Abnormal Heart Sound Classification and Model Interpretability: A Transfer Learning Approach with Deep Learning
Physician detection of heart sound abnormality is complicated by the inherent difficulty of detecting critical abnormalities in the presence of noise. Computer-aided heart auscultation provides a promising alternative for more accurate detection, with recent deep learning approaches exceeding expert...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-12-01
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Series: | Journal of Vascular Diseases |
Subjects: | |
Online Access: | https://www.mdpi.com/2813-2475/2/4/34 |