Heartbeat murmurs detection in phonocardiogram recordings via transfer learning

Heartbeat murmurs detection in phonocardiogram recordings via transfer learning

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Heart murmurs are abnormal heartbeat patterns that could be indicative of a serious heart condition, which can only be detected by trained specialists with the use of a stethoscope. However, it is occasionally the case that those specialists are not available, resulting in the need for a machine-aut...

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Bibliographic Details
Main Authors: Omair Rashed Abdulwareth Almanifi, Ahmad Fakhri Ab Nasir, Mohd Azraai Mohd Razman, Rabiu Muazu Musa, Anwar P.P. Abdul Majeed
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Alexandria Engineering Journal
Subjects:
Transfer learning
Convolution neural networks
Phonocardiogram
Spectrograms
Mel frequency cepstral coefficients
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016822002940

Internet

http://www.sciencedirect.com/science/article/pii/S1110016822002940

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