CNN and Bidirectional GRU-Based Heartbeat Sound Classification Architecture for Elderly People

CNN and Bidirectional GRU-Based Heartbeat Sound Classification Architecture for Elderly People

Cardiovascular diseases (CVDs) are a significant cause of death worldwide. CVDs can be prevented by diagnosing heartbeat sounds and other conventional techniques early to reduce the harmful effects caused by CVDs. However, it is still challenging to segment, extract features, and predict heartbeat s...

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Bibliographic Details
Main Authors: Harshwardhan Yadav, Param Shah, Neel Gandhi, Tarjni Vyas, Anuja Nair, Shivani Desai, Lata Gohil, Sudeep Tanwar, Ravi Sharma, Verdes Marina, Maria Simona Raboaca
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Mathematics
Subjects:
cardiovascular diseases
heart sound
deep learning
classification
GRU
CNN
Online Access:https://www.mdpi.com/2227-7390/11/6/1365

Internet

https://www.mdpi.com/2227-7390/11/6/1365

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