CNN-Based Heart Sound Classification with an Imbalance-Compensating Weighted Loss Function-Reference-Cited by-同舟云学术

CNN-Based Heart Sound Classification with an Imbalance-Compensating Weighted Loss Function

Published:2022-07-11 Issue: Volume: Page:
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Container-title:2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
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Author:

Li Zishen¹,Chang Yi¹,Schuller Bjorn W.¹

Affiliation:

1. Imperial College London,Department of Computing,UK

Publisher

IEEE

Link

Reference24 articles.

1. Classifying heart sound recordings using deep convolutional neural networks and mel-frequency cepstral coefficients;rubin;Proc CinC,0

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2. Early-warning of Cardiac Condition through Detection of Murmur in Heart Sound - A Case Study;2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2023-07-24

3. Time-Frequency Fragment Selection for Disease Detection from Imbalanced Phonocardiogram Data;2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2023-07-24