Prediction of COVID-19 in-hospital mortality in older patients using artificial intelligence: a multicenter study
Beyond variables reflecting the severity of COVID-19 disease failure, pre-morbid mobility level was the strongest factor associated with in-hospital mortality reflecting the importance of functional status as a synthetic measure of health in older adults, while the association between derived neutrophil-to-lymphocyte ratio and mortality, confirms the fundamental role played by neutrophils in SARS-CoV-2 disease.
Authors
- Antonio Cherubini
- Stefano Volpato (ORCID: https://orcid.org/0000-0003-4335-6034)
- Anna Rita Bonfigli (ORCID: https://orcid.org/0000-0002-9619-0181)
- Giuseppina Dell’Aquila
- Fabio Salvi (ORCID: https://orcid.org/0000-0001-6349-4130)
- Raffaele Antonelli Incalzi (ORCID: https://orcid.org/0000-0003-2100-2075)
- Jacopo Sabbatinelli (ORCID: https://orcid.org/0000-0001-9947-6778)
- Caterina Trevisan (ORCID: https://orcid.org/0000-0002-9221-6997)
- Massimiliano Fedecostante (ORCID: https://orcid.org/0000-0002-0130-5805)
- Olivieri Fabiola (ORCID: https://orcid.org/0000-0002-9606-1144)
- Fabio Monzani (ORCID: https://orcid.org/0000-0003-1676-098X)
- Stefano Fumagalli (ORCID: https://orcid.org/0000-0002-6950-3875)
Institutions
- Marche Polytechnic University (IT)
- Università Campus Bio-Medico (IT)
- University of Ferrara (IT)
- Istituti di Ricovero e Cura a Carattere Scientifico (IT)
- Istituto Nazionale di Riposo e Cura per Anziani (IT)
- University of Florence (IT)
Publication Details
- Journal
- Frontiers in Aging
- Published
- 2024-10-17
- DOI
- https://doi.org/10.3389/fragi.2024.1473632
- Citations
- 6
- Primary Topic
- COVID-19 Clinical Research Studies
- Type
- article
- Field-Weighted Citation Impact
- 2.33
Funders
- Ministero della Salute