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.

ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19 / Clinical Characterization Group, Isaric; 1, Esteban Garcia-Gallo; 2 3, Laura Merson; 4, Kalynn Kennon; 4, Sadie Kelly; 5, Barbara Wanjiru Citarella; 6, Daniel Vidali Fryer; 6 7, Sally Shrapnel; 5, James Lee; 1, Sara Duque; V Fuentes 1, Yuli; 5, Valeria Balan; 5, Sue Smith; 5, Jia Wei; P Gonçalves 5, Bronner; D Russell 8, Clark; 5, Louise Sigfrid; 5, Andrew Dagens; L Olliaro 5, Piero; 5, Joaquin Baruch; 5, Christiana Kartsonaki; 5, Jake Dunning; 5, Amanda Rojek; 9, Aasiyah Rashan; Beane 10, Abi; Murthy 11, Srinivas; Felipe Reyes 12 13, Luis; Abbas, Ali; Ann Abdukahil, Sheryl; Najmee Abdulkadir, Nurul; Abe, Ryuzo; Abel, Laurent; Absil, Lara; Abu Jabal, Kamal; Abu Zayyad, Hiba; Acharya, Subhash; Acker, Andrew; Adachi, Shingo; Adam, Elisabeth; Adriano, Enrico; Adrião, Diana; Al Ageel, Saleh; Ahmed, Shakeel; Aiello, Marina; Ainscough, Kate; Airlangga, Eka; Aisa, Tharwat; Ait Hssain, Ali; Ait Tamlihat, Younes; Akimoto, Takako; Akmal, Ernita; Al Qasim, Eman; 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; Ali Shah, Naseem; Ali Sheikh, Naseem; Enagnon Alidjnou, Kazali; Aliudin, Jeffrey; Alkhafajee, Qabas; Allavena, Clotilde; Allou, Nathalie; Altaf, Aneela; Alves, João; Melo Alves, João; Alves, Rita; Amaral, Maria; Amira, Nur; Ammerlaan, Heidi; Ampaw, Phoebe; Andini, Roberto; Andrejak, Claire; Angheben, Andrea; Angoulvant, François; Ansart, Séverine; Anthonidass, Sivanesen; Antonelli, Massimo; Alexandre Antunes de Brito, Carlos; Rubayet Anwar, Kazi; 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; Baptiste Assie, Jean; Asyraf, Amirul; Atique, Anika; M Udara Lakshan Attanyake, A; Auchabie, Johann; Aumaitre, Hugues; Auvet, Adrien; W Axelsen, Eyvind; Azemar, Laurène; Azoulay, Cecile; Bach, Benjamin; Bachelet, Delphine; Badr, Claudine; Bævre-Jensen, Roar; Baig, Nadia; Kenneth Baillie, J; Kevin Baird, J; Bak, Erica; Bakakos, Agamemnon; Abu Bakar, Nazreen; Bal, Andriy; Balakrishnan, Mohanaprasanth; Balan, Valeria; Bani-Sadr, Firouzé; Barbalho, Renata; Yuri Barbosa, Nicholas; S Barclay, Wendy; Umar Barnett, Saef; Barnikel, Michaela; Barrasa, Helena; Barrelet, Audrey; Barrigoto, Cleide; Bartoli, Marie; Bartone, Cheryl; Baruch, Joaquín; Bashir, Mustehan; Basmaci, Romain; Fadhli Hassin Basri, Muhammad; Battaglini, Denise; Bauer, Jules; Fernando Bautista Rincon, Diego; Bazan Dow, Denisse; Beane, Abigail; Bedossa, Alexandra; Hong Bee, Ker; Begum, Husna; Behilill, Sylvie; Beiruti, Karine; Beishuizen, Albertus; Beljantsev, Aleksandr; Bellemare, David; Beltrame, Anna; Amorim Beltrão, Beatriz; Beluze, Marine; Benech, Nicolas; Eric Benjiman, Lionel; Benkerrou, Dehbia; Bennett, Suzanne; Bento, Luís; Berdal, Jan-Erik; Bergeaud, Delphine; Bergin, Hazel; Luis Bernal Sobrino, José; Bertoli, Giulia; Bertolino, Lorenzo; Bessis, Simon; Betz, Adam; Bevilcaqua, Sybille; Bezulier, Karine; Bhatt, Amar; Bhavsar, Krishna; Bianchi, Isabella; Bianco, Claudia; Nadiah Bidin, Farah; Bikram Singh, Moirangthem; Bin Humaid, Felwa; Nazlin Bin Kamarudin, Mohd; 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; Martin Bosse, Hans; 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; Augusto Bozza, Fernando; Braconnier, Axelle; Braga, Cynthia; Brandenburger, Timo; Brás Monteiro, Filipa; Brazzi, Luca; Breen, Dorothy; Breen, Patrick; Brickell, Kathy; Browne, Alex; Browne, Shaunagh; Brozzi, Nicolas; Hjellegjerde Brunvoll, Sonja; Brusse-Keizer, Marjolein; Buchtele, Nina; Buesaquillo, Christian; Bugaeva, Polina; Buisson, Marielle; Buonsenso, Danilo; Burhan, Erlina; Burrell, Aidan; G Bustos, Ingrid; Butnaru, Denis; Cabie, André; Cabral, Susana; Caceres, Eder; Cadoz, Cyril; Callahan, Mia; Calligy, Kate; Andres Calvache, Jose; Caminiti, Caterina; Camões, João; Campana, Valentine; Campbell, Paul; Campisi, Josie; Canepa, Cecilia; Cantero, Mireia; Caraux-Paz, Pauline; Cárcel, Sheila; Simona Cardellino, Chiara; Cardoso, Filipa; Cardoso, Filipe; Cardoso, Nelson; Cardoso, Sofia; Carelli, Simone; Carlacci, Francesca; Carlier, Nicolas; Carmoi, Thierry; Carney, Gayle; Carqueja, Inês; Carret, Marie-Christine; Martin Carrier, François; 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; Giovanni Cavalli, Giulio; Cavayas, Alexandros; Ceccato, Adrian; Cervantes-Gonzalez, Minerva; Chair, Anissa; Chakveatze, Catherine; Chan, Adrienne; Chand, Meera; Chantalat Auger, Christelle; Chapplain, Jean-Marc; Chas, Julie; Chatterjee, Allegra; Chaudry, Mobin; Samuel Chávez Iñiguez, Jonathan; Chen, Anjellica; Chen, Yih-Sharng; Pellan Cheng, Matthew; Cheret, Antoine; Chetta, Alfredo Antonio; Chiarabini, Thibault; Chica, Julian; Kumar Chidambaram, Suresh; Chin Tho, Leong; Chirouze, Catherine; Chiumello, Davide; Jin Cho, Hwa; Cho, Sung-Min; Cholley, Bernard; Chommanam, Danoy; Chopin, Marie-Charlotte; Soo Chow, Ting; Ping Chow, Yock; Christy, Nathaniel; Jian Chua, Hiu; Chua, Jonathan; Pedro Cidade, Jose; Miguel Cisneros Herreros, José; Wanjiru Citarella, Barbara; Ciullo, Anna; Clarke, Emma; Clarke, Jennifer; Claure-Del Granado, Rolando; Clohisey, Sara; J Cobb, Perren; Codan, Cassidy; Cody, Caitriona; Coelho, Alexandra; Coles, Megan; Colin, Gwenhaël; Collins, Michael; Maria Colombo, Sebastiano; Combs, Pamela; Connor, Marie; Conrad, Anne; Contreras, Sofía; Conway, Elaine; S Cooke, Graham; Copland, Mary; Cordel, Hugues; Corley, Amanda; Cornelis, Sabine; Daniel Cornet, Alexander; Joy Corpuz, Arianne; Cortegiani, Andrea; Corvaisier, Grégory; Costigan, Emma; Couffignal, Camille; Couffin-Cadiergues, Sandrine; Courtois, Roxane; Cousse, Stéphanie; Cregan, Rachel; Crepy D'Orleans, Charles; Croonen, Sabine; Crowl, Gloria; Crump, Jonathan; Cruz, Claudina; Luis Cruz Berm, Juan; Cruz Rojo, Jaime; 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; Arne Dahl, John; Dahly, Darren; Dalton, Heidi; Dalton, Jo; Daly, Seamus; Daneman, Nick; Daniel, Corinne; A Dankwa, Emmanuelle; Dantas, Jorge; de Boer, Mark; de Loughry, Gillian; de Mendoza, Diego; De Montmollin, Etienne; Freitas de Oliveira França, Rafael; Isabel de Pinho Oliveira, Ana; 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; M Delfos, Nathalie; 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; Jose Diaz, Juan; Diaz, Priscila; Diaz, Rodrigo; Didier, Kévin; Diehl, Jean-Luc; Dieperink, Wim; Dimet, Jérôme; Dinot, Vincent; Diop, Fara; Diouf, Alphonsine; Dishon, Yael; Djossou, Félix; B Docherty, Annemarie; Doherty, Helen; M Dondorp, Arjen; Dong, Andy; A Donnelly, Christl; Donnelly, Maria; Donohue, Chloe; Donohue, Sean; Donohue, Yoann; Doran, Peter; Dorival, Céline; Douangdala, Phouvieng; Joshua Douglas, James; Douma, Renee; Dournon, Nathalie; Downer, Triona; Downey, Joanne; Downing, Mark; Drake, Tom; Driscoll, Aoife; A Dror, Amiel; Dryden, Murray; Duarte Fonseca, Claudio; 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 3rd, Lucian; Dussol, Bertrand; Duthoit, Juliette; Duval, Xavier; Margarita Dyrhol-Riise, Anne; Choon Ean, Sim; Echeverria-Villalobos, Marco; Economopoulos, Giorgio; Edelstein, Michael; Egan, Siobhan; Margrete Eggesbø, Linn; Eira, Carla; El Sanharawi, Mohammed; Elapavaluru, Subbarao; Elharrar, Brigitte; Ellerbroek, Jacobien; Ellingjord-Dale, Merete; Eloy, Philippine; Elshazly, Tarek; Elyazar, Iqbal; Enderle, Isabelle; Endo, Tomoyuki; Chee Eng, Chan; Engelmann, Ilka; Enouf, Vincent; Epaulard, Olivier; Escher, Martina; Esperatti, Mariano; Esperou, Hélène; Esposito-Farese, Marina; Estevão, João; Etienne, Manuel; Ettalhaoui, Nadia; Greti Everding, Anna; Evers, Mirjam; Fabre, Isabelle; Fabre, Marc; Faheem, Amna; Fahy, Arabella; J Fairfield, Cameron; Fakar, Zul; Fareed, Komal; Faria, Pedro; Farooq, Ahmed; Fateena, Hanan; Zainul Fatoni, Arie; Faure, Karine; Favory, Raphaël; Fayed, Mohamed; Feely, Niamh; Feeney, Laura; Fernandes, Jorge; Andreia Fernandes, Marília; Fernandes, Susana; Ferrand, François-Xavier; Ferrand Devouge, Eglantine; 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; Lucia Florio, Letizia; Flynn, Brigid; Flynn, Deirdre; Fogliazza, Federica; Foley, Claire; Foley, Jean; Fomin, Victor; Fonseca, Tatiana; Fontela, Patricia; Forsyth, Simon; Foster, Denise; Foti, Giuseppe; Fourn, Erwan; A Fowler, Robert; Fraher, Marianne; Franch-Llasat, Diego; Fraser, Christophe; F Fraser, John; Vieira Freire, Marcela; Freitas Ribeiro, Ana; 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; Gail Skeie, Linda; Gallagher, Phil; Gallego Curto, Elena; Gamble, Carrol; Gani, Yasmin; Garan, Arthur; Garcia, Rebekha; García Barrio, Noelia; 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; Gerbaud Morlaes, Louis; Germano, Nuno; Kumar Ghisulal, Praveen; 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; Yi Goh, Jin; Golob, Jonathan; Gomes, Rui; Gomez, Kyle; Gómez-Junyent, Joan; Gominet, Marie; P Gonçalves, Bronner; Gonzalez, Alicia; Gordon, Patricia; Gorelik, Yanay; Gorenne, Isabelle; Goubert, Laure; Goujard, Cécile; Goulenok, Tiphaine; Grable, Margarite; Graf, Jeronimo; Wilson Grandin, Edward; Granier, Pascal; Grasselli, Giacomo; Grazioli, Lorenzo; A Green, Christopher; Greene, Courtney; Greenhalf, William; Greffe, Segolène; Luca Grieco, Domenico; Griffee, Matthew; Griffiths, Fiona; Grigoras, Ioana; Groenendijk, Albert; Grosse Lordemann, Anja; Gruner, Heidi; Gu, Yusing; Guarracino, Fabio; Guedj, Jérémie; Guego, Martin; Guellec, Dewi; Guerguerian, Anne-Marie; Guerreiro, Daniela; Guery, Romain; Guillaumot, Anne; Guilleminault, Laurent; Guimarães de Castro, Maisa; 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; L Hamers, Raph; Hamidfar, Rebecca; Hammarström, Bato; Hammond, Terese; Yuen Han, Lim; Haniffa, Rashan; Wei Hao, Kok; Hardwick, Hayley; M Harrison, Ewen; Harrison, Janet; Bernard Ekow Harrison, Samuel; Hartman, Alan; Shahnaz Hasan, Mohd; 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; Bin Ho, Yi; Hoctin, Alexandre; Hoffmann, Isabelle; Han Hoh, Wei; Hoiting, Oscar; Holt, Rebecca; Cato Holter, Jan; Horby, Peter; Pablo Horcajada, Juan; Hoshino, Koji; Hoshino, Kota; Houas, Ikram; L Hough, Catherine; Houltham, Stuart; Ming-Yang Hsu, Jimmy; Hulot, Jean-Sébastien; Huo, Stella; Hussain, Iqbal; Ijaz, Samreen; Illes, Hajnal-Gabriela; Imbert, Patrick; Imran, Mohammad; Imran Sikander, Rana; Imtiaz, Aftab; Inácio, Hugo; Infante Dominguez, Carmen; Sii Ing, Yun; Iosifidis, Elias; Ippolito, Mariachiara; Isgett, Sarah; Isidoro, Tiago; Ismail, Nadiah; Isnard, Margaux; Stausland Istre, Mette; 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; Mat Jelani, Anilawati; Jenum, Synne; Jimbo-Sotomayor, Ruth; Yiaw Joe, Ong; N Jorge García, Ruth; Bakken Jørgensen, Silje; 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; Trygve Kalleberg, Karl; Kalomoiri, Smaragdi; Aisar Ayadi Kamaluddin, Muhammad; Amali Che Kamaruddin, Zul; Kamarudin, Nadiah; Kamineni, Kavita; Hewa Kandamby, Darshana; Kandel, Chris; Yeow Kang, Kong; 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; Ain Khan, Quratul; Khanal, Sushil; Khatak, Abid; Khawaja, Amin; Kherajani, Krish; E Kho, Michelle; Khoo, Denisa; Khoo, Ryan; Khoo, Saye; Khoso, Nasir; How Kiat, Khor; Kida, Yuri; Kihuga, Harrison; Kiiza, Peter; Kiland Granerud, Beathe; Benjamin Kildal, Anders; Burm Kim, Jae; Kimmoun, Antoine; Kindgen-Milles, Detlef; King, Alexander; Kitamura, Nobuya; Floerecke Kjetland Kjetland, Eyrun; Klenerman, Paul; Klont, Rob; Kloumann Bekken, Gry; R Knight, Stephen; Kobbe, Robin; Kodippily, Chamira; Kohns Vasconcelos, Malte; Koirala, Sabin; Komatsu, Mamoru; Korten, Volkan; Kosgei, Caroline; Kpangon, Arsène; Krawczyk, Karolina; Krishnan, Sudhir; Krishnan, Vinothini; Kruglova, Oksana; Kumar, Deepali; Kumar, Ganesh; Kumar, Mukesh; Kumar Vecham, Pavan; Kuriakose, Dinesh; Kurtzman, Ethan; Permata Kusumastuti, Neurinda; Kutsogiannis, Demetrios; Kutsyna, Galyna; Kyriakoulis, Konstantinos; L'Her, Erwan; Lachatre, Marie; Lacoste, Marie; G Laffey, John; Lagrange, Marie; Laine, Fabrice; Lairez, Olivier; Lakhey, Sanjay; Lalueza, Antonio; Lambert, Marc; Lamontagne, François; Langelot-Richard, Marie; Langlois, Vincent; Yudha Lantang, Eka; 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; Leal Santos, Marta; Horng Lee, Biing; Gee Lee, Heng; Lee, James; Hwan Lee, Su; C Lee, Todd; Lin Lee, Yi; Leeming, Gary; Lefebvre, Bénédicte; Lefebvre, Laurent; Lefevre, Benjamin; Legac, Sylvie; Lelievre, Jean-Daniel; Lellouche, François; Lemaignen, Adrien; Lemee, Véronique; Lemeur, Anthony; Lemmink, Gretchen; Sha Lene, Ha; 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; Li Bassi, Gianluigi; Liang, Janet; Liaquat, Ali; Liegeon, Geoffrey; Chuan Lim, Kah; Shen Lim, Wei; Lima, Chantre; Lina, Bruno; Lina, Lim; Lind, Andreas; Katherine Lingad, Maja; Lingas, Guillaume; Lion-Daolio, Sylvie; Lissauer, Samantha; Liu, Keibun; Livrozet, Marine; Lizotte, Patricia; Loforte, Antonio; Lolong, Navy; Chee Loon, Leong; Lopes, Diogo; Lopez-Colon, Dalia; L Loschner, Anthony; Loubet, Paul; Loufti, Bouchra; Louis, Guillame; Lourenco, Silvia; Lovelace-Macon, Lara; Lee Low, Lee; Lowik, Marije; Shyi Loy, Jia; Christophe Lucet, Jean; Lumbreras Bermejo, Carlos; M Luna, Carlos; Lungu, Olguta; Luong, Liem; Luque, Nestor; Luton, Dominique; Lwin, Nilar; Lyons, Ruth; Maasikas, Olavi; Mabiala, Oryane; Macdonald, Sarah; Machado, Mose; Macheda, Gabriel; Macias Sanchez, Juan; Madhok, Jai; Madiha, Hashmi; Maestro de la Calle, Guillermo; Magara, Jacob; Maglietta, Giuseppe; Mahieu, Rafael; Mahy, Sophie; Raquel Maia, Ana; S Maier, Lars; Maillet, Mylène; Maitre, Thomas; Majori, Maria; Malfertheiner, Maximilian; Malik, Nadia; Mallon, Paddy; Maltez, Fernando; Malvy, Denis; Mammi, Patrizia; Manda, Victoria; M Mandei, Jose; Mandelbrot, Laurent; Manetta, Frank; Mankikian, Julie; Manning, Edmund; Manuel, Aldric; Maria Sant'Ana Malaque, Ceila; Marino, Daniel; Marino, Flávio; Markowicz, Samuel; Maroun Eid, Charbel; Marques, Ana; Marquis, Catherine; Marsh, Brian; Marsh, Laura; Marshal, Megan; Marshall, John; Turchi Martelli, Celina; Martin, Dori-Ann; Martin, Emily; Martin-Blondel, Guillaume; Martin-Loeches, Ignacio; Martin-Quiros, Alejandro; Martinelli, Alessandra; Martinot, Martin; Martins, Ana; Martins, João; Martins, Nuno; Martins Rego, Caroline; Martucci, Gennaro; Martynenko, Olga; Miranda Marwali, Eva; Marzukie, Marsilla; Fernado Masa Jimenez, Juan; Maslove, David; Mason, Phillip; Mason, Sabina; Masood, Sobia; Mat Nor, Basri; Matan, Moshe; Mateus Fernandes, Henrique; 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; E McDonald, Sarah; Mcelroy, Aine; Mcelwee, Samuel; Mceneany, Victoria; Mcgeer, Allison; Mckay, Chris; Mckeown, Johnny; A McLean, Kenneth; 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; J Mentzer, Alexander; Mercier, Emmanuelle; Mercier, Noémie; Merckx, Antoine; Mergeay-Fabre, Mayka; Mergler, Blake; 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[10.1038/s41597-022-01534-9]

ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19

Marina Aiello;Caterina Caminiti;Francesca Carlacci;Alfredo Antonio Chetta;Giorgio Economopoulos;Carlo Ferrari;Federica Fogliazza;Maria Majori;Tiziana Meschi;Carlotta Mutti;Paolo Parducci;Roberta Pisi;Anais Rampello;Elena Ranza;Francesco Rausa;Luca Sacchelli;Andrea Ticinesi;Ilaria Valzano;
2022

Abstract

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.
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19 / Clinical Characterization Group, Isaric; 1, Esteban Garcia-Gallo; 2 3, Laura Merson; 4, Kalynn Kennon; 4, Sadie Kelly; 5, Barbara Wanjiru Citarella; 6, Daniel Vidali Fryer; 6 7, Sally Shrapnel; 5, James Lee; 1, Sara Duque; V Fuentes 1, Yuli; 5, Valeria Balan; 5, Sue Smith; 5, Jia Wei; P Gonçalves 5, Bronner; D Russell 8, Clark; 5, Louise Sigfrid; 5, Andrew Dagens; L Olliaro 5, Piero; 5, Joaquin Baruch; 5, Christiana Kartsonaki; 5, Jake Dunning; 5, Amanda Rojek; 9, Aasiyah Rashan; Beane 10, Abi; Murthy 11, Srinivas; Felipe Reyes 12 13, Luis; Abbas, Ali; Ann Abdukahil, Sheryl; Najmee Abdulkadir, Nurul; Abe, Ryuzo; Abel, Laurent; Absil, Lara; Abu Jabal, Kamal; Abu Zayyad, Hiba; Acharya, Subhash; Acker, Andrew; Adachi, Shingo; Adam, Elisabeth; Adriano, Enrico; Adrião, Diana; Al Ageel, Saleh; Ahmed, Shakeel; Aiello, Marina; Ainscough, Kate; Airlangga, Eka; Aisa, Tharwat; Ait Hssain, Ali; Ait Tamlihat, Younes; Akimoto, Takako; Akmal, Ernita; Al Qasim, Eman; 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; Ali Shah, Naseem; Ali Sheikh, Naseem; Enagnon Alidjnou, Kazali; Aliudin, Jeffrey; Alkhafajee, Qabas; Allavena, Clotilde; Allou, Nathalie; Altaf, Aneela; Alves, João; Melo Alves, João; Alves, Rita; Amaral, Maria; Amira, Nur; Ammerlaan, Heidi; Ampaw, Phoebe; Andini, Roberto; Andrejak, Claire; Angheben, Andrea; Angoulvant, François; Ansart, Séverine; Anthonidass, Sivanesen; Antonelli, Massimo; Alexandre Antunes de Brito, Carlos; Rubayet Anwar, Kazi; 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; 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