Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning

Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning

Heart sounds convey important information regarding potential heart diseases. Currently, heart sound classification attracts many researchers from the fields of telemedicine, digital signal processing, and machine learning—among others—mainly to identify cardiac pathology as quickly as possible. Thi...

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Bibliographic Details
Main Authors: Ali Harimi, Yahya Majd, Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Zeynab Esmaileyan, José J. M. Machado, João Manuel R. S. Tavares
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
biomedical signal
phonocardiogram
deep learning
signal to image transform
Online Access:https://www.mdpi.com/1424-8220/22/24/9569

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