An efficient artificial neural network-based optimization techniques for the early prediction of coronary heart disease: comprehensive analysis

An efficient artificial neural network-based optimization techniques for the early prediction of coronary heart disease: comprehensive analysis

Abstract Coronary heart disease (CHD) is the world’s leading cause of death, contributing to a high mortality rate. This emphasizes the requirement for an advanced decision support system in order to evaluate the risk of CHD. This study presents an Artificial Neural Network (ANN) based intelligent h...

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Bibliographic Details
Main Authors: Subhash Mondal, Ranjan Maity, Amitava Nag
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Coronary heart disease
Artificial neural networks
Optimization techniques
Adam optimizer
Performance efficiency
Activation functions
Online Access:https://doi.org/10.1038/s41598-025-85765-x
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