One-year survival prediction models following ST-elevation myocardial infarction: A comparative analysis of the Cox Frailty Model and machine learning.
The findings suggest that there are advantages in developing frailty models further than the fundamental Cox proportional hazards regression for estimating the likelihood of survival for STEMI patients to account for the unobserved heterogeneity in grouped observations.
Authors
- Mohammad Taheri (ORCID: https://orcid.org/0000-0003-4888-5883)
- Shayan Mostafaei (ORCID: https://orcid.org/0000-0003-2134-792X)
- Armin Khayati
- Mansour Rezaei (ORCID: https://orcid.org/0000-0002-6446-7289)
- Maryam Montaseri (ORCID: https://orcid.org/0000-0001-8720-9541)
Institutions
- Shiraz University (IR)
- Karolinska Institutet (SE)
- Kermanshah University of Medical Sciences (IR)
Publication Details
- Journal
- PubMed
- Published
- 2025-01-01
- DOI
- https://doi.org/10.22088/cjim.16.4.775
- Primary Topic
- Frailty in Older Adults
- Type
- article
- Field-Weighted Citation Impact
- 0.00