AttGRU-HMSI: enhancing heart disease diagnosis using hybrid deep learning approach

AttGRU-HMSI: enhancing heart disease diagnosis using hybrid deep learning approach

Abstract Heart disease is a major global cause of mortality and a major public health problem for a large number of individuals. A major issue raised by regular clinical data analysis is the recognition of cardiovascular illnesses, including heart attacks and coronary artery disease, even though ear...

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Bibliographic Details
Main Authors: G. Madhukar Rao, Dharavath Ramesh, Vandana Sharma, Anurag Sinha, Md. Mehedi Hassan, Amir H. Gandomi
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Scientific Reports
Subjects:
Attention-based gated recurrent unit network
Improved K-means clustering
Recursive feature elimination
Synthetic minority oversampling technique
Online Access:https://doi.org/10.1038/s41598-024-56931-4

Internet

https://doi.org/10.1038/s41598-024-56931-4

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