About
Contact & Profiles
A5106989351
Research Areas
- Atrial Fibrillation Management and Outcomes
- Cardiac Arrhythmias and Treatments
- Cardiac pacing and defibrillation studies
- Non-Invasive Vital Sign Monitoring
- Healthcare Technology and Patient Monitoring
- Heart Rate Variability and Autonomic Control
Tehran University of Medical Sciences
2024-2025
Tehran Heart Center
2024
Acute myocardial infarction (AMI) remains a leading global cause of mortality. This study explores predictors in-hospital mortality among AMI patients using advanced machine learning (ML) techniques. Data from 7422 treated with percutaneous coronary intervention (PCI) at Tehran Heart Center (2015-2021) were analyzed. Fifty-eight clinical, demographic, and laboratory variables evaluated. Seven ML algorithms, including Random Forest (RF), logistic regression LASSO, XGBoost, implemented. The...
10.1002/clc.70124
article
EN
cc-by
Clinical Cardiology
2025-03-27
10.22541/au.172545833.39932995/v1
preprint
EN
2024-09-04
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