Bravo, LauraNepogodiev, DmitriGlasbey, James C.Li, ElizabethSimoes, Joana F. F.Kamarajah, Sivesh K.Mazingi, D.2025-05-102025-05-1020210007-13231365-216810.1093/bjs/znab1832-s2.0-85113431484https://doi.org/10.1093/bjs/znab183https://hdl.handle.net/20.500.14720/8052Manatakis, Dimitrios K./0000-0002-1263-8488; Obeidat, Khaled/0000-0003-2685-1009; Gianni', Aldo Bruno/0000-0002-5983-9674; Angelou, Dimitrios/0000-0002-8653-3742; Alconchel, Felipe/0000-0002-5483-0312; Ashmore, Christopher/0000-0003-0244-5241; El-Kassas, Mohamed/0000-0002-3396-6894; Godinho, Manuel/0000-0003-4845-7715; Seiberth, Rose/0000-0002-9051-6224; Litta, Francesco/0000-0003-1415-621X; Garces-Albir, Marina/0000-0001-9474-6521; Egglestone, Anthony/0000-0002-4451-8552; Faria, Carlos Silva/0000-0002-8470-152X; Yalkin, Omer/0000-0003-0311-5885; Isik, Arda/0000-0001-9493-4055; Rojas-Ticona, Javier/0000-0003-4168-5280; Jenkinson, Michael/0000-0003-4587-2139; Wade, Ryckie/0000-0001-8365-6547; Tierney, Sean/0000-0002-1886-7214; Kurihara, Hayato/0000-0002-8826-9631; Narice, Brenda F/0000-0003-0033-6375; Mohammed, Mahmoud M/0000-0002-2690-0790; 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Colletti, Gaia/0000-0001-9859-836X; Bergamini, Carlo/0000-0002-7277-6735; Afolabi, Bosede/0000-0002-7511-7567; Bouche, Pierre-Alban/0000-0002-4117-4651; Herrod, Philip/0000-0002-6839-3897; Rogers, Luke/0000-0001-6240-0120; Belli, Antonio/0000-0002-3211-9933; Sholadoye, Tunde T./0000-0001-9906-6322; Tallon-Aguilar, Luis/0000-0002-7549-619X; Solano Varela, David Mauricio/0000-0001-8178-5134; Bartolini, Ilenia/0000-0003-0387-2042; Hormis, Anil/0000-0001-5510-7639; Clarizia, Guglielmo/0000-0003-0592-2904; Corrigan, Mark/0000-0002-9615-6450; Dimitrijevic, Dejan/0009-0009-0569-341X; Tonini, Valeria/0000-0003-3130-2928; Aftab, Raiyyan/0000-0001-7643-9528; Harrison, Ewen/0000-0002-5018-3066; Di Martino, Marcello/0000-0001-6510-7210; Syllaios, Athanasios/0000-0002-5053-0953; Reynolds, Jennifer/0000-0003-3717-2343; Kauppila, Joonas H/0000-0001-6740-3726; Nally, Deirdre/0000-0001-8590-0021; Seymour, Zoe/0000-0002-8977-1519; Feo, Carlo V./0000-0003-0699-5689; Georgiades, Fanourios/0000-0003-0440-2720; 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Chiozza, Matteo/0000-0002-0879-5229; Hinojosa, Carlos/0000-0002-9664-8703; Nandhra, Sandip/0000-0002-6036-5760; Aykanat, Yeliz/0000-0001-6550-2456; Avellana, Rocio/0000-0003-1309-1506; Ban, Vin Shen/0000-0002-4532-8101; Slater, Karin/0000-0001-9227-0670; Cornish, Julie/0000-0003-4360-4472; Santos-Sousa, Hugo/0000-0001-6176-5654; Schache, Andrew/0000-0001-9466-6038; Catto, James/0000-0003-2787-8828; Ramallo-Solis, Irene/0000-0002-4973-1651; Rochon, Melissa/0000-0002-1101-2256; Vivas Lopez, Alfredo/0000-0003-3068-9147; Mengesha, Mengistu G/0000-0002-2841-8463; Mercante, Giuseppe/0000-0002-1009-7892; Duran Munoz-Cruzado, Virginia Maria/0000-0003-4499-0483; Marcus, Hani/0000-0001-8000-392X; Aprile, Alessandra/0000-0003-4396-4646; Spriano, Giuseppe/0000-0001-6458-5640; Mourad, Mohamed/0000-0003-4714-7192; Cordova Calle, Elmer/0000-0002-9471-0104; Sarnacki, Sabine/0000-0003-4304-5578; Mantoglu, Baris/0000-0002-2161-3629; Schweitzer, Donald/0000-0003-4038-0952; Kowalski, Luiz Paulo/0000-0002-0481-156X; Majbar, Anass Mohammed/0000-0003-4329-2026; Stoeckli, Sandro/0000-0001-6780-4765; Vaughan-Shaw, Peter G/0000-0002-9790-6882; Sousa, Alvaro Francisco Lopes De/0000-0003-2710-2122; Ilic, Rosanda/0000-0002-4883-7999; Argus, Leah/0000-0003-0380-9385; Khalaf, Mai/0000-0003-3086-5868; Addissie, Adamu/0000-0003-4709-3606; Luksic, Ivica/0000-0002-9138-2037; Kazachenko, Ekaterina/0000-0001-6322-7016; Castano, Mario/0000-0003-4388-7134; Filipe, Mando/0000-0002-9869-7840; Baldi, Caterina/0000-0002-5792-3880; Dawson, Amanda Caroline/0000-0003-2447-3251; De Cicco, Rafael/0000-0003-2505-0461; Dorafshar, Amir/0000-0001-7045-3601; Brouki Milan, Peiman/0000-0002-3602-2960; Picciochi, Maria/0000-0003-0397-5076; Gianpaolo, Vaccarella/0000-0002-0125-1843; Crugnale, Aylin Sara/0000-0002-0902-5816; Garcia-Virto, Virginia/0000-0002-7609-7991; Bandyopadhyay, Soham/0000-0001-6553-3842; Papagni, Vincenzo/0000-0001-6102-6069; Doerner, Johannes/0000-0002-0218-4777; Ramos, Diego/0000-0003-0191-1968; Alga, Andreas/0000-0001-5245-7668; Coronas Soucheiron, Maria/0000-0002-5880-0313; Migliore, Marcello/0000-0002-6272-8983; Dudi-Venkata, Nagendra/0000-0002-9775-3599; Aljanadi, Firas/0000-0001-8654-5877; Javed, Saad/0000-0003-0792-9130; Flamey, Nicolas/0000-0003-3970-7145; Atanasov, Boyko/0000-0003-3000-681X; Flumignan, Ronald/0000-0001-6440-8011; Rahman Mitul, Ashrarur/0000-0002-7100-7723; Kasivisvanathan, Veeru/0000-0002-0832-382X; Tufo, Andrea/0000-0002-4495-1241; Loch, Florian N/0000-0003-1513-8339; Adegbola, Samuel/0000-0003-2522-3895; Conci, Simone/0000-0001-7110-1974; Garrido, Sara/0000-0002-1458-7709; Daniels, Ian/0000-0002-9114-0812; Seegert, Sara/0000-0003-4143-5556; Yebes, Alvaro/0000-0002-4246-8184; Sanli, Ahmet Necati/0000-0002-1483-8176; Malerba, Mario/0000-0003-1246-4892; Badr, Helmy/0000-0001-7398-0511; Kommu, Sashi S./0000-0003-4257-2157; Paskas, Jovo/0000-0003-1731-1705; Martinek, Lubomir/0000-0001-5186-5651; Zequi, Stenio De Cassio/0000-0003-1897-8085; Jeganathan, Reubendra/0000-0002-0043-9924; Slavchev, Mihail/0000-0003-4412-7604; Youssef, Mina/0000-0002-6807-313X; Zanini, Nicola/0000-0002-4877-5759; Troncoso Pereira, Paula/0000-0002-5349-1515; Marchegiani, Giovanni/0000-0002-6824-4533; Nita, George/0000-0002-5637-2044; Cioffi, Stefano Piero Bernardo/0000-0002-5453-8901; Matos, Leandro/0000-0002-5068-8208; Ball, Lorenzo/0000-0002-3876-4730; Persad, Amit/0000-0001-6139-5542; Oyende, Olamide/0000-0003-2388-7698; Tizmaghz, Adnan/0000-0003-4384-6543; Msherghi, Ahmed/0000-0001-5601-889X; Iovino, Domenico/0000-0002-7911-2026; Marrano, Enrico/0000-0001-6818-0448; Kroon, Hidde M/0000-0002-8923-7527; Ferrario, Luca/0000-0002-3652-3255; Gwini, Grace/0000-0002-9001-3248; Ciatti, Corrado/0000-0002-7094-4344; Paredes, Igor/0000-0002-3846-4164; Nicastro, Vincenzo/0000-0002-0893-9640; Mihanovic, Jakov/0000-0001-6450-2956; Alemanno, Giovanni/0000-0001-6512-8732; Mendiola, Gian/0000-0003-4864-1184; Adiamah, Alfred/0000-0002-0624-6197; Balasubramanian, Sabapathy Prakash/0000-0001-5953-2843; Mele, Simone/0000-0003-3602-3733; Langlais, Tristan/0000-0003-1427-5518; Traeger, Luke/0000-0002-0327-7334; Akaydin, Elif/0000-0001-6916-2516; Kurdi, Wesam/0000-0001-7958-8123; Camp, Lauren/0000-0002-2457-4880; Teixidor Serra, Jordi/0000-0003-1280-9088; Lederhuber, Hans/0000-0002-9786-8054; Ghobrial, Marios/0000-0001-8791-9041; Pareja Ciuro, Felipe/0000-0001-9192-3465; Serra, Margherita/0000-0003-0914-9605; Pompili, Cecilia/0000-0001-6746-5441; Burke, Joshua/0000-0003-4027-747X; Mazzotti, Federico/0000-0002-4590-3540; Schmid, Severin/0000-0001-8077-082X; Cotsoglou, Christian/0000-0002-6348-0027; Ronellenfitsch, Ulrich/0000-0003-1107-813X; Rattan, Rishi/0000-0003-1403-1249; Colucci, Nicola/0000-0003-4939-981X; Bay, Annika/0000-0001-8341-9525; Craus-Miguel, Andrea/0000-0002-2506-8621; Beltran Miranda, Pablo/0000-0002-1052-7485; Prat-Ortells, Jordi/0000-0002-8974-0827; Abrate, Alberto/0000-0003-4100-3104; Kudchadkar, Shantata/0000-0003-2637-5970; Moszkowicz, David/0000-0002-6735-9769; Boulton, Adam J/0000-0002-2115-1129; Dean, Harry/0000-0003-0842-8987; Pellino, Gianluca/0000-0002-8322-6421; Alabbad, Jasim/0000-0002-3741-8019; Esmail, Eslam/0000-0002-7648-8239; Hardie, Claire M/0000-0002-1271-6159; Truant, Stephanie/0000-0002-2828-4864; Bocchialini, Giovanni/0000-0002-5559-7794; Kocher, Hemant M/0000-0001-6771-1905; Siragusa, Leandro/0000-0001-9218-1176; Horvath, Steve/0000-0002-4110-3589; Bottcher, Arne/0000-0001-8996-978X; Agostini, Carlotta/0000-0001-7354-6125; Sijmons, Julie/0000-0002-4914-4537; Sugand, Kapil/0000-0003-3185-954X; Palini, Gian Marco/0000-0003-2601-426X; Manickavasagam, Jaiganesh/0000-0002-6717-1520; /0000-0003-1189-9907; Abad Gurumeta, Alfredo/0000-0003-3331-5589; Lakkis, Zaher/0000-0002-2608-5896; Ruiz Grande, Fernando/0000-0002-3358-5637; Kebabci, Eyup/0000-0001-8900-2325; Mateo-Sierra, Olga/0000-0002-7313-040X; Acikgoz, Abdullah Serdar/0000-0001-9355-7753; Djuric, Marko D/0000-0002-8432-9887; Seow, Sean Ezekiel/0000-0002-9331-3473; Andreani, Lorenzo/0000-0002-8268-6987; Kembuan, Gabriele/0000-0002-4706-3573; Mikovic, Zeljko/0000-0002-4247-3290; Albertsmeier, Markus/0000-0002-5028-5062; Tejero-Pintor, Francisco J/0000-0002-8807-8229; Antonelli, Barbara/0000-0001-8435-1294; Bueser, Teofila/0000-0001-9222-1705; Aguado, Hector J/0000-0002-0371-520X; Massey, Lisa/0000-0002-1699-8034; Martin, Benjamin/0000-0001-9321-3651To support the global restart of elective surgery, data from an international prospective cohort study of 8492 patients (69 countries) was analysed using artificial intelligence (machine learning techniques) to develop a predictive score for mortality in surgical patients with SARS-CoV-2. We found that patient rather than operation factors were the best predictors and used these to create the COVIDsurg Mortality Score (https://covidsurgrisk.app). Our data demonstrates that it is safe to restart a wide range of surgical services for selected patients.eninfo:eu-repo/semantics/openAccessEditorial