Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score

Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score / Bravo, L; Nepogodiev, D; Glasbey, Jc; Li, E; Simoes, Jff; Kamarajah, Sk; Picciochi, M; Abbott, Tef; Ademuyiwa, Ao; Arnaud, Ap; Agarwal, A; Brar, A; Elhadi, M; Mazingi, D; Cardoso, Vr; Lawday, S; Sayyed, R; Omar, Om; de la Madina, Ar; Slater, L; Venn, M; Gkoutos, G; Bhangu, A; Karwath, A; Siaw-Acheampong, K; Argus, L; Chaudhry, D; Dawson, Be; Gujjuri, Rr; Jones, Cs; Khatri, C; Keatley, Jm; Mann, H; Marson, Ej; Mclean, Ka; Taylor, Eh; Tiwari, A; Trout, Im; Venn, Ml; Wilkin, Rjw; Dajti, I; Gjata, A; Boccalatte, L; Modolo, Mm; Cox, D; Pockney, P; Townend, P; Aigner, F; Kronberger, I; Hossain, K; Vanramshorst, G; Lawani, I; Ataide, G; Baiocchi, G; Buarque, I; Gohar, M; Slavchev, M; Agarwal, A; Martin, J; Olivos, M; Calvache, J; Rivera, Cjp; Hadzibegovic, Ad; Kopjar, T; Mihanovic, J; Klat, J; Novysedlak, R; Christensen, P; El-Hussuna, A; Batista, S; Lincango, E; Emile, Sh; Mengesha, Mg; Hailu, S; Tamiru, H; Kauppila, J; Laukkarinen, J; Arnaud, A; Albertsmeiers, M; Lederhuber, H; Loffler, M; Tabiri, S; Metallidis, S; Tsoulfas, G; Lorena, Ma; Grecinos, G; Mersich, T; Wettstein, D; Ghosh, D; Kembuan, G; Brouk, P; Khosravi, M; Mozafari, M; Adil, A; Mohan, Hm; Zmora, O; Fiore, M; Gallo, G; Pata, F; Pellino, G; Satoi, S; Ayasra, F; Chaar, M; Fakhradiyev, Ir; Jamal, M; Gulla, A; Roslani, A; Martinez, L; De La Medina, Ar; Outani, O; Jonker, P; Kruijff, S; Noltes, M; Steinkamp, P; van der Plas, W; Ademuyiwa, A; Osinaike, B; Seyiolajide, J; Williams, E; Pejkova, S; Augestad, Km; Soreide, K; Al Balushi, Z; Qureshi, A; Daraghmeh, Ma; Abukhalaf, S; Cukier, M; Gomez, H; Shu, S; Vasquez, X; Parreno-Sacdalan, Md; Major, P; Azevedo, J; Cunha, M; Santos, I; Zarour, A; Bonci, Ea; Negoi, I; Efetov, S; Litvin, A; Ntirenganya, F; Alameer, E; Radenkovic, D; Xiang, Fkh; Hoe, Cm; Yong, Jnc; Moore, R; Nhlabathi, N; Colino, Rb; Bravo, Am; Jayarajah, U; Wickramasinghe, D; Elmujtaba, M; Jebril, W; Rutegard, M; Sund, M; Isik, A; Leventoglu, S; Benson, R; Caruna, E; Chakrabortee, S; Demetriades, A; Desai, A; Drake, Td; Edwards, Jg; Evans, Jp; Ford, S; Fotopoulou, C; Griffiths, E; Hutchinson, P; Jenkinson, Md; Khan, T; Knight, S; Kolias, A; Leung, E; Mckay, S; Norman, L; Ots, R; Raghavan, V; Roberts, K; Schache, A; Shaw, R; Shaw, K; Smart, N; Stewart, G; Sundar, S; Vimalchandran, D; Wright, N; Alshryda, S; Alser, O; Breen, K; Ganly, I; Kaafarani, H; Kendall, B; Mashbari, H; Al Naggar, H; Dajti, I; Valenzuela, Ji; Boccalatte, La; Gemelli, Na; Smith, De; Dudi-Venkata, Nn; Kroon, Hm; Sammour, T; Roberts, M; Mitchell, D; Lah, K; Pearce, A; Morton, A; Dawson, Ac; Drane, A; Sharpin, C; Nataraja, Rm; Pacilli, M; Cox, Dra; Muralidharan, V; Riddiough, Ge; Clarke, Em; Jamel, W; Qin, Kr; Pockney, P; Cope, D; Egoroff, N; Lott, N; Putnis, S; Ang, Z; Mitteregger, M; Uranitsch, S; Stiegler, M; Seitinger, G; Aigner, F; Lumenta, Db; Nischwitz, Sp; Richtig, E; Pau, M; Srekl-Filzmaier, P; Eibinger, N; Michelitsch, B; Fediuk, M; Papinutti, A; Seidel, G; Kahn, J; Cohnert, Tu; Messner, F; Ofner, D; Presl, J; Varga, M; Weitzendorfer, M; Emmanuel, K; Binder, Ad; Zimmermann, M; Holawe, S; Nkenke, E; Grimm, C; Kranawetter, M; Mitul, Ar; Islam, N; Karim, S; Komen, N; De Robels, S; Ang, E; De Praetere, H; Tollens, T; Schols, G; Smets, C; Haenen, L; Quintens, J; Van Belle, K; Van Ramshorst, Gh; Pattyn, P; Desender, L; Martens, T; Van de Putte, D; Lerut, P; Grimonprez, A; Janssen, M; De Smul, G; Wallaert, P; Van den Eynde, J; Oosterlinck, W; Van den Eynde, R; Sermon, A; Boeckxstaens, A; Cordonnier, A; De Coster, J; Jaekers, J; Politis, C; Miserez, M; Duchateau, N; De Gheldere, C; Flamey, N; Christiano, A; Guidi, B; Minussi, Al; Castro, S; Okoba, W; Maldonado, Fhr; Oliveira, P; Baldasso, T; Santos, L; Gomes, Gma; Buarque, Il; Pol-Fachin, L; Bezerra, Ts; Barros, Av; da Silva, Amr; Leite, Als; Silvestre, Dwa; Ferro, Cc; Araujo, Ms; Lopes, Lm; Damasceno, Pd;