Comparative evaluation of machine learning models versus TIMI score in ST-segment-elevation myocardial infarction patients

Comparative evaluation of machine learning models versus TIMI score in ST-segment-elevation myocardial infarction patients

Background: Risk stratification is an integral component of ST-segment-elevation myocardial infarction (STEMI) management practices. This study aimed to derive a machine learning (ML) model for risk stratification and identification of factors associated with in-hospital and 30-day mortality in pati...

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Main Authors: Mohit D. Gupta, Dixit Goyal, Shekhar Kunal, Manu Kumar Shetty, M.P. Girish, Vishal Batra, Ankit Bansal, Prashant Mishra, Mansavi Shukla, Vanshika Kohli, Akul Chadha, Arisha Fatima, Subrat Muduli, Anubha Gupta, Jamal Yusuf
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:Indian Heart Journal
Subjects:
Artificial intelligence
Acute coronary syndrome
Risk stratification
Online Access:http://www.sciencedirect.com/science/article/pii/S0019483225000562
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