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Roberto, Chiariello, Mario, Chieppa, Marcello, Chin, Lih-Shen, Chiong, Mario, Chiu, Gigi NC, Cho, Dong-Hyung, Cho, Ssang-Goo, Cho, William C, Cho, Yong-Yeon, Cho, Young-Seok, Choi, Augustine MK, Choi, Eui-Ju, Choi, Eun-Kyoung, Choi, Jayoung, Choi, Mary E, Choi, Seung-Il, Chou, Tsui-Fen, Chouaib, Salem, Choubey, Divaker, Choubey, Vinay, Chow, Kuan-Chih, Chowdhury, Kamal, Chu, Charleen T, Chuang, Tsung-Hsien, Chun, Taehoon, Chung, Hyewon, Chung, Taijoon, Chung, Yuen-Li, Chwae, Yong-Joon, Cianfanelli, Valentina, Ciarcia, Roberto, Ciechomska, Iwona A, Ciriolo, Maria Rosa, Cirone, Mara, Claerhout, Sofie, Clague, Michael J 
ORCID: 0000-0003-3355-9479, Claria, Joan, Clarke, Peter GH, Clarke, Robert, Clementi, Emilio, Cleyrat, Cedric, Cnop, Miriam, Coccia, Eliana M, Cocco, Tiziana, Codogno, Patrice, Coers, Joern, Cohen, Ezra EW, Colecchia, David, Coletto, Luisa, Coll, Nuria S, Colucci-Guyon, Emma, Comincini, Sergio, Condello, Maria, Cook, Katherine L, Coombs, Graham H, Cooper, Cynthia D, Cooper, J Mark, Coppens, Isabelle, Corasaniti, Maria Tiziana, Corazzari, Marco, Corbalan, Ramon, Corcelle-Termeau, Elisabeth, Cordero, Mario D, Corral-Ramos, Cristina, Corti, Olga, Cossarizza, Andrea, Costelli, Paola, Costes, Safia, Costes, Safia, Coto-Montes, Ana, Cottet, Sandra, Couve, Eduardo, Covey, Lori R, Cowart, L Ashley, Cox, Jeffery S, Coxon, Fraser P, Coyne, Carolyn B, Cragg, Mark S, Craven, Rolf J, Crepaldi, Tiziana, Crespo, Jose L, Criollo, Alfredo, Crippa, Valeria, Cruz, Maria Teresa, Cuervo, Ana Maria, Cuezva, Jose M, Cui, Taixing, Cutillas, Pedro R, Czaja, Mark J, Czyzyk-Krzeska, Maria F, Dagda, Ruben K, Dahmen, Uta, Dai, Chunsun, Dai, Wenjie, Dai, Yun, Dalby, Kevin N, Valle, Luisa Dalla, Dalmasso, Guillaume, D'Amelio, Marcello, Damme, Markus, Darfeuille-Michaud, Arlette, Dargemont, Catherine, Darley-Usmar, Victor M, Dasarathy, Srinivasan, Dasgupta, Biplab, Dash, Srikanta, Dass, Crispin R, Davey, Hazel Marie, Davids, Lester M, Davila, David, Davis, Roger J, Dawson, Ted M, Dawson, Valina L, Daza, Paula, de Belleroche, Jackie, de Figueiredo, Paul, Bressan Queiroz de Figueiredo, Regina Celia, de la Fuente, Jose, De Martino, Luisa, De Matteis, Antonella, De Meyer, Guido RY, De Milito, Angelo, De Santi, Mauro, de Souza, Wanderley, De Tata, Vincenzo, De Zio, Daniela, Debnath, Jayanta, Dechant, Reinhard, Decuypere, Jean-Paul, Deegan, Shane, Dehay, Benjamin, Del Bello, Barbara, Del Re, Dominic P, Delage-Mourroux, Regis, Delbridge, Lea MD, Deldicque, Louise, Delorme-Axford, Elizabeth, Deng, Yizhen, Dengjel, Joern, Denizot, Melanie, Dent, Paul, Der, Channing J, Deretic, Vojo, Derrien, Benoit, Deutsch, Eric, Devarenne, Timothy P, Devenish, Rodney J, Di Bartolomeo, Sabrina, Di Daniele, Nicola, Di Domenico, Fabio, Di Nardo, Alessia, Di Paola, Simone, Di Pietro, Antonio, Di Renzo, Livia, DiAntonio, Aaron, Diaz-Araya, Guillermo, Diaz-Laviada, Ines, Diaz-Meco, Maria T, Diaz-Nido, Javier, Dickey, Chad A, Dickson, Robert C, Diederich, Marc, Digard, Paul, Dikic, Ivan, Dinesh-Kumar, Savithrama P, Ding, Chan, Ding, Wen-Xing, Ding, Zufeng, Dini, Luciana, Distler, Joerg HW, Diwan, Abhinav, Djavaheri-Mergny, Mojgan, Dmytruk, Kostyantyn, Dobson, Renwick CJ, Doetsch, Volker, Dokladny, Karol, Dokudovskaya, Svetlana, Donadelli, Massimo, Dong, X Charlie, Dong, Xiaonan, Dong, Zheng, Donohue, Terrence M Jr, Doran, Kelly S, D'Orazi, Gabriella, Dorn, Gerald WII, Dosenko, Victor, Dridi, Sami, Drucker, Liat, Du, Jie, Du, Li-Lin, Du, Lihuan, du Toit, Andre, Dua, Priyamvada, Duan, Lei, Duann, Pu, Dubey, Vikash Kumar, Duchen, Michael R, Duchosal, Michel A, Duez, Helene, Dugail, Isabelle, Dumit, Veronica I, Duncan, Mara C, Dunlop, Elaine A, Dunn, William A Jr, Dupont, Nicolas, Dupuis, Luc, Duran, Raul V, Durcan, Thomas M, Duvezin-Caubet, Stephane, Duvvuri, Umamaheswar, Eapen, Vinay, Ebrahimi-Fakhari, Darius, Echard, Arnaud, Eckhart, Leopold, Edelstein, Charles L, Edinger, Aimee L, Eichinger, Ludwig, Eisenberg, Tobias, Eisenberg-Lerner, Avital, Eissa, N Tony, El-Deiry, Wafik S, El-Khoury, Victoria, Elazar, Zvulun, Eldar-Finkelman, Hagit, Elliott, Chris JH, Emanuele, Enzo, Emmenegger, Urban, Engedal, Nikolai, Engelbrecht, Anna-Mart, Engelender, Simone, Enserink, Jorrit M, Erdmann, Ralf, Erenpreisa, Jekaterina, Eri, Rajaraman, Eriksen, Jason L, Erman, Andreja, Escalante, Ricardo, Eskelinen, Eeva-Liisa, Espert, Lucile, Esteban-Martinez, Lorena, Evans, Thomas J, Fabri, Mario, Fabrias, Gemma, Fabrizi, Cinzia, Facchiano, Antonio, Faergeman, Nils J, Faggioni, Alberto, Fairlie, W Douglas, Fan, Chunhai, Fan, Daping, Fan, Jie, Fang, Shengyun, Fanto, Manolis, Fanzani, Alessandro, Farkas, Thomas, Faure, Mathias, Favier, Francois B, Fearnhead, Howard, Federici, Massimo, Fei, Erkang, Felizardo, Tania C, Feng, Hua, Feng, Yibin, Feng, Yuchen, Ferguson, Thomas A, Fernandez, Alvaro F, Fernandez-Barrena, Maite G, Fernandez-Checa, Jose C, Fernandez-Lopez, Arsenio, Fernandez-Zapico, Martin E, Feron, Olivier, Ferraro, Elisabetta, Ferreira-Halder, Carmen Verissima, Fesus, Laszlo, Feuer, Ralph, Fiesel, Fabienne C, Filippi-Chiela, Eduardo C, Filomeni, Giuseppe, Fimia, Gian Maria, Fingert, John H, Finkbeiner, Steven, Finkel, Toren, Fiorito, Filomena, Fisher, Paul B, Flajolet, Marc, Flamigni, Flavio, Florey, Oliver, Florio, Salvatore, Floto, R Andres, Folini, Marco, Follo, Carlo, Fon, Edward A, Fornai, Francesco, Fortunato, Franco, Fraldi, Alessandro, Franco, Rodrigo, Francois, Arnaud, Francois, Aurelie, Frankel, Lisa B, Fraser, Iain DC, Frey, Norbert, Freyssenet, Damien G, Frezza, Christian, Friedman, Scott L, Frigo, Daniel E, Fu, Dongxu, Fuentes, Jose M, Fueyo, Juan, Fujitani, Yoshio, Fujiwara, Yuuki, Fujiya, Mikihiro, Fukuda, Mitsunori, Fulda, Simone, Fusco, Carmela, Gabryel, Bozena, Gaestel, Matthias, Gailly, Philippe, Gajewska, Malgorzata, Galadari, Sehamuddin, Galili, Gad, Galindo, Inmaculada, Galindo, Maria F, Galliciotti, Giovanna, Galluzzi, Lorenzo, Galluzzi, Luca, Galy, Vincent, Gammoh, Noor, Gandy, Sam, Ganesan, Anand K, Ganesan, Swamynathan, Ganley, Ian G, Gannage, Monique, Gao, Fen-Biao, Gao, Feng, Gao, Jian-Xin, Garcia Nannig, Lorena, Vescovi, Eleonora Garcia, Garcia-Macia, Marina, Garcia-Ruiz, Carmen, Garg, Abhishek D, Garg, Pramod Kumar, Gargini, Ricardo, Gassen, Nils Christian, Gatica, Damian, Gatti, Evelina, Gavard, Julie, Gavathiotis, Evripidis, Ge, Liang, Ge, Pengfei, Ge, Shengfang, Gean, Po-Wu, Gelmetti, Vania, Genazzani, Armando A, Geng, Jiefei, Genschik, Pascal, Gerner, Lisa, Gestwicki, Jason E, Gewirtz, David A, Ghavami, Saeid, Ghigo, Eric, Ghosh, Debabrata, Giammarioli, Anna Maria, Giampieri, Francesca, Giampietri, Claudia, Giatromanolaki, Alexandra, Gibbings, Derrick J, Gibellini, Lara, Gibson, Spencer B, Ginet, Vanessa, Giordano, Antonio, Giorgini, Flaviano, Giovannetti, Elisa, Girardin, Stephen E, Gispert, Suzana, Giuliano, Sandy, Gladson, Candece L, Glavic, Alvaro, Gleave, Martin, Godefroy, Nelly, Gogal, Robert M Jr, Gokulan, Kuppan, Goldman, Gustavo H, Goletti, Delia, Goligorsky, Michael S, Gomes, Aldrin V, Gomes, Ligia C, Gomez, Hernando, Gomez-Manzano, Candelaria, Gomez-Sanchez, Ruben, Goncalves, Dawit AP, Goncu, Ebru, Gong, Qingqiu, Gongora, Celine, Gonzalez, Carlos B, Gonzalez-Alegre, Pedro, Gonzalez-Cabo, Pilar, Ana Gonzalez-Polo, Rosa, Goping, Ing Swie, Gorbea, Carlos, Gorbunov, Nikolai V, Goring, Daphne R, Gorman, Adrienne M, Gorski, Sharon M, Goruppi, Sandro, Goto-Yamada, Shino, Gotor, Cecilia, Gottlieb, Roberta A, Gozes, Illana, Gozuacik, Devrim, Graba, Yacine, Graef, Martin, Granato, Giovanna E, Grant, Gary Dean, Grant, Steven, Gravina, Giovanni Luca, Green, Douglas R, Greenhough, Alexander, Greenwood, Michael T, Grimaldi, Benedetto, Gros, Frederic, Grose, Charles, Groulx, Jean-Francois, Gruber, Florian, Grumati, Paolo, Grune, Tilman, Guan, Jun-Lin, Guan, Kun-Liang, Guerra, Barbara, Guillen, Carlos, Gulshan, Kailash, Gunst, Jan, Guo, Chuanyong, Guo, Lei, Guo, Ming, Guo, Wenjie, Guo, Xu-Guang, Gust, Andrea A, Gustafsson, Asa B, Gutierrez, Elaine, Gutierrez, Maximiliano G, Gwak, Ho-Shin, Haas, Albert, Haber, James E, Hadano, Shinji, Hagedorn, Monica, Hahn, David R, Halayko, Andrew J, Hamacher-Brady, Anne, Hamada, Kozo, Hamai, Ahmed, Hamann, Andrea, Hamasaki, Maho, Hamer, Isabelle, Hamid, Qutayba, Hammond, Ester M, Han, Feng, Han, Weidong, Handa, James T, Hanover, John A, Hansen, Malene, Harada, Masaru, Harhaji-Trajkovic, Ljubica, Harper, J Wade, Harrath, Abdel Halim, Harris, Adrian L, Harris, James, Hasler, Udo, Hasselblatt, Peter, Hasui, Kazuhisa, Hawley, Robert G, Hawley, Teresa S, He, Congcong, He, Cynthia Y, He, Fengtian, He, Gu, He, Rong-Rong, He, Xian-Hui, He, You-Wen, He, Yu-Ying, Heath, Joan K, Hebert, Marie-Josee, Heinzen, Robert A, Helgason, Gudmundur Vignir, Hensel, Michael, Henske, Elizabeth P, Her, Chengtao, Herman, Paul K, Hernandez, Agustin, Hernandez, Carlos, Hernandez-Tiedra, Sonia, Hetz, Claudio, Hiesinger, P Robin, Higaki, Katsumi, Hilfiker, Sabine, Hill, Bradford G, Hill, Joseph A, Hill, William D, Hino, Keisuke, Hofius, Daniel, Hofman, Paul, Hoeglinger, Guenter U, Hoehfeld, Joerg, Holz, Marina K, Hong, Yonggeun, Hood, David A, Hoozemans, Jeroen JM, Hoppe, Thorsten, Hsu, Chin, Hsu, Chin-Yuan, Hsu, Li-Chung, Hu, Dong, Hu, Guochang, Hu, Hong-Ming, Hu, Hongbo, Hu, Ming Chang, Hu, Yu-Chen, Hu, Zhuo-Wei, Hua, Fang, Hua, Ya, Huang, Canhua, Huang, Huey-Lan, Huang, Kuo-How, Huang, Kuo-Yang, Huang, Shile, Huang, Shiqian, Huang, Wei-Pang, Huang, Yi-Ran, Huang, Yong, Huang, Yunfei, Huber, Tobias B, Huebbe, Patricia, Huh, Won-Ki, Hulmi, Juha J, Hur, Gang Min, Hurley, James H, Husak, Zvenyslava, Hussain, Sabah NA, Hussain, Salik, Hwang, 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Kahiu, J, Hossain, N, Hosny, S, Patel, P, Handa, S, Kaushal, M, Kler, A, Reghuram, V, Tezas, S, Fairhurst, K, Yates, C, Mitchell, S, Bunni, J, Richards, S, George, R, Lee, SM, Phull, J, Frost, J, Burnard, S, Crowley, R, Airey, A, Bevan, K, Makin-Taylor, R, Ong, CS, Callan, R, Bloom, O, Aljanadi, F, Moawad, N, Jones, M, Gregg, A, Jeganathan, R, Pachl, M, Martin, B, Archer, JE, Odeh, A, Siddaiah, N, Singhal, R, Naumann, DN, Karandikar, S, Syed, A, Tucker, ON, Alam, R, Kalkat, M, Mak, JKC, Kulkarni, R, Sharma, N, Nankivell, P, Tirotta, F, Parente, A, Breik, O, Kisiel, A, Cato, LD, Saeed, S, Bhangu, A, Griffiths, E, Pathanki, AM, Ford, S, Desai, A, Almond, M, Kamal, M, Sundar, S, Leung, EYL, Kaur, R, Brett-Miller, C, Buruiana, FE, Markose, G, Rico, A De Gea, Taib, A, Myatt, D ORCID: 0000-0002-6404-3945, Khaled, A Sulaiman, Younis, F, Sultana, A, Taggarsi, M, Vitone, L, Lambert, J, Vaz, OP, Sarantitis, I, Shrestha, D, Timbrell, S, Shugaba, A, Quddus, B, Law, J, Bittar, MN, Creanga, M, 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Moscalu, A, Bhuvanakrishna, T, Bibby, L, Sinclair, M, Nahid, MAK, Williams, L, Basnyat, PS, Shrestha, AK, Kumaran, NK, Sambhwani, S, Sheikh, NA, Taylor, OM, Liew, I, Al-Sukaini, A, Mediratta, S, Saxena, D, Sgro, A, Rashid, MM, Milne, K, McIntyre, J, Akhtar, MA, Turnbull, A, Brunt, A, Stewart, KE, Wilson, MSJ, Rutherford, D, McGivern, K, Massie, E, Ho, M, Wade, RG, Johnstone, J, Bourke, G, Brunelli, A, Elkadi, H, Otify, M ORCID: 0000-0002-7884-8680, Pompili, C, Burke, JR, Bagouri, E, Chowdhury, M, Abual-Rub, Z, Kaufmann, A, Munot, S, Lo, T, Young, A, Kowal, M, Wall, J, Peckham-Cooper, A, Layton, GR, Karki, B, Jeong, H, Pankhania, S, Asher, S, Folorunso, A, Mistry, S, Singh, B, Winyard, J, Mangwani, J, Caruana, EJ, Mohammad, A, Acharya, M, Chandarana, K, Ang, K, Chowdhry, MF, Rathinam, S, Nakas, A, Boddy, A, Hossain, T, Ashmore, C, Annamalai, S, Kourdouli, A, Irvine, E, Al-Harbawi, A, Kassam, K, Al-Harbawee, A, Miller, A, Mair, M, Lunevicius, R, Sheel, ARG, Sundhu, M, Santini, AJA, Fathelbab, MSAT, Hussein, KMA, Nunes, QM ORCID: 0000-0002-7513-8595, Jones, RP, Shahzad, K, Haq, I, Baig, MMAS, Hughes, JL, Kattakayam, A, Rajput, K, Misra, N, Shah, SB, Clynch, AL, Georgopoulou, N ORCID: 0000-0002-1212-3185, Sharples, HM, Apampa, AA, Nzenwa, IC, Sud, A ORCID: 0000-0001-9134-3479, Harky, A ORCID: 0000-0001-5507-5841, Kirmani, BH, Shackcloth, M, Jenkinson, MD, Zakaria, R ORCID: 0000-0001-6826-2662, Elmoslemany, T, Millward, CP ORCID: 0000-0001-7727-1157, Baron, R, Dunne, D, Szatmary, P, Thomas, A, McNicol, F, Gahunia, S, Sochorova, D, Nita, GE, McKinney, R, Russ, J, Tan, JR, Harwood, R, Corbett, HJ, Rossborough, C, Skelly, BL, Bakri, NA Che, Nazarian, S, Vashisht, R, Jiao, L, Jawad, Z, Allan, AY, Kontovounisios, C, Grove, T, Warren, O, Fadel, MG, Chatzikonstantinou, M, Sorelli, P, Rahman, S, Hadjipavlou, M, Holbrook, C, Chong, C, Kufeji, D, Rufai, SR, Lloyd, IC, James, G, Chari, A, Silva, AHD, Stroman, L, Challacombe, B, Sayasneh, A, Najdy, M, Bille, A, Fraser, S, 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(2021)
Y Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score.
BRITISH JOURNAL OF SURGERY, 108 (11).
pp. 1274-1292.