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

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-risk-prediction-of-mortality-for-patients-undergoing-surgery/

## Facts

| Field | Value |
| --- | --- |
| Author Names | COVIDSurg Collaborative,I Dajti,José Ignacio Valenzuela,L Boccalatte,Nicolas A Gemelli,Dantwan Smith,Nagendra N. Dudi‐Venkata,Hidde M. Kroon,Tarik Sammour,M Roberts,D Mitchell,K Lah,A Pearce,Dion Morton,Amanda Dawson,A Drane,Claire Sharpin,Ramesh Nataraja,Maurizio Pacilli,Daniel Cox,Vijayaragavan Muralidharan,Georgina Riddiough,Edmund Clarke,Wael Jamel,Kirby R. Qin,Peter Pockney,Daron Cope,N Egoroff,Natalie Lott,S Putnis,S De Robles,Zen Yang Ang,Martin Mitteregger,Stefan Uranitsch,Marjorie Stiegler,Gerald Seitinger,Felix Aigner,D B Lumenta,Sebastian P. Nischwitz,Erika Richtig,Mauro Pau,Petra Srekl-Filzmaier,Nicolas Eibinger,Birgit Michelitsch,Melanie Fediuk,A Papinutti,Geoffrey Seidel,Joseph Kahn,Tina Cohnert,Donna A. Messner,F. Ofner,J Presl,Márta Varga,Michael Weitzendorfer,K. Emmanuel,Alf-Dorian Binder,Marc Zimmermann,S Holawe,Emeka Nkenke,Christoph Grimm,M Kranawetter,Ashrarur Rahman Mitul,Nazmul Islam,Syed S. Karim,Niels Komen,S Putnis,S De Robles,Emily Ang,Herbert De Praetere,Tim Tollens,G Schols,C. Smets,Laura Haenen,Jorien Quintens,K Van Belle,Gabriëlle H. van Ramshorst,Piet Pattyn,Liesbeth Desender,Thomas Martens,Dirk Van de Putte,Philip Lerut,Aude Grimonprez,Marcus L.F. Janssen,G. De Smul,P. Wallaert,Jef Van den Eynde,Wouter Oosterlinck,Raf Van den Eynde,An Sermon,A. Boeckxstaens,Anne-Laure Cordonnier,Jeroen De Coster,Joris Jaekers,Constantinus Politis,Marc Miserez,Nicolas Duchateau,Charles de Gheldere,Nicolas Flamey,Piet Pattyn,A Christiano |
| Citations | 47 |
| DOI | 10.1093/bjs/znab183 |
| Fields | Medicine |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://academic.oup.com/bjs/article-pdf/108/11/1274/50745568/znab183.pdf |
| OpenAlex ID | https://openalex.org/W3179655344 |
| PMID | 34227657 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Francesco Maria Carrano](https://scholariq.org/researchers/francesco-maria-carrano/)
- [Perrine Coste Mazeau](https://scholariq.org/researchers/perrine-coste-mazeau/)
- [Gianluigi Moretto](https://scholariq.org/researchers/gianluigi-moretto/)
- [Harmony Impellizzeri](https://scholariq.org/researchers/harmony-impellizzeri/)
- [Rafael De Cicco](https://scholariq.org/researchers/rafael-de-cicco/)
- [Aidan Sharkey](https://scholariq.org/researchers/aidan-sharkey/)
- [Inés Hernández](https://scholariq.org/researchers/ines-hernandez/)
- [Neal Bhutiani](https://scholariq.org/researchers/neal-bhutiani/)
- [Eslam Saber Esmail](https://scholariq.org/researchers/eslam-saber-esmail/)

## Paper journal

- [British journal of surgery](https://scholariq.org/journals/british-journal-of-surgery/)

## Paper primary topic

- [COVID-19 and healthcare impacts](https://scholariq.org/topics/covid-19-and-healthcare-impacts/)

## Paper topics

- [COVID-19 and healthcare impacts](https://scholariq.org/topics/covid-19-and-healthcare-impacts/)
- [Trauma and Emergency Care Studies](https://scholariq.org/topics/trauma-and-emergency-care-studies/)
- [Cardiac, Anesthesia and Surgical Outcomes](https://scholariq.org/topics/cardiac-anesthesia-and-surgical-outcomes/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.