edinburgh
Anne Opavsky - Joseph Brant Hospital
Peter Openshaw - Imperial College London
Claudia Milena Orozco-Chamorro - University of Cauca
Jamel Ortoleva - Tufts Medical Center
Javier Osatnik - Hospital Alemán
Linda O’Shea - Wexford General Hospital
Miriam O’Sullivan - Sligo University Hospital
Siti Zubaidah Othman - Hospital Kuala Lumpur
Nadia Ouamara - Centre Hospitalier Régional de Metz-Thionville
Rachida Ouissa - Centre Hospitalier Universitaire Pointe-à-Pitre
Eric Oziol - Centre Hospitalier de Béziers
Maïder Pagadoy - Centre Hospitalier Universitaire de Besançon
Justine Pages - Inserm
Amanda Palacios - Mayo Clinic in Arizona
Massimo Palmarini - MRC University of Glasgow Centre for Virus Research
Giovanna Panarello - Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione
Prasan Kumar Panda - All India Institute of Medical Sciences Rishikesh
Lai Hui Pang - Hospital Sungai Buloh
Mauro Panigada - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico
Nathalie Pansu - Centre Hospitalier Universitaire de Montpellier
Aurélie Papadopoulos - Inserm
Paolo Parducci - University of Parma
Edwin Fernando Paredes Oña
Rachael Parke - Auckland City Hospital
Melissa Parker - McMaster University
Jérémie Pasquier - Centre Hospitalier Universitaire de Martinique
Bruno Pastene - Hôpital de la Timone
Fabian Patauner - University of Campania "Luigi Vanvitelli"
Drashti Patel - Terna Dental College and Hospital
Mohan Dass Pathmanathan - Ministry of Health
Luís Patrão - Centro Hospitalar Tondela-Viseu
Patricia Patricio - Hospital Beatriz Ângelo
Juliette Patrier - Hôpital Bichat-Claude-Bernard
Laura Patrizi - University of Parma
Lisa Patterson
Christelle Paul - Inserm
Mical Paul - Rambam Health Care Campus
Jorge Paulos - Hospital Curry Cabral
William A. Paxton - University of Liverpool
Jean-François Payen
Sandra L Peake - Monash University
Giles J. Peek - University of Florida
Florent Peelman
Nathan Peiffer-Smadja - Inserm
Vincent Peigne - Centre Hospitalier Métropole Savoie
Mare Pejkovska - Mount Sinai Hospital
Paolo Pelosi - Ospedale Policlinico San Martino
Ithan D. Peltan - Boston University
Rui Pereira - Hospital Curry Cabral
Daniel Perez - University of Cauca
Luis Periel - The Ohio State University
Thomas Perpoint - Hôpital Lyon Sud
Antonio Pesenti - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico
Vincent Pestre
Lenka Petrou - University Hospital Ostrava
Michele Petrovic - Humber River Regional Hospital
Ventzislava Petrov-Sanchez - Inserm
Frank Olav Pettersen - Oslo University Hospital
Gilles Peytavin - Inserm
Scott Pharand - Ottawa Hospital
Ooyanong Phonemixay - Participatory Development Training Centre
Soulichanya Phoutthavong
Michael Piagnerelli - Hôpital Civil de Charleroi
Walter Picard - Centre Hospitalier De Pau
Olivier Picone - Inserm
Maria de Piero - Maastricht University Medical Centre
Carola Pierobon - Centre Hospitalier Métropole Savoie
Djura Piersma - Medisch Spectrum Twente
Carlos Pimentel - Hospital Curry Cabral
Raquel Pinto - Hospital Curry Cabral
Valentine Piquard - Hôpital Bichat-Claude-Bernard
Catarina Pires - Hospital Curry Cabral
Isabelle Pironneau - Centre Hospitalier Universitaire de Poitiers
Lionel Piroth - Centre Hospitalier Universitaire Dijon Bourgogne
Roberta Pisi - University of Parma
Ayodhia Pitaloka - Surin Hospital
Chiara Piubelli - Ospedale Sacro Cuore Don Calabria
Riinu Pius - University of Edinburgh
Laurent Plantier - Centre Hospitalier Universitaire de Tours
Hon Shen Png - Hospital Kuala Lumpur
Julien Poissy - Centre Hospitalier Universitaire de Lille
Ryadh Pokeerbux - Hôpital Albert Calmette
Maria Pokorska-Spiewak
Sergio Poli - Mount Sinai Medical Center
Georgios Pollakis - University of Liverpool
Diane Ponscarme - Assistance Publique – Hôpitaux de Paris
Jolanta Popielska
Diego Bastos Porto
Andra-Maris Post - North Estonia Medical Centre
Douwe F. Postma - University Medical Center Groningen
Pedro Povoa - Hospital of St. Francis Xavier
Diana Póvoas - Hospital Curry Cabral
Jeff Powis - Toronto East General Hospital
Sofia Prapa - Sotiria General Hospital
Viladeth Praphasiri
Sébastien Preau - Centre Hospitalier Universitaire de Lille
Christian Prebensen - Akershus University Hospital
Jean-Charles Preiser
Anton Prinssen - Canisius-Wilhelmina Ziekenhuis
Mark G. Pritchard - University of Oxford
Gamage Dona Dilanthi Priyadarshani
Lucia Proença - Hospital de São José
Sravya Pudota - University Hospital Limerick
Oriane Puéchal - Inserm
Bambang Pujo Semedi
Matteo Puntoni - University of Parma
Gregory Purcell - St. James's Hospital
Luisa Quesada - Mount Sinai Medical Center
Vilmaris Quinones-Cardona - St. Christopher's Hospital for Children
Else Quist-Paulsen - Oslo University Hospital
Mohammed Quraishi - Presbyterian Hospital
Maia Rabaa
Christian Rabaud - Centre Hospitalier Universitaire de Nancy
Aldo Rafael - Baylor University Medical Center
Marie Rafiq - Hôpital Purpan
Gabrielle Ragazzo - Emory Healthcare
Mutia Rahardjani - Surin Hospital
Ahmad Kashfi Haji Ab Rahman
Rozanah Abd Rahman
Fernando Rainieri - Hospital de Clínicas "José de San Martín"
Nagarajan Ramakrishnan - Apollo Hospitals
José Ramalho - Hospital Curry Cabral
Ahmad Afiq Ramli - Hospital Sungai Buloh
Blandine Rammaert - Centre Hospitalier Universitaire de Poitiers
Grazielle Viana Ramos - Fundação Oswaldo Cruz
Anais Rampello - University of Parma
Rajavardhan Rangappa - Manipal Hospital
Ritika Ranjan - University Hospital Galway
Elena Ranza - University of Parma
Christophe Rapp - Hôpital américain de paris
Aasiyah Rashan
Thalha Rashan
Menaldi Rasmin
Indrek Rätsep - North Estonia Medical Centre
Cornelius Rau - University Medical Center Hamburg-Eppendorf
Francesco Rausa - University of Parma
Tharmini Ravi - Hospital Sungai Buloh
Andre Real
Stanislas Rebaudet - Hôpital Européen
Sarah Redl - Centre Hospitalier Agen - Nérac
Brenda Reeve - Brantford Energy
Liadain Reid - St. Vincent's University Hospital
Dag Henrik Reikvam - Oslo University Hospital
Renato Reis - Centro Hospitalar Lisboa Norte
Jordi Rello - Vall d'Hebron Institut de Recerca
Jonathan Remppis - University Children's Hospital Tübingen
Martine Remy
Hongru Ren - University of Manitoba
Hanna Renk - University Children's Hospital Tübingen
Anne-Sophie Resseguier - Centre hospitalier Emile Roux
Matthieu Revest - Centre Hospitalier Universitaire de Rennes
Oleksa Rewa - University of Alberta
Luis Felipe Reyes - Universidad de La Sabana
Tiago Reyes - Beth Israel Deaconess Medical Center
Maria Ines Ribeiro - Hospital do Espírito Santo
Antonia Ricchiuto - Università Cattolica del Sacro Cuore
David Richardson - Etobicoke General Hospital
Denise Richardson - University of Cincinnati
Laurent Richier - Centre Hospitalier Intercommunal de Villeneuve-Saint-Georges
Siti Nurul Atikah Ahmad Ridzuan - Hospital Sultanah Nur Zahirah
Jordi Riera - Vall d'Hebron Hospital Universitari
Ana L Rios - Centro Hospitalar de Vila Nova de Gaia
Asgar Rishu - Sunnybrook Health Science Centre
Patrick Rispal - Centre Hospitalier Agen - Nérac
Karine Risso - Centre Hospitalier Universitaire de Nice
Maria Angelica Rivera Nuñez - Hospital Universitario La Paz
Nicholas Rizer - University of Pennsylvania
Chiara Robba - Ospedale Policlinico San Martino
André Roberto - Hospital de São José
David L. Robertson - MRC University of Glasgow Centre for Virus Research
Olivier Robineau - Centre Hospitalier de Tourcoing
Ferran Roche-Campo - Hospital de Tortosa Virgen de la Cinta
Paola Rodari - Ospedale Sacro Cuore Don Calabria
Simão Rodeia - Hospital de São José
Julia Rodriguez Abreu
Bernhard Roessler - Medical University of Vienna
Claire Roger - Centre Hospitalier Universitaire de Nîmes
Pierre-Marie Roger
Emmanuel Roilides - Hippocration General Hospital
Amanda Rojek - Royal Melbourne Hospital
Juliette Romaru - Université de Reims Champagne-Ardenne
Roberto Roncon-Albuquerque - Hospital de São João
Mélanie Roriz - Centre Hospitalier Agen - Nérac
Manuel Rosa-Calatrava - Inserm
Michael Rose
Dorothea Rosenberger - University of Utah
Andrea Rossanese - Ospedale Sacro Cuore Don Calabria
Matteo Rossetti - Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione
Sandra Rossi - University of Parma
Bénédicte Rossignol - Inserm
Patrick Rossignol - Inserm
Stella Rousset - Hôpital Purpan
Carine Roy - Inserm
Benoît Roze - Centre Hospitalier Sainte-Anne
Desy Rusmawatiningtyas - Rumah Sakit Umum Pusat Dr. Sardjito
Clark D. Russell - Centre for Inflammation Research
Maeve Ryan - University Hospital Galway
Maria Ryan - University Hospital Limerick
Steffi Ryckaert - AZ Maria Middelares
Aleksander Rygh Holten - Oslo University Hospital
Isabela Saba - Mount Sinai Medical Center
Luca Sacchelli - University of Parma
Musharaf Sadat - King Abdulaziz Medical City
Valla Sahraei - Lions Gate Hospital
Nadia Saidani - Hôpital Laennec
Maximilien Saint-Gilles - Centre Hospitalier Universitaire de Nancy
Pranya Sakiyalak - Siriraj Hospital
Leonardo Salazar - Fundación Cardiovascular de Colombia
Gabriele Sales - Fondazione Ricerca Molinette
Stéphane Sallaberry - Centre Hospitalier Annecy Genevois
Charlotte Salmon Gandonniere - Centre Hospitalier Universitaire de Tours
Hélène Salvator - Hôpital Foch
Olivier Sanchez - Hôpital Européen Georges-Pompidou
Angel Sanchez-Miralles - Hospital Universitari Sant Joan D'Alacant
Vanessa Sancho-Shimizu - St Mary's Hospital
Gyan Sandhu - Unity Health Toronto
Zulfiqar Sandhu - Wexford General Hospital
Pierre-François Sandrine - Centre Hospitalier Universitaire de Martinique
Oana Sandulescu - Carol Davila University of Medicine and Pharmacy
Marlene Santos - Unity Health Toronto
Shirley Sarfo-Mensah - Ottawa Hospital
Bruno Sarmento Banheiro - Algarve Biomedical Center
Iam Claire E. Sarmiento - Northwell Health
Benjamine Sarton - Hôpital Purpan
Ankana Satya - Terna Dental College and Hospital
Sree Satyapriya - The Ohio State University
Rumaisah Satyawati
Egle Saviciute - University of Liverpool
Parthena Savvidou - Hippocration General Hospital
Yen Tsen Saw - Queen Elizabeth Hospital
Justin Schaffer - Heart Hospital Baylor Plano
Tjard Schermer - Gelre Hospitals
Arnaud Scherpereel - Hôpital Albert Calmette
Marion Schneider - Inserm
Stephan Schroll - Krankenhaus Barmherzige Brüder
Michael Schwameis - Medical University of Vienna
Gary Schwartz - Baylor Scott & White All Saints Medical Center
Brendan Scicluna
Janet T. Scott - MRC University of Glasgow Centre for Virus Research
James Scott-Brown - University of Edinburgh
Nicholas Sedillot
Tamara Seitz
Mageswari Selvarajoo - Hospital Sungai Buloh
Caroline Semaille - Inserm
Malcolm G. Semple - University of Liverpool
Rasidah Bt Senian - Hospital Kuala Lumpur
Eric Senneville - Centre Hospitalier de Tourcoing
Claudia Sepulveda - Instituto Nacional del Tórax
Filipa Sequeira - Instituto Politécnico de Leiria
Tânia Sequeira - Hospital Curry Cabral
Ary Serpa Neto - Monash University
Ellen Shadowitz - Sunnybrook Health Science Centre
Syamin Asyraf Shahidan - Hospital Kuala Lumpur
Mohammad Shamsah - Adan Hospital
Anuraj Shankar - Surin Hospital
Shaikh Sharjeel - Wexford General Hospital
Pratima Sharma - University of Michigan–Ann Arbor
Catherine A. Shaw - University of Edinburgh
Victoria Shaw - University of Liverpool
Rajesh Mohan Shetty - Manipal Hospital
Rohan Shetty - Terna Dental College and Hospital
Haixia Shi - The Ohio State University
Nisreen Shiban - Emory Healthcare
Mohiuddin Shiekh
Takuya Shiga - Tohoku University
Nobuaki Shime - Hiroshima University
Hiroaki Shimizu
Keiki Shimizu - Tokyo Metropolitan Tama Medical Center
Sally Shrapnel - University of Queensland
Hoi Ping Shum
Nassima Si Mohammed - Inserm
Ng Yong Siang
Jeanne Sibiude - Hôpital Louis-Mourier
Bountoy Sibounheuang - Participatory Development Training Centre
Atif Siddiqui - Grand River Hospital
Louise Sigfrid - University of Oxford
Piret Sillaots - North Estonia Medical Centre
Catarina Silva - Hospitais da Universidade de Coimbra
Maria Joao Silva - Centro Hospitalar do Porto
Rogério Silva - Administração Regional de Saúde de Lisboa e Vale do Tejo
Benedict Sim Lim Heng - Ministry of Health
Wai Ching Sin - Queen Mary Hospital
Dario Sinatti - Università Cattolica del Sacro Cuore
Budha Charan Singh - All India Institute of Medical Sciences Rishikesh
Punam Singh - University Hospital Waterford
Pompini Agustina Sitompul
Karisha Sivam - Hospital Sungai Buloh
Vegard Skogen - University Hospital of North Norway
Sue Smith
Benjamin Smood - University of Pennsylvania
Coilin Smyth - University Hospital Waterford
Michelle Smyth - St. Vincent's University Hospital
Morgane Snacken - Erasmus Hospital
Dominic So
Tze Vee Soh - Hospital Tengku Ampuan Afzan
Joshua Solomon - McGill University Health Centre
Tom Solomon - Health Protection Research Unit in Emerging and Zoonotic Infections at University of Liverpool
Emily Somers - University of Michigan–Ann Arbor
Agnès Sommet - Hôpital Larrey
Myung Jin Song - Seoul National University Bundang Hospital
Rima Song - Middlemore Hospital
Tae Song - University of Chicago
Jack Song Chia - University Hospital Galway
Michael Sonntagbauer - University Hospital Frankfurt
Azlan Mat Soom - Hospital Tuanku Ja’afar
Albert Sotto - Centre Hospitalier Universitaire de Nîmes
Edouard Soum
Ana Chora Sousa - Hospital do Espírito Santo
Marta Sousa - Centro Hospitalar Lisboa Norte
Maria Sousa Uva - Centro Hospitalar Lisboa Norte
Vicente Souza-Dantas - Hospital Universitário Clementino Fraga Filho
Alexandra Sperry - University of Pennsylvania
Elisabetta Spinuzza - Azienda Ospedaliera Universitaria Policlinico "Paolo Giaccone" di Palermo
B. P. Sanka Ruwan Sri Darshana
Shiranee Sriskandan - Imperial College London
Sarah Stabler - Centre Hospitalier Universitaire de Lille
Thomas Staudinger - Medical University of Vienna
Stephanie-Susanne Stecher - LMU Klinikum
Trude Steinsvik - Bærum Sykehus
Ymkje Stienstra - University Medical Center Groningen
Birgitte Stiksrud - Oslo University Hospital
Eva Stolz - Beaumont Hospital
Amy Stone - Cork University Hospital
Adrian Streinu-Cercel - National Research Development Institute for Animal Biology and Nutrition
Anca Streinu-Cercel - Carol Davila University of Medicine and Pharmacy
Ami Stuart - University of Utah
David Stuart - Wellcome Centre for Human Genetics
Richa Su
Decy Subekti - Surin Hospital
Gabriel Suen
Jacky Y. Suen - University of Queensland
Asfia Sultana - St Joseph's Health Centre
Charlotte Summers - University of Cambridge
Dubravka Supic - Connolly Hospital Blanchardstown
Deepashankari Suppiah - Sarawak General Hospital
Magdalena Surovcová - University Hospital Ostrava
Atie Suwarti - Surin Hospital
Andrey Svistunov - Sechenov University
Sarah Syahrin - Hospital Sungai Buloh
Konstantinos Syrigos - Sotiria General Hospital
Jaques Sztajnbok - Instituto de Infectologia Emílio Ribas
Konstanty Szuldrzynski
Shirin Tabrizi - McGill University Health Centre
Fabio S. Taccone - Erasmus Hospital
Lysa Tagherset - Inserm
Shahdattul Mawarni Taib - Hospital Kuala Lumpur
Ewa Talarek
Sara Taleb - Hamad General Hospital
Jelmer Talsma - Gelre Hospitals
Renaud Tamisier - Centre Hospitalier Universitaire de Grenoble
Maria Lawrensia Tampubolon
Kim Keat Tan - Hospital Sungai Buloh
Le Van Tan
Yan Chyi Tan - Hospital Sungai Buloh
Clarice Tanaka - Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo
Hiroyuki Tanaka - Kyoto Medical Center
Taku Tanaka - Nagoya University Hospital
Hayato Taniguchi - Yokohama City University Medical Center
Coralie Tardivon - Inserm
Pierre Tattevin - Centre Hospitalier Universitaire de Rennes
M Azhari Taufik - Fatmawati Hospital
Hassan Tawfik - University Hospital Galway
Richard S. Tedder - Public Health England
Tze Yuan Tee
João Teixeira - Hospital Curry Cabral
Sofia Tejada - Hospital Universitario Araba
Marie-Capucine Tellier - Inserm
Sze Kye Teoh - Hospital Raja Perempuan Zainab II
Vanessa Teotonio - Hospital Universitário Clementino Fraga Filho
François Téoulé - Inserm
Pleun Terpstra - Gelre Hospitals
Olivier Terrier - Inserm
Nicolas Terzi - Centre Hospitalier Universitaire de Grenoble
Hubert Tessier-Grenier - Centre Hospitalier de l’Université de Montréal
Adrian Tey - University Hospital Limerick
Alif Adlan Mohd Thabit - Hospital Sungai Buloh
Zhang Duan Tham - Hospital Kuala Lumpur
Suvintheran Thangavelu - Hospital Sungai Buloh
Vincent Thibault - Centre Hospitalier Universitaire de Rennes
Simon-Djamel Thiberville
Benoît Thill - Centre Hospitalier de Béziers
Jananee Thirumanickam - Hospital Sungai Buloh
Shaun Thompson - University of Nebraska Medical Center
David Thomson - Groote Schuur Hospital
Emma C. Thomson - MRC University of Glasgow Centre for Virus Research
Surain Raaj Thanga Thurai - Hospital Sungai Buloh
Duong Bich Thuy - Hospital for Tropical Diseases
Ryan S. Thwaites - Imperial College London
Andrea Ticinesi - University of Parma
Paul Tierney - Tallaght University Hospital
Vadim Tieroshyn - Luhansk State Medical University
Peter S Timashev - Sechenov University
Jean-François Timsit - Inserm
Noémie Tissot - Centre Hospitalier Universitaire de Besançon
Jordan Zhien Yang Toh - Hospital Kuala Lumpur
Maria Toki - Sotiria General Hospital
Kristian Tonby - Oslo University Hospital
Sia Loong Tonnii - Sarawak General Hospital
Marta Torre
Antoni Torres - Hospital Clínic de Barcelona
Margarida Torres - Hospital Curry Cabral
Rosario Maria Torres Santos-Olmo - Hospital Universitario La Paz
Hernando Torres-Zevallos - International Potato Center
Michael Towers - Beaumont Hospital
Tony Trapani - Albury Wodonga Health
Huynh Trung Trieu - Hospital for Tropical Diseases
Théo Trioux - Inserm
Cécile Tromeur - Centre Hospitalier Régional Universitaire de Brest
Ioannis Trontzas - Sotiria General Hospital
Tiffany Trouillon - Centre Hospitalier Universitaire de Saint-Étienne
Jeanne Truong - Assistance Publique – Hôpitaux de Paris
Christelle Tual - Inserm
Sarah Tubiana - Inserm
Helen Tuite - University Hospital Galway
Alexis F. Turgeon - Hôpital de l'Enfant-Jésus
Jean-Marie Turmel - Centre Hospitalier Universitaire de Martinique
Lance C. W. Turtle
Anders Tveita - Bærum Sykehus
Pawel Twardowski
Makoto Uchiyama - Legacy Emanuel Medical Center
PG Ishara Udayanga
Andrew Udy - Monash University
Roman Ullrich - Medical University of Vienna
Alberto Uribe - The Ohio State University
Asad Usman - University of Pennsylvania
Timothy M. Uyeki
Cristinava Vajdovics - University Hospital Kerry
Piero Valentini - Università Cattolica del Sacro Cuore
Luís Val-Flores - Hospital Curry Cabral
Amélie Valran - Centre Hospitalier Annecy Genevois
Ilaria Valzano - University of Parma
Stijn Van de Velde
Marcel van den Berge
Machteld Van der Feltz
Job van der Palen
Paul van der Valk
Nicky Van Der Vekens
Peter Van der Voort
Sylvie Van Der Werf
Laura van Gulik
Jarne Van Hattem
Carolien van Netten
Frank van Someren Greve
Gitte Van Twillert
Ilonka van Veen
Hugo Van Willigen
Noémie Vanel - Inserm
Henk Vanoverschelde - AZ Maria Middelares
Pooja Varghese - St. Vincent's University Hospital
Michael Varrone - Northwell Health
Shoban Raj Vasudayan - Hospital Tuanku Ja’afar
Charline Vauchy - Centre Hospitalier Universitaire de Besançon
Shaminee Veeran - Hospital Sungai Buloh
Aurélie Veislinger - Inserm
Sebastian Vencken - St. Vincent's University Hospital
Sara Ventura - Hospital de São José
Annelies Verbon - Erasmus University Rotterdam
James Vickers - University of Oxford
José Ernesto Vidal - Instituto de Infectologia Emílio Ribas
César Vieira - Hospital Curry Cabral
Joy Ann Villanueva - Hamad General Hospital
Judit Villar - Hospital Del Mar
Pierre-Marc Villeneuve - Grey Nuns Community Hospital
Andrea Villoldo - Hospital Italiano La Plata
Nguyen Van Vinh Chau
Gayatri Vishwanathan - Terna Dental College and Hospital
Benoit Visseaux - Inserm
Hannah Visser - Beatrix Kinderziekenhuis
Chiara Vitiello - Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione
Manivanh Vongsouvath - Participatory Development Training Centre
Harald Vonkeman - Medisch Spectrum Twente
Fanny Vuotto - Centre Hospitalier Universitaire de Lille
Noor Hidayu Wahab - Hospital Kuala Lumpur
Suhaila Abdul Wahab
Nadirah Abdul Wahid - Hospital Sungai Buloh
Marina Wainstein - Academia Nacional de Ciencias de Bolivia
Steve Webb
Jia Wei - Open Data Institute
Katharina Weil - Düsseldorf University Hospital
Tan Pei Wen - Hospital Tuanku Ja’afar
Sanne Wesselius - Sint Franciscus Gasthuis
T. Eoin West - University of Washington Medical Center
Murray Wham - MRC Institute of Genetics and Molecular Medicine
Bryan Whelan - Sligo University Hospital
Paul Henri Wicky - Hôpital Bichat-Claude-Bernard
Aurélie Wiedemann - Inserm
Surya Otto Wijaya
Keith Wille - University of Alabama at Birmingham Hospital
Sue Willems - Royal Columbian Hospital
Patricia J Williams - Monash University
Virginie Williams - Hôpital du Sacré-Cœur de Montréal
Evert-Jan Wils
Ng Wing Yiu - Queen Elizabeth Hospital
Calvin Wong - Universitair Ziekenhuis Brussel
Teck Fung Wong - Sarawak General Hospital
Yew Sing Wong - Hospital Sungai Buloh
Natalie Wright - St Bernard's Hospital
Gan Ee Xian - Hospital Kuala Lumpur
Lim Saio Xian - Hospital Pulau Pinang
Kuan Pei Xuan
Ioannis Xynogalas - Sotiria General Hospital
Sophie Yacoub - Hospital for Tropical Diseases
Siti Rohani Binti Mohd Yakop - Hospital Kuala Lumpur
Masaki Yamazaki - Kyoto Prefectural University of Medicine
Elizabeth Yarad - Monash University
Yazdan Yazdanpanah - Inserm
Nicholas Yee Liang Hing - Hospital Kuala Lumpur
Cécile Yelnik - Hôpital Albert Calmette
Chian Hui Yeoh - Hospital Sultanah Bahiyah
Stephanie Yerkovich - University of Queensland
Touxiong Yiaye
Toshiki Yokoyama - Sendai Kousei Hospital
Hodane Yonis - Hôpital Nord
Obada Yousif - Wexford General Hospital
Saptadi Yuliarto - RSUD Prof. Dr. Saiful Anwar Malang
Akram Zaaqoq - Washington Hospital
Marion Zabbe
Gustavo E Zabert - National University of Comahue
Kai Zacharowski - University Hospital Frankfurt
Masliza Zahid - Sultanah Aminah Hospital
Maram Zahran - Rambam Health Care Campus
Nor Zaila Binti Zaidan - Malacca General Hospital
Maria Zambon - Public Health England
Miguel Zambrano - Instituto Nacional del Tórax
Alberto Zanella - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico
Konrad Zawadka
Nurul Zaynah - Hospital Kuala Lumpur
Hiba Zayyad - Poriya Medical Center
Alexander Zoufaly
David Zucman - Hôpital Foch
Publication Details: Scientific Reports, Vol.14(1)
Publisher: Nature Research
Identifiers: 991006163017702656
Language: English
Resource Type: Journal article