Intelligent cardiovascular disease diagnosis using deep learning enhanced neural network with ant colony optimization

Abstract To identify patterns in big medical datasets and use Deep Learning and Machine Learning (ML) to reliably diagnose Cardio Vascular Disease (CVD), researchers are currently delving deeply into these fields. Training on large datasets and producing highly accurate validation results is exceedi...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Biao Xia, Nisreen Innab, Venkatachalam Kandasamy, Ali Ahmadian, Massimiliano Ferrara
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-09-01
Subjects:	Cardiovascular disease Ant Colony Optimisation Min–max scaler Bayesian optimisation Hyperparameter
Online Access:	https://doi.org/10.1038/s41598-024-71932-z