Cross-Domain Transfer Learning for PCG Diagnosis Algorithm

Cross-Domain Transfer Learning for PCG Diagnosis Algorithm

Cardiechema is a way to reflect cardiovascular disease where the doctor uses a stethoscope to help determine the heart condition with a sound map. In this paper, phonocardiogram (PCG) is used as a diagnostic signal, and a deep learning diagnostic framework is proposed. By improving the architecture...

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Bibliographic Details
Main Authors: Kuo-Kun Tseng, Chao Wang, Yu-Feng Huang, Guan-Rong Chen, Kai-Leung Yung, Wai-Hung Ip
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Biosensors
Subjects:
transfer learning
phonocardiogram
biosignal diagnosis
Online Access:https://www.mdpi.com/2079-6374/11/4/127

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