Machine Learning to Predict In-Hospital Mortality in COVID-1…
Established
23
Citations65
Refs2021
Year
Search Works
Work Details
- DOI 10.3390/jpm11060501
- PMID https://pubmed.ncbi.nlm.nih.gov/34204911
- PMCID https://www.ncbi.nlm.nih.gov/pmc/articles/8230339
- OpenAlex ID W3172737423
- Type Article
- Language EN
- Published 03 Jun 2021
- Volume 11 (6)
- Pages 501
- Source Journal of Personalized Medicine
- Publisher Multidisciplinary Digital Publishin…
- FWCI 1.74
- Countries 2
- Institutions 16
- Added 22 Jun 2021
- Updated 28 Oct 2026
External Links
MENU
0
Machine Learning to Predict In-Hospital Mortality in COVID-19 Patients Using Computed Tomography-Derived Pulmonary and Vascular Features
Article 2021 EN Gold
Pulmonary parenchymal and vascular damage are frequently reported in COVID-19 patients and can be assessed with unenhanced chest computed tomography (CT), widely used as a triaging exam. Integrating clinical data, chest CT features, and CT-derived vascular metrics, we aimed to build a predictive model of in-hospital mortality using univariate analysis (Mann–Whitney U test) and machine learning mod…
23
Citations
65
References
38
Authors
1.74
FWCI
Citations by Year
Last 5 yearsTopics
Keywords
UN Sustainable Development Goals
1 SDGsAuthors & Affiliations
38 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | Simone Schiaffino | IRCCS Policlinico San Donato (IT) | |
| 2 | Marina Codari | Stanford Medicine (US) Stanford University (US) | |
| 3 | Andrea Cozzi Corresponding | University of Milan (IT) | |
| 4 | Domenico Albano | IRCCS Ospedale Galeazzi - Sant… (IT) University of Palermo (IT) | |
| 5 | Marco Alì | Centro Diagnostico Italiano (IT) | |
| 6 | Roberto Arioli | Azienda Ospedaliero Universita… (IT) | |
| 7 | Emanuele Avola | University of Milan (IT) | |
| 8 | Claudio Bnà | Fondazione Poliambulanza Istit… (IT) | |
| 9 | Maurizio Cariati | Azienda Socio Sanitaria Territ… (IT) | |
| 10 | Serena Carriero | University of Milan (IT) | |
| 11 | Massimo Cressoni | IRCCS Policlinico San Donato (IT) | |
| 12 | Pietro S. C. Danna | Azienda Ospedaliero Universita… (IT) | |
| 13 | Gianmarco Della Pepa | University of Milan (IT) | |
| 14 | Giovanni Di Leo | IRCCS Policlinico San Donato (IT) | |
| 15 | Francesco Dolci | Azienda Ospedaliera Ospedale M… (IT) | — |
| 16 | Zeno Falaschi | Azienda Ospedaliero Universita… (IT) | |
| 17 | Nicola Flor | Luigi Sacco Hospital (IT) ASST Fatebenefratelli Sacco (IT) | |
| 18 | Riccardo Foà | Azienda Ospedaliera Ospedale M… (IT) Azienda Socio Sanitaria Territ… (IT) | — |
| 19 | Salvatore Gitto | University of Milan (IT) | |
| 20 | Giovanni Leati | Azienda Ospedaliera Ospedale M… (IT) | |
| 21 | Veronica Magni | University of Milan (IT) | |
| 22 | Alexis Elias Malavazos | IRCCS Policlinico San Donato (IT) | |
| 23 | Giovanni Mauri | University of Milan (IT) European Institute of Oncology (IT) | |
| 24 | Carmelo Messina | IRCCS Ospedale Galeazzi - Sant… (IT) | |
| 25 | Lorenzo Monfardini | Fondazione Poliambulanza Istit… (IT) | |
| 26 | Alessio Paschè | Azienda Ospedaliero Universita… (IT) | |
| 27 | Filippo Pesapane | European Institute of Oncology (IT) | |
| 28 | Luca Maria Sconfienza | University of Milan (IT) IRCCS Ospedale Galeazzi - Sant… (IT) | |
| 29 | Francesco Secchi | University of Milan (IT) IRCCS Policlinico San Donato (IT) | |
| 30 | Edoardo Segalini | Azienda Ospedaliera Ospedale M… (IT) |
Related Works
10Data: OpenAlex