554 Machine learning for prediction of in-hospital mortality…
Emerging
1
Citations0
Refs2021
Year
Search Works
Work Details
- DOI 10.1093/eurheartj/suab135.035
- OpenAlex ID W4200596339
- Type Article
- Language EN
- Published 01 Dec 2021
- Volume 23 (Supplement_G)
- Source European Heart Journal Supplements
- Publisher Oxford University Press
- FWCI 0.08
- Countries 1
- Institutions 21
- Added 31 Dec 2021
- Updated 29 Oct 2026
External Links
MENU
0
554 Machine learning for prediction of in-hospital mortality in COVID-19 patients: results from an Italian multicentre study
Article 2021 EN Bronze
Abstract Aims Several risk factors have been identified to predict worse outcomes in patients affected by SARS-CoV-2 infection. Prediction models are needed to optimize clinical management and to early stratify patients at a higher mortality risk. Machine learning (ML) algorithms represent a novel approach to identify a prediction model with a good discriminatory capacity to be easily used in clin…
1
Citations
0
References
44
Authors
0.08
FWCI
Citations by Year
Last 1 yearsTopics
Keywords
UN Sustainable Development Goals
1 SDGsAuthors & Affiliations
44 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | Sara Paris | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | — |
| 2 | Riccardo Maria Inciardi | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 3 | Claudia Specchia | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 4 | Marika Vezzoli | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 5 | Chiara Oriecuia | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 6 | Carlo Lombardi | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 7 | Natalia Herrera Murillo | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 8 | Matteo Pagnesi | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 9 | Daniela Tomasoni | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 10 | Pietro Ameri | Ospedale Policlinico San Marti… (IT) University of Genoa (IT) | |
| 11 | Valentina Carubelli | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 12 | Piergiuseppe Agostoni | University of Milan (IT) Centro Cardiologico Monzino (IT) | |
| 13 | Claudia Canale | Ospedale Policlinico San Marti… (IT) University of Genoa (IT) | — |
| 14 | Stefano Carugo | University of Milan (IT) Ospedale San Paolo (IT) +1 | |
| 15 | Giambattista Danzi | — | — |
| 16 | Mattia Di Pasquale | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | |
| 17 | Filippo Maria Sarullo | Ospedale Buccheri la Ferla Fat… (IT) | |
| 18 | Maria Teresa La Rovere | Istituti Clinici Scientifici M… (IT) | |
| 19 | Andrea Mortara | Azienda Ospedaliera San Gerard… (IT) | |
| 20 | Massimo Francesco Piepoli | Scuola Superiore Sant'Anna (IT) Azienda Unità Sanitaria Locale… (IT) +1 | |
| 21 | Italo Porto | Ospedale Policlinico San Marti… (IT) University of Genoa (IT) | |
| 22 | Gianfranco Sinagra | Azienda Sanitaria Universitari… (IT) | |
| 23 | Maurizio Volterrani | IRCCS San Raffaele Roma (IT) | |
| 24 | Massimiliano Gnecchi | University of Pavia (IT) Policlinico San Matteo Fondazi… (IT) | |
| 25 | Sergio Leonardi | University of Pavia (IT) Policlinico San Matteo Fondazi… (IT) | |
| 26 | Marco Merlo | Azienda Sanitaria Universitari… (IT) | |
| 27 | Annamaria Iorio | Ospedale Papa Giovanni XXIII (IT) | — |
| 28 | Stefano Giovinazzo | Ospedale Policlinico San Marti… (IT) University of Genoa (IT) | |
| 29 | Antonio Bellasi | Ospedale Papa Giovanni XXIII (IT) | |
| 30 | Gregorio Zaccone | Azienda Socio Sanitaria Territ… (IT) University of Brescia (IT) | — |
Related Works
10Data: OpenAlex