ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19
Authors:   ISARIC Clinical Characterization Group, Abbas Ali , Abdukahil Sheryl Ann , Abdulkadir Nurul Najmee , Abe Ryuzo , Abel Laurent , Absil Lara , Jabal Kamal Abu , Zayyad Hiba Abu , Acharya Subhash , Acker Andrew , Adachi Shingo , Adam Elisabeth , Adriano Enrico , Adrião Diana , Ageel Saleh Al , Ahmed Shakeel , Aiello Marina , Ainscough Kate , Airlangga Eka , Aisa Tharwat , Hssain Ali Ait , Tamlihat Younes Ait , Akimoto Takako , Akmal Ernita , Qasim Eman Al , Al-dabbous Tala , Al-Fares Abdulrahman , Alalqam Razi , Alberti Angela , Alegesan Senthilkumar , Alegre Cynthia , Alessi Marta , Alex Beatrice , Alexandre Kévin , Alfoudri Huda , Ali Adam , Ali Imran , Shah Naseem Ali , Sheikh Naseem Ali , 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 Séverine , Anthonidass Sivanesen , Antonelli Massimo , de Brito Carlos Alexandre Antunes , Anwar Kazi Rubayet , Apriyana Ardiyan , Arabi Yaseen , Aragao Irene , 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 , Asif Namra , Asim Mohammad , Assie Jean Baptiste , Asyraf Amirul , Atique Anika , Attanyake A. M. Udara Lakshan , Auchabie Johann , Aumaitre Hugues , Auvet Adrien , Axelsen Eyvind W. , Azemar Laurène , Azoulay Cecile , Bach Benjamin , Bachelet Delphine , Badr Claudine , Bævre-Jensen Roar , 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 , Battaglini Denise , Bauer Jules , Rincon Diego Fernando Bautista , Dow Denisse Bazan , Beane Abigail , Bedossa Alexandra , Bee Ker Hong , Begum Husna , Behilill Sylvie , Beiruti Karine , 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 , Sobrino José Luis Bernal , Bertoli Giulia , Bertolino Lorenzo , Bessis Simon , Betz Adam , Bevilcaqua Sybille , Bezulier Karine , Bhatt Amar , Bhavsar Krishna , Bianchi Isabella , Bianco Claudia , Bidin Farah Nadiah , Singh Moirangthem Bikram , Bin Humaid Felwa , Bin Kamarudin Mohd Nazlin , Bissuel François , Biston Patrick , Bitker Laurent , Bitton Jonathan , Blanco-Schweizer Pablo , Blier Catherine , Bloos Frank , Blot Mathieu , Blumberg Lucille , Boccia Filomena , Bodenes Laetitia , Bogaarts Alice , Bogaert Debby , Boivin Anne-Hélène , Bolze Pierre-Adrien , Bompart François , Bonelli Patrizia , Bonfasius Aurelius , Borges Diogo , Borie Raphaël , Bosse Hans Martin , Botelho-Nevers Elisabeth , Bouadma Lila , Bouchaud Olivier , Bouchez Sabelline , Bouhmani Dounia , Bouhour Damien , Bouiller Kévin , Bouillet Laurence , Bouisse Camile , Bounphiengsy Thipsavanh , Bountthasavong Latsaniphone , Boureau Anne-Sophie , Bourke John , Bouscambert Maude , Bousquet Aurore , Bouziotis Jason , Boxma Bianca , Boyer-Besseyre Marielle , Boylan Maria , Bozza Fernando Augusto , Braconnier Axelle , Braga Cynthia , Brandenburger Timo , Monteiro Filipa Brás , Brazzi Luca , Breen Dorothy , Breen Patrick , Brickell Kathy , Browne Alex , Browne Shaunagh , Brozzi Nicolas , Brunvoll Sonja Hjellegjerde , Brusse-Keizer Marjolein , Buchtele Nina , Buesaquillo Christian , Bugaeva Polina , Buisson Marielle , Buonsenso Danilo , Burhan Erlina , Burrell Aidan , Bustos Ingrid G. , Butnaru Denis , Cabie André , Cabral Susana , Caceres Eder , Cadoz Cyril , Callahan Mia , Calligy Kate , Calvache Jose Andres , Caminiti Caterina , Camões João , Campana Valentine , Campbell Paul , Campisi Josie , Canepa Cecilia , Cantero Mireia , Caraux-Paz Pauline , Cárcel Sheila , Cardellino Chiara Simona , Cardoso Filipa , Cardoso Filipe , Cardoso Nelson , Cardoso Sofia , Carelli Simone , Carlacci Francesca , Carlier Nicolas , Carmoi Thierry , Carney Gayle , Carqueja Inês , Carret Marie-Christine , Carrier François Martin , Carroll Ida , Carson Gail , Carvalho Leonor , Casanova Maire-Laure , Cascão Mariana , Casey Siobhan , Casimiro José , Cassandra Bailey , Castañeda Silvia , Castanheira Nidyanara , Castor-Alexandre Guylaine , Castrillón Henry , Castro Ivo , Catarino Ana , Catherine François-Xavier , Cattaneo Paolo , Cavalin Roberta , Cavalli Giulio Giovanni , Cavayas Alexandros , Ceccato Adrian , Cervantes-Gonzalez Minerva , Chair Anissa , Chakveatze Catherine , Chan Adrienne , Chand Meera , Auger Christelle Chantalat , Chapplain Jean-Marc , Chas Julie , Chatterjee Allegra , Chaudry Mobin , Iñiguez Jonathan Samuel Chávez , Chen Anjellica , Chen Yih-Sharng , Cheng Matthew Pellan , Cheret Antoine , Chetta Alfredo Antonio , Chiarabini Thibault , Chica Julian , Chidambaram Suresh Kumar , Tho Leong Chin , Chirouze Catherine , Chiumello Davide , Cho Hwa Jin , Cho Sung-Min , Cholley Bernard , Chommanam Danoy , Chopin Marie-Charlotte , Chow Ting Soo , Chow Yock Ping , Christy Nathaniel , Chua Hiu Jian , Chua Jonathan , Cidade Jose Pedro , Herreros José Miguel Cisneros , Citarella Barbara Wanjiru , Ciullo Anna , Clarke Emma , Clarke Jennifer , Granado Rolando Claure-Del , Clohisey Sara , Cobb Perren J. , Codan Cassidy , Cody Caitriona , Coelho Alexandra , Coles Megan , Colin Gwenhaël , Collins Michael , Colombo Sebastiano Maria , Combs Pamela , Connor Marie , Conrad Anne , Contreras Sofía , Conway Elaine , Cooke Graham S. , Copland Mary , Cordel Hugues , Corley Amanda , Cornelis Sabine , Cornet Alexander Daniel , Corpuz Arianne Joy , Cortegiani Andrea , Corvaisier Grégory , Costigan Emma , Couffignal Camille , Couffin-Cadiergues Sandrine , Courtois Roxane , Cousse Stéphanie , Cregan Rachel , D’Orleans Charles Crepy , Croonen Sabine , Crowl Gloria , Crump Jonathan , Cruz Claudina , Berm Juan Luis Cruz , Rojo Jaime Cruz , Csete Marc , Cucino Alberto , Cullen Ailbhe , Cummings Matthew , Curley Ger , Curley Gerard , Curlier Elodie , Curran Colleen , Custodio Paula , D’Amico Federico , D’Aragon Frédérick , D’Ortenzio Eric , da Silva Filipe Ana , Da Silveira Charlene , Dabaliz Al-Awwab , Dagens Andrew , Dahl John Arne , Dahly Darren , Dalton Heidi , Dalton Jo , Daly Seamus , Daneman Nick , Daniel Corinne , Dankwa Emmanuelle A , Dantas Jorge , de Boer Mark , de Loughry Gillian , de Mendoza Diego , De Montmollin Etienne , de Oliveira França Rafael Freitas , Oliveira Ana Isabel de Pinho , De Rosa Rosanna , De Rose Cristina , de Silva Thushan , de Vries Peter , Deacon Jillian , Dean David , Debard Alexa , DeBenedictis Bianca , Debray Marie-Pierre , DeCastro Nathalie , Dechert William , Deconninck Lauren , Decours Romain , Defous Eve , Delacroix Isabelle , Delaveuve Eric , Delavigne Karen , Delfos Nathalie M. , Deligiannis Ionna , Dell’Amore Andrea , Delmas Christelle , Delobel Pierre , Delsing Corine , Demonchy Elisa , Denis Emmanuelle , Deplanque Dominique , Depuydt Pieter , Desai Mehul , Descamps Diane , Desvallées Mathilde , Dewayanti Santi , Dhanger Pathik , Diallo Alpha , Diamantis Sylvain , Dias André , Dias Andrea , Diaz Juan Jose , Diaz Priscila , Diaz Rodrigo , Didier Kévin , Diehl Jean-Luc , Dieperink Wim , Dimet Jérôme , Dinot Vincent , Diop Fara , Diouf Alphonsine , Dishon Yael , Djossou Félix , Docherty Annemarie B. , Doherty Helen , Dondorp Arjen M , Dong Andy , Donnelly Christl A. , Donnelly Maria , Donohue Chloe , Donohue Sean , Donohue Yoann , Doran Peter , Dorival Céline , Douangdala Phouvieng , Douglas James Joshua , Douma Renee , Dournon Nathalie , Downer Triona , Downey Joanne , Downing Mark , Drake Tom , Driscoll Aoife , Dror Amiel A. , Dryden Murray , Fonseca Claudio Duarte , Dubee Vincent , Dubos François , Dubot-Pérès Audrey , Ducancelle Alexandre , Duculan Toni , Dudman Susanne , Duggal Abhijit , Dunand Paul , Dunning Jake , Duplaix Mathilde , Durante-Mangoni Emanuele , Durham Lucian , Dussol Bertrand , Duthoit Juliette , Duval Xavier , Dyrhol-Riise Anne Margarita , Ean Sim Choon , Echeverria-Villalobos Marco , Economopoulos Giorgio , Edelstein Michael , Egan Siobhan , Eggesbø Linn Margrete , Eira Carla , El Sanharawi Mohammed , Elapavaluru Subbarao , Elharrar Brigitte , Ellerbroek Jacobien , Ellingjord-Dale Merete , Eloy Philippine , Elshazly Tarek , Elyazar Iqbal , Enderle Isabelle , Endo Tomoyuki , Eng Chan Chee , Engelmann Ilka , Enouf Vincent , Epaulard Olivier , Escher Martina , Esperatti Mariano , Esperou Hélène , Esposito-Farese Marina , Estevão João ,   Long COVID India Etienne, Etienne Manuel , Ettalhaoui Nadia , Everding Anna Greti , Evers Mirjam , Fabre Isabelle , Fabre Marc , Faheem Amna , Fahy Arabella , Fairfield Cameron J. , Fakar Zul , Fareed Komal , Faria Pedro , Farooq Ahmed , Fateena Hanan , Fatoni Arie Zainul , Faure Karine , Favory Raphaël , Fayed Mohamed , Feely Niamh , Feeney Laura , Fernandes Jorge , Fernandes Marília Andreia , Fernandes Susana , Ferrand François-Xavier , Devouge Eglantine Ferrand , Ferrão Joana , Ferrari Carlo , Ferraz Mário , Ferreira Benigno , Ferreira Isabel , Ferreira Sílvia , Ferrer-Roca Ricard , Ferriere Nicolas , Ficko Céline , Figueiredo-Mello Claudia , Finlayson William , Fiorda Juan , Flament Thomas , Flateau Clara , Fletcher Tom , Florio Letizia Lucia , Flynn Brigid , Flynn Deirdre , Fogliazza Federica , Foley Claire , Foley Jean , Fomin Victor , Fonseca Tatiana , Fontela Patricia , Forsyth Simon , Foster Denise , Foti Giuseppe , Fourn Erwan , Fowler Robert A. , Fraher Marianne , Franch-Llasat Diego , Fraser Christophe , Fraser John F , Freire Marcela Vieira , Ribeiro Ana Freitas , French Craig , Friedrich Caren , Fritz Ricardo , Fry Stéphanie , Fuentes Nora , Fukuda Masahiro , Argin G , Gaborieau Valérie , Gaci Rostane , Gagliardi Massimo , Gagnard Jean-Charles , Gagné Nathalie , Gagneux-Brunon Amandine , Gaião Sérgio , Skeie Linda Gail , Gallagher Phil , Curto Elena Gallego , Gamble Carrol , Gani Yasmin , Garan Arthur , Garcia Rebekha , Barrio Noelia García , Garcia-Diaz Julia , Garcia-Gallo Esteban , Garimella Navya , Garofalo Federica , Garot Denis , Garrait Valérie , Gauli Basanta , Gault Nathalie , Gavin Aisling , Gavrylov Anatoliy , Gaymard Alexandre , Gebauer Johannes , Geraud Eva , Morlaes Louis Gerbaud , Germano Nuno , Ghisulal Praveen Kumar , Ghosn Jade , Giani Marco , Giaquinto Carlo , Gibson Jess , Gigante Tristan , Gilg Morgane , Gilroy Elaine , Giordano Guillermo , Girvan Michelle , Gissot Valérie , Gitaka Jesse , Giwangkancana Gezy , Glikman Daniel , Glybochko Petr , Gnall Eric , Goco Geraldine , Goehringer François , Goepel Siri , Goffard Jean-Christophe , Goh Jin Yi , Golob Jonathan , Gomes Rui , Gomez Kyle , Gómez-Junyent Joan , Gominet Marie , Gonçalves Bronner P. , Gonzalez Alicia , Gordon Patricia , Gorelik Yanay , Gorenne Isabelle , Goubert Laure , Goujard Cécile , Goulenok Tiphaine , Grable Margarite , Graf Jeronimo , Grandin Edward Wilson , Granier Pascal , Grasselli Giacomo , Grazioli Lorenzo , Green Christopher A. , Greene Courtney , Greenhalf William , Greffe Segolène , Grieco Domenico Luca , Griffee Matthew , Griffiths Fiona , Grigoras Ioana , Groenendijk Albert , Lordemann Anja Grosse , Gruner Heidi , Gu Yusing , Guarracino Fabio , Guedj Jérémie , Guego Martin , Guellec Dewi , Guerguerian Anne-Marie , Guerreiro Daniela , Guery Romain , Guillaumot Anne , Guilleminault Laurent , de Castro Maisa Guimarães , Guimard Thomas , Haalboom Marieke , Haber Daniel , Habraken Hannah , Hachemi Ali , Hackmann Amy , Hadri Nadir , Haidri Fakhir , Hakak Sheeba , Hall Adam , Hall Matthew , Halpin Sophie , Hameed Jawad , Hamer Ansley , Hamers Raph L. , Hamidfar Rebecca , Hammarström Bato , Hammond Terese , Han Lim Yuen , Haniffa Rashan , Hao Kok Wei , Hardwick Hayley , Harrison Ewen M. , Harrison Janet , Harrison Samuel Bernard Ekow , Hartman Alan , Hasan Mohd Shahnaz , Hashmi Junaid , Hashmi Madiha , Hayes Ailbhe , Hays Leanne , Heerman Jan , Heggelund Lars , Hendry Ross , Hennessy Martina , Henriquez-Trujillo Aquiles , Hentzien Maxime , Hernandez-Montfort Jaime , Herr Daniel , Hershey Andrew , Hesstvedt Liv , Hidayah Astarini , Higgins Dawn , Higgins Eibhilin , Hinchion Rita , Hinton Samuel , Hiraiwa Hiroaki , Hirkani Haider , Hitoto Hikombo , Ho Antonia , Ho Yi Bin , Hoctin Alexandre , Hoffmann Isabelle , Hoh Wei Han , Hoiting Oscar , Holt Rebecca , Holter Jan Cato , Horby Peter , Horcajada Juan Pablo , Hoshino Koji , Hoshino Kota , Houas Ikram , Hough Catherine L. , Houltham Stuart , Hsu Jimmy Ming-Yang , Hulot Jean-Sébastien , Huo Stella , Hussain Iqbal , Ijaz Samreen , Illes Hajnal-Gabriela , Imbert Patrick , Imran Mohammad , Sikander Rana Imran , Imtiaz Aftab , Inácio Hugo , Dominguez Carmen Infante , Ing Yun Sii , Iosifidis Elias , Ippolito Mariachiara , Isgett Sarah , Isidoro Tiago , Ismail Nadiah , Isnard Margaux , Istre Mette Stausland , Itai Junji , Ito Asami , Ivulich Daniel , Jaafar Danielle , Jaafoura Salma , Jabot Julien , Jackson Clare , Jamieson Nina , Jaquet Pierre , Jassat Waasila , Jaud-Fischer Coline , Jaureguiberry Stéphane , Javidfar Jeffrey , Jaworsky Denise , Jego Florence , Jelani Anilawati Mat , Jenum Synne , Jimbo-Sotomayor Ruth , Joe Ong Yiaw , García Ruth N. Jorge , Jørgensen Silje Bakken , Joseph Cédric , Joseph Mark , Joshi Swosti , Jourdain Mercé , Jouvet Philippe , June Jennifer , Jung Anna , Jung Hanna , Juzar Dafsah , Kafif Ouifiya , Kaguelidou Florentia , Kaisbain Neerusha , Kaleesvran Thavamany , Kali Sabina , Kalicinska Alina , Kalleberg Karl Trygve , Kalomoiri Smaragdi , Kamaluddin Muhammad Aisar Ayadi , Kamaruddin Zul Amali Che , Kamarudin Nadiah , Kamineni Kavita , Kandamby Darshana Hewa , Kandel Chris , Kang Kong Yeow , Kanwal Darakhshan , Kanyawati Dyah , Karpayah Pratap , Karsies Todd , Kartsonaki Christiana , Kasugai Daisuke , Kataria Anant , Katz Kevin , Kaur Aasmine , Kawasaki Tatsuya , Kay Christy , Keane Hannah , Keating Seán , Kedia Pulak , Kelly Andrea , Kelly Aoife , Kelly Claire , Kelly Niamh , Kelly Sadie , Kelly Yvelynne , Kelsey Maeve , Kennedy Ryan , Kennon Kalynn , Keomany Sommay , Kernan Maeve , Kerroumi Younes , Keshav Sharma , Kestelyn Evelyne , Khalid Imrana , Khalid Osama , Khalil Antoine , Khan Coralie , Khan Irfan , Khan Quratul Ain , Khanal Sushil , Khatak Abid , Khawaja Amin , Kherajani Krish , Kho Michelle E. , Khoo Denisa , Khoo Ryan , Khoo Saye , Khoso Nasir , Kiat Khor How , Kida Yuri , Kihuga Harrison , Kiiza Peter , Granerud Beathe Kiland , Kildal Anders Benjamin , Kim Jae Burm , Kimmoun Antoine , Kindgen-Milles Detlef , King Alexander , Kitamura Nobuya , Kjetland Eyrun Floerecke Kjetland , Klenerman Paul , Klont Rob , Bekken Gry Kloumann , Knight Stephen R , Kobbe Robin , Kodippily Chamira , Vasconcelos Malte Kohns , Koirala Sabin , Komatsu Mamoru ,   ISARIC Collaborator Korten, Korten Volkan , Kosgei Caroline , Kpangon Arsène , Krawczyk Karolina , Krishnan Sudhir , Krishnan Vinothini , Kruglova Oksana , Kumar Deepali , Kumar Ganesh , Kumar Mukesh , Vecham Pavan Kumar , Kuriakose Dinesh , Kurtzman Ethan , Kusumastuti Neurinda Permata , Kutsogiannis Demetrios , Kutsyna Galyna , Kyriakoulis Konstantinos , L’Her Erwan , Lachatre Marie , Lacoste Marie , Laffey John G. , Lagrange Marie , Laine Fabrice , Lairez Olivier , Lakhey Sanjay , Lalueza Antonio , Lambert Marc , Lamontagne François , Langelot-Richard Marie , Langlois Vincent , Lantang Eka Yudha , Lanza Marina , Laouénan Cédric , Laribi Samira , Lariviere Delphine , Lasry Stéphane , Lath Sakshi , Latif Naveed , Launay Odile , Laureillard Didier , Lavie-Badie Yoan , Law Andrew , Law Andy , Lawrence Cassie , Lawrence Teresa , Le Minh , Le Bihan Clément , Le Bris Cyril , Le Falher Georges , Le Fevre Lucie , Le Hingrat Quentin , Le Maréchal Marion , Le Mestre Soizic , Le Moal Gwenaël , Le Moing Vincent , Le Nagard Hervé , Le Turnier Paul , Leal Ema , Santos Marta Leal , Lee Biing Horng , Lee Heng Gee , Lee James , Lee Su Hwan , Lee Todd C. , Lee Yi Lin , Leeming Gary , Lefebvre Bénédicte , Lefebvre Laurent , Lefevre Benjamin , LeGac Sylvie , Lelievre Jean-Daniel , Lellouche François , Lemaignen Adrien , Lemee Véronique , Lemeur Anthony , Lemmink Gretchen , Lene Ha Sha , Lennon Jenny , León Rafael , Leone Marc , Leone Michela , Lepiller Quentin , Lescure François-Xavier , Lesens Olivier , Lesouhaitier Mathieu , Lester-Grant Amy , Letizia Andrew , Levy Bruno , Levy Yves , Levy-Marchal Claire , Lewandowska Katarzyna , Bassi Gianluigi Li , Liang Janet , Liaquat Ali , Liegeon Geoffrey , Lim Kah Chuan , Lim Wei Shen , Lima Chantre , Lina Bruno , Lina Lim , Lind Andreas , Lingad Maja Katherine , Lingas Guillaume , Lion-Daolio Sylvie , Lissauer Samantha , Liu Keibun , Livrozet Marine , Lizotte Patricia , Loforte Antonio , Lolong Navy , Loon Leong Chee , Lopes Diogo , Lopez-Colon Dalia , Loschner Anthony L. , Loubet Paul , Loufti Bouchra , Louis Guillame , Lourenco Silvia , Lovelace-Macon Lara , Low Lee Lee , Lowik Marije , Loy Jia Shyi , Lucet Jean Christophe , Bermejo Carlos Lumbreras , Luna Carlos M. , Lungu Olguta , Luong Liem , Luque Nestor , Luton Dominique , Lwin Nilar , Lyons Ruth , Maasikas Olavi , Mabiala Oryane , MacDonald Sarah , Machado Moïse , Macheda Gabriel , Sanchez Juan Macias , Madhok Jai , Madiha Hashmi , de la Calle Guillermo Maestro , Magara Jacob , Maglietta Giuseppe , Mahieu Rafael , Mahy Sophie , Maia Ana Raquel , Maier Lars S. , Maillet Mylène , Maitre Thomas , Majori Maria , Malfertheiner Maximilian , Malik Nadia , Mallon Paddy , Maltez Fernando , Malvy Denis , Mammi Patrizia , Manda Victoria , Mandei Jose M. , Mandelbrot Laurent , Manetta Frank , Mankikian Julie , Manning Edmund , Manuel Aldric , Malaque Ceila Maria Sant’Ana , Marino Daniel , Marino Flávio , Markowicz Samuel , Eid Charbel Maroun , Marques Ana , Marquis Catherine , Marsh Brian , Marsh Laura , Marshal Megan , Marshall John , Martelli Celina Turchi , Martin Dori-Ann , Martin Emily , Martin-Blondel Guillaume , Martin-Loeches Ignacio , Martin-Quiros Alejandro , Martinelli Alessandra , Martinot Martin , Martins Ana , Martins João , Martins Nuno , Rego Caroline Martins , Martucci Gennaro , Martynenko Olga , Marwali Eva Miranda , Marzukie Marsilla , Jimenez Juan Fernado Masa , Maslove David , Mason Phillip , Mason Sabina , Masood Sobia , Nor Basri Mat , Matan Moshe , Fernandes Henrique Mateus , Mathew Meghena , Mathieu Daniel , Mattei Mathieu , Matulevics Romans , Maulin Laurence , Maxwell Michael , Maynar Javier , Mayxay Mayfong , Mazzoni Thierry , Mc Evoy Natalie , Mc Sweeney Lisa , McArthur Colin , McCarthy Aine , McCarthy Anne , McCloskey Colin , McConnochie Rachael , McDermott Sherry , McDonald Sarah E. , McElroy Aine , McElwee Samuel , McEneany Victoria , McGeer Allison , McKay Chris , McKeown Johnny , McLean Kenneth A. , McNally Paul , McNicholas Bairbre , McPartlan Elaine , Meaney Edel , Mear-Passard Cécile , Mechlin Maggie , Meher Maqsood , Mehkri Omar , Mele Ferruccio , Melo Luis , Memon Kashif , Mendes Joao , Menkiti Ogechukwu , Menon Kusum , Mentré France , Mentzer Alexander J. , Mercier Emmanuelle , Mercier Noémie , Merckx Antoine , Mergeay-Fabre Mayka , Mergler Blake , Merson Laura , Meschi Tiziana , Mesquita António , Meta Roberta , Metwally Osama , Meybeck Agnès , Meyer Dan , Meynert Alison M. , Meysonnier Vanina , Meziane Amina , Mezidi Mehdi , Michelagnoli Giuliano , Michelanglei Céline , Michelet Isabelle , Mihelis Efstathia , Mihnovit Vladislav , Miranda-Maldonado Hugo , Misnan Nor Arisah , Mohamed Nik Nur Eliza , Mohamed Tahira Jamal , Moin Asma , Molina David , Molinos Elena , Molloy Brenda , Mone Mary , Monteiro Agostinho , Montes Claudia , Montrucchio Giorgia , Moore Sarah , Moore Shona C. , Cely Lina Morales , Moro Lucia , Tutillo Diego Rolando Morocho , Morton Ben , Motherway Catherine , Motos Ana , Mouquet Hugo , Perrot Clara Mouton , Moyet Julien , Mudara Caroline , Mufti Aisha Kalsoom , Muh Ng Yong , Muhamad Dzawani , Mullaert Jimmy , Müller Fredrik , Müller Karl Erik , Munblit Daniel , Muneeb Syed , Munir Nadeem , Munshi Laveena , Murphy Aisling , Murphy Lorna , Murris Marlène , Murthy Srinivas , Musaab Himed , Mutti Carlotta , Muvindi Himasha , Muyandy Gugapriyaa , Myrodia Dimitra Melia , Mohd-Hanafiah Farah Nadia , Nagpal Dave , Narasimhan Mangala , Narayanan Nageswaran , Khan Rashid Nasim , Nazerali-Maitland Alasdair , Neant Nadège , Neb Holger , Necsoi Coca , Nekliudov Nikita A. , Nelwan Erni , Neto Raul , Neumann Emily , Neves Bernardo , Ng Pauline Yeung , Ng Wing Yiu , Nghi Anthony , Ngure Jane , Nguyen Duc , Choileain Orna Ni , Leathlobhair Niamh Ni , Nichol Alistair , Nitayavardhana Prompak , Nonas Stephanie , Noordin Nurul Amani Mohd , Noret Marion , Norharizam Nurul Faten Izzati , Norman Lisa , Notari Alessandra , Noursadeghi Mahdad , Nowicka Karolina , Nowinski Adam , Nseir Saad , Nunez Jose I. , Nurnaningsih Nurnaningsih , Nusantara Dwi Utomo , Nyamankolly Elsa , Nygaard Anders Benteson , Brien Fionnuala O. , Callaghan Annmarie O. , O’Callaghan Annmarie , O’Donnell Max , O’Halloran Sophie , O’Hearn Katie , O’Neil Conar , O’Shea Linda , O’Sullivan Miriam , Occhipinti Giovanna , OConnor Derbrenn , Ogston Tawnya , Ogura Takayuki , Oh Tak-Hyuk , Ohshimo Shinichiro , Oldakowska Agnieszka , Oliveira João , Oliveira Larissa , Olliaro Piero L. , Ong David S. Y. , Ong Jee Yan , Oosthuyzen Wilna , Opavsky Anne , Openshaw Peter , Orakzai Saijad , Orozco-Chamorro Claudia Milena , Orquera Andrés , Ortoleva Jamel , Osatnik Javier , Othman Siti Zubaidah , Otiku Paul , Ouamara Nadia , Ouissa Rachida , Owyang Clark , Oziol Eric , Pagadoy Maïder , Pages Justine , Palacios Amanda , Palacios Mario , Palmarini Massimo , Panarello Giovanna , Panda Prasan Kumar , Paneru Hem , Pang Lai Hui , Panigada Mauro , Pansu Nathalie , Papadopoulos Aurélie , Parducci Paolo , Oña Edwin Fernando Paredes , Parke Rachael , Parker Melissa , Parra Briseida , Parrini Vieri , Pasha Taha , Pasquier Jérémie , Pastene Bruno , Patauner Fabian , Patel Drashti , Pathmanathan Mohan Dass , Patrão Luís , Patricio Patricia , Patrier Juliette , Patrizi Laura , Patterson Lisa , Pattnaik Rajyabardhan , Paul Christelle , Paul Mical , Paulos Jorge , Paxton William A. , Payen Jean-François , Peariasamy Kalaiarasu , Jiménez Miguel Pedrera , Peek Giles J. , Peelman Florent , Peiffer-Smadja Nathan , Peigne Vincent , Pejkovska Mare , Pelosi Paolo , Peltan Ithan D. , Pereira Rui , Perez Daniel , Periel Luis , Perpoint Thomas , Pesenti Antonio , Pestre Vincent , Petrou Lenka , Petrov-Sanchez Ventzislava , Petrovic Michele , Pettersen Frank Olav , Peytavin Gilles , Pharand Scott , Phonemixay Ooyanong , Piagnerelli Michael , Picard Walter , Picone Olivier , de Piero Maria , Pierobon Carola , Piersma Djura , Pimentel Carlos , Pinto Raquel , Pires Catarina , Pironneau Isabelle , Piroth Lionel , Pisi Roberta , Pitaloka Ayodhia , Pius Riinu , Piva Simone , Plantier Laurent , Png Hon Shen , Poissy Julien , Pokeerbux Ryadh , Pokorska-Spiewak Maria , Poli Sergio , Pollakis Georgios , Ponscarme Diane , Popielska Jolanta , Porto Diego Bastos , Post Andra-Maris , Postma Douwe F. , Povoa Pedro , Póvoas Diana , Powis Jeff , Prapa Sofia , Praphasiri Viladeth , Preau Sébastien , Prebensen Christian , Preiser Jean-Charles , Prinssen Anton , Pritchard Mark G. , Priyadarshani Gamage Dona Dilanthi , Proença Lucia , Pudota Sravya , Puéchal Oriane , Semedi Bambang Pujo , Pulicken Mathew , Puntoni Matteo , Purcell Gregory , Quesada Luisa , Quinones-Cardona Vilmaris , González Víctor Quirós , Quist-Paulsen Else , Quraishi Mohammed , Rabaa Maia , Rabaud Christian , Rabindrarajan Ebenezer , Rafael Aldo , Rafiq Marie , Ragazzo Gabrielle , Rahardjani Mutia , Ab Rahman Ahmad Kashfi Haji , Rahman Rozanah Abd , Rahutullah Arsalan , Rainieri Fernando , Rajahram Giri Shan , Ramachandran Pratheema , Ramakrishnan Nagarajan , Ramanathan Kollengode , Ramli Ahmad Afiq , Rammaert Blandine , Ramos Grazielle Viana , Rampello Anais , Rana Asim , Rangappa Rajavardhan , Ranjan Ritika , Ranza Elena , Rapp Christophe , Rashan Aasiyah , Rashan Thalha , Rasheed Ghulam , Rasmin Menaldi , Rätsep Indrek , Rau Cornelius , Rausa Francesco , Ravi Tharmini , Raza Ali , Real Andre , Rebaudet Stanislas , Redl Sarah , Reeve Brenda , Rehman Attaur , Reid Liadain , Reikvam Dag Henrik , Reis Renato , Rello Jordi , Remppis Jonathan , Remy Martine , Ren Hongru , Renk Hanna , Resseguier Anne-Sophie , Revest Matthieu , Rewa Oleksa , Reyes Luis Felipe , Reyes Tiago , Ribeiro Maria Ines , Ricchiuto Antonia , Richardson David , Richardson Denise , Richier Laurent , Ridzuan Siti Nurul Atikah Ahmad , Riera Jordi , Rios Ana L. , Rishu Asgar , Rispal Patrick , Risso Karine , Nuñez Maria Angelica Rivera , Rizer Nicholas , Robba Chiara , Roberto André , Roberts Stephanie , Robertson David L. , Robineau Olivier , Roche-Campo Ferran , Rodari Paola , Rodeia Simão , Abreu Julia Rodriguez , Roessler Bernhard , Roger Claire , Roger Pierre-Marie , Roilides Emmanuel , Rojek Amanda , Romaru Juliette , Roncon-Albuquerque Roberto , Roriz Mélanie , Rosa-Calatrava Manuel , Rose Michael , Rosenberger Dorothea , Roslan Nurul Hidayah Mohammad , Rossanese Andrea , Rossetti Matteo , Rossi Sandra , Rossignol Bénédicte , Rossignol Patrick , Rousset Stella , Roy Carine , Roze Benoît , Rusmawatiningtyas Desy , Russell Clark D. , Ryan Maeve , Ryan Maria , Ryckaert Mazankowski Heart Institute , Ryckaert Steffi , Holten Aleksander Rygh , Saba Isabela , Sacchelli Luca , Sadaf Sairah , Sadat Musharaf , Sahraei Valla , Saidani Nadia , Saint-Gilles Maximilien , Sakiyalak Pranya , Salahuddin Nawal , Salazar Leonardo , Saleem Jodat , Saleh Nazal , Sales Gabriele , Sallaberry Stéphane , Gandonniere Charlotte Salmon , Salvator Hélène , Sanchez Olivier , Choez Xavier Sánchez , de Oliveira Kizy Sanchez , Sanchez-Miralles Angel , Sancho-Shimizu Vanessa , Sandhu Gyan , Sandhu Zulfiqar , Sandrine Pierre-François , Sandulescu Oana , Santos Marlene , Sarfo-Mensah Shirley , Banheiro Bruno Sarmento , Sarmiento Iam Claire E. , Sarton Benjamine , Satya Ankana , Satyapriya Sree , Satyawati Rumaisah , Saviciute Egle , Savvidou Parthena , Saw Yen Tsen , Schaffer Justin , Schermer Tjard , Scherpereel Arnaud , Schneider Marion , Schroll Stephan , Schwameis Michael , Schwartz Gary , Scott Janet T. , Scott-Brown James , Sedillot Nicholas , Seitz Tamara , Selvanayagam Jaganathan , Selvarajoo Mageswari , Semaille Caroline , Semple Malcolm G. , Senian Rasidah Bt , Senneville Eric , Sepulveda Claudia , Sequeira Filipa , Sequeira Tânia , Neto Ary Serpa , Balazote Pablo Serrano , Shadowitz Ellen , Shahidan Syamin Asyraf , Shamsah Mohammad , Shankar Anuraj , Sharjeel Shaikh , Sharma Pratima , Shaw Catherine A. , Shaw Victoria , Sheharyar Ashraf , Shetty Dr. Rajesh Mohan , Shetty Rohan , Shi Haixia , Shiban Nisreen , Shiekh Mohiuddin , Shiga Takuya , Shime Nobuaki , Shimizu Hiroaki , Shimizu Keiki , Shimizu Naoki , Shrapnel Sally , Shrestha Pramesh Sundar , Shrestha Shubha Kalyan , Shum Hoi Ping , Mohammed Nassima Si , Siang Ng Yong , Sibiude Jeanne , Sibounheuang Bountoy , Siddiqui Atif , Sigfrid Louise , Sillaots Piret , Silva Catarina , Silva Maria Joao , Silva Rogério , Heng Benedict Sim Lim , Sin Wai Ching , Sinatti Dario , 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 , Solberg Lene Bergendal , Solomon Joshua , Solomon Tom , Somers Emily , Sommet Agnès , Song Myung Jin , Song Rima , Song Tae , Chia Jack Song , Sonntagbauer Michael , Soom Azlan Mat , Søraas Arne , Søraas Camilla Lund , Sotto Alberto , Soum Edouard , Sousa Ana Chora , Sousa Marta , Uva Maria Sousa , Souza-Dantas Vicente , Sperry Alexandra , Spinuzza Elisabetta , Darshana B. P. Sanka Ruwan Sri , Sriskandan Shiranee , Stabler Sarah , Staudinger Thomas , Stecher Stephanie-Susanne , Steinsvik Trude , Stienstra Ymkje , Stiksrud Birgitte , Stolz Eva , Stone Amy , Streinu-Cercel Adrian , Streinu-Cercel Anca , Strudwick Samantha , Stuart Ami , Stuart David , Subekti Decy , Suen Gabriel , Suen Jacky Y. , Sultana Asfia , Summers Charlotte , Supic Dubravka , Suppiah Deepashankari , Surovcová Magdalena , Suwarti Suwarti , Svistunov Andrey A. , Syahrin Sarah , Syrigos Konstantinos , Sztajnbok Jaques , Szuldrzynski Konstanty , Tabrizi Shirin , Taccone Fabio S. , Tagherset Lysa , Taib Shahdattul Mawarni , Talarek Ewa , Taleb Sara , Talsma Jelmer , Tamisier Renaud , Tampubolon Maria Lawrensia , Tan Kim Keat , Tan Le Van , Tan Yan Chyi , Tanaka Clarice , Tanaka Hiroyuki , Tanaka Taku , Taniguchi Hayato , Taqdees Huda , Taqi Arshad , Tardivon Coralie , Tattevin Pierre , Taufik M Azhari , Tawfik Hassan , Tedder Richard S. , Tee Tze Yuan , Teixeira João , Tejada Sofia , Tellier Marie-Capucine , Teoh Sze Kye , Teotonio Vanessa , Téoulé François , Terpstra Pleun , Terrier Olivier , Terzi Nicolas , Tessier-Grenier Hubert , Tey Adrian , Thabit Alif Adlan Mohd , Thakur Anand , Tham Zhang Duan , Thangavelu Suvintheran , Thibault Vincent , Thiberville Simon-Djamel , Thill Benoît , Thirumanickam Jananee , Thompson Shaun , Thomson David , Thomson Emma C. , Thurai Surain Raaj Thanga , Thuy Duong Bich , Thwaites Ryan S. , Ticinesi Andrea , Tierney Paul , Tieroshyn Vadim , Timashev Peter S. , Timsit Jean-François , Vijayaraghavan Bharath Kumar Tirupakuzhi , Tissot Noémie , Toh Jordan Zhien Yang , Toki Maria , Tonby Kristian , Tonnii Sia Loong , Torres Antoni , Torres Margarida , Santos-Olmo Rosario Maria Torres , Torres-Zevallos Hernando , Towers Michael , Trapani Tony , Treoux Théo , Trieu Huynh Trung , Tromeur Cécile , Trontzas Ioannis , Trouillon Tiffany , Truong Jeanne , Tual Christelle , Tubiana Sarah , Tuite Helen , Turmel Jean-Marie , Turtle Lance C. W. , Tveita Anders , Twardowski Pawel , Uchiyama Makoto , Udayanga P G Ishara , Udy Andrew , Ullrich Roman , Uribe Alberto , Usman Asad , Uyeki Timothy M. , Vajdovics Cristinava , Val-Flores Luís , Valentini Piero , Valle Ana Luiza , Valran Amélie , Valzano Ilaria , Van de Velde Stijn , van den Berge Marcel , Van der Feltz Machteld , van der Palen Job , van der Valk Paul , Van Der Vekens Nicky , Van der Voort Peter , Van Der Werf Sylvie , van Dyk Marlice , van Gulik Laura , Van Hattem Jarne , van Netten Carolien , Van Twillert Gitte , van Veen Ilonka , Vanel Noémie , Vanoverschelde Henk , Varghese Pooja , Varrone Michael , Vasudayan Shoban Raj , Vauchy Charline , Veeran Shaminee , Veislinger Aurélie , Vencken Sebastian , Ventura Sara , Verbon Annelies , Vickers James , Vidal José Ernesto , Vieira César , Vijayan Deepak , Villanueva Joy Ann , Villar Judit , Villeneuve Pierre-Marc , Villoldo Andrea , Van Vinh Chau Nguyen , Vishwanathan Gayatri , Visseaux Benoit , Visser Hannah , Vitiello Chiara , Vongsouvath Manivanh , Vonkeman Harald , Vuotto Fanny , Wahab Noor Hidayu , Wahab Suhaila Abdul , Wahid Nadirah Abdul , Wainstein Marina , Shukeri Wan Fadzlina Wan Muhd , Wang Chih-Hsien , Webb Steve , 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 , Wong Calvin , Wong Teck Fung , Wong Xin Ci , Wong Yew Sing , Wright Natalie , Xian Gan Ee , Xian Lim Saio , Xuan Kuan Pei , Xynogalas Ioannis , Yacoub Sophie , Yakop Siti Rohani Binti Mohd , Yamazaki Masaki , Yazdanpanah Yazdan , Hing Nicholas Yee Liang , Yelnik Cécile , Yeoh Chian Hui , Yerkovich Stephanie , Yiaye Touxiong , 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 ,   The Western Australian COVID-19 Research Response, Garcia-Gallo Esteban , Merson Laura , Kennon Kalynn , Kelly Sadie , Citarella Barbara Wanjiru , Fryer Daniel Vidali , Shrapnel Sally , Lee James , Duque Sara , Fuentes Yuli V. , Balan Valeria , Smith Sue , Wei Jia , Gonçalves Bronner P. , Russell Clark D. , Sigfrid Louise , Dagens Andrew , Olliaro Piero L. , Baruch Joaquin , Kartsonaki Christiana , Dunning Jake , Rojek Amanda , Rashan Aasiyah , Beane Abi , Murthy Srinivas , Reyes Luis Felipe 
Published: July 2022

The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use.