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...

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Bibliographic Details
Main Authors: Milan Marocchi, Leigh Abbott, Yue Rong, Sven Nordholm, Girish Dwivedi
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Journal of Vascular Diseases
Subjects:
Online Access:https://www.mdpi.com/2813-2475/2/4/34