Revolutionizing heart attack prognosis: Introducing an innovative regression model for prediction

Revolutionizing heart attack prognosis: Introducing an innovative regression model for prediction

Objective:: Heart attack prediction using machine learning is crucial for preemptive action and personalized healthcare. This research aims to predict heart attacks by employing machine learning in healthcare using a diverse range of patient data-including demographic, lifestyle, and physiological f...

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Bibliographic Details
Main Authors: Hanaa Albanna, Madhav Raj Theeng Tamang, Chandan Patel, Mhd Saeed Sharif
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Heart attack prediction
Predictive modeling
Healthcare
Random forest
Support vector machine
Regression model
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914825000528
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