HXAI-ML: A hybrid explainable artificial intelligence based machine learning model for cardiovascular heart disease detection

HXAI-ML: A hybrid explainable artificial intelligence based machine learning model for cardiovascular heart disease detection

Cardiovascular diseases (CVDs) are a leading cause of morbidity and mortality globally. Early diagnosis and accurate prediction are critical for effective prevention and treatment. However, traditional machine learning (ML) models for CVD prediction face challenges such as data imbalance, lack of in...

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Bibliographic Details
Main Authors: Md. Alamin Talukder, Amira Samy Talaat, Mohsin Kazi
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Results in Engineering
Subjects:
Cardiovascular diseases
Machine learning
Explainable AI (XAI)
Data balancing techniques
Early disease detection
Hybrid XAI machine learning (HXAI-ML)
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025004517

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http://www.sciencedirect.com/science/article/pii/S2590123025004517

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