Comparative evaluation of machine learning models versus TIMI score in ST-segment-elevation myocardial infarction patients
ML model outperformed the traditional regression based TIMI score as a risk stratification tool in patients with STEMI.
Authors
- Girish MP (ORCID: https://orcid.org/0000-0002-5722-4625)
- Akul Chadha
- Jamal Yusuf (ORCID: https://orcid.org/0000-0002-0621-1509)
- Manu Kumar Shetty (ORCID: https://orcid.org/0000-0002-9767-5092)
- Mohit Dayal Gupta (ORCID: https://orcid.org/0000-0002-2857-0975)
- Subrat Muduli
- Vanshika Kohli
- Anubha Gupta (ORCID: https://orcid.org/0000-0002-7752-1926)
- Ankit Bansal (ORCID: https://orcid.org/0000-0002-7651-8127)
- Prashant Mishra (ORCID: https://orcid.org/0000-0002-9947-0496)
- Vishal Batra (ORCID: https://orcid.org/0000-0002-5583-7743)
- Mansavi Shukla
- Arisha Fatima
- Shekhar Kunal
- Dixit Goyal
Institutions
- Indraprastha Institute of Information Technology Delhi (IN)
- Maulana Azad Medical College (IN)
- Institute of Post Graduate Medical Education and Research (IN)
- Govind Ballabh Pant Hospital (IN)
- ESIC Hospital (IN)
Publication Details
- Journal
- Indian Heart Journal
- Published
- 2025-03-29
- DOI
- https://doi.org/10.1016/j.ihj.2025.03.010
- Citations
- 1
- Primary Topic
- Acute Myocardial Infarction Research
- Type
- article
- Field-Weighted Citation Impact
- 1.39