Clustering-based binary Grey Wolf Optimisation model with 6LDCNNet for prediction of heart disease using patient data

Clustering-based binary Grey Wolf Optimisation model with 6LDCNNet for prediction of heart disease using patient data

Abstract In recent years, the healthcare data system has expanded rapidly, allowing for the identification of important health trends and facilitating targeted preventative care. Heart disease remains a leading cause of death in developed countries, often leading to consequential outcomes such as de...

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Bibliographic Details
Main Authors: Lella Kranthi Kumar, K. G. Suma, Pamula Udayaraju, Venkateswarlu Gundu, Srihari Varma Mantena, B. N. Jagadesh
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Heart disease
Improved sailfish optimization algorithm
Convolutional neural network
Binary Grey wolf optimization
Echocardiogram
Online Access:https://doi.org/10.1038/s41598-025-85561-7
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