Transfer Learning Benchmark for Cardiovascular Disease Recognition

Transfer Learning Benchmark for Cardiovascular Disease Recognition

The cardiac auscultation using the classical stethoscope (PCG: phonological cardiogram) is known as the most famous method to detect Cardiovascular Disease (CVD). However, this exam requires a qualified cardiologist which relies on the cardiac cycle vibration sound (heart muscle contractions and val...

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Bibliographic Details
Main Authors: Mehrez Boulares, Tarik Alafif, Ahmed Barnawi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Cardiovascular disease recognition
convolutional neural network
pre-trained model
deep learning
transfer learning
benchmark
Online Access:https://ieeexplore.ieee.org/document/9115633/

Internet

https://ieeexplore.ieee.org/document/9115633/

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