A New Method to Improve Automated Classification of Heart Sound Signals: Filter Bank Learning in Convolutional Neural Networks
<strong><em>Introduction:</em></strong> Recent studies have acknowledged the potential of convolutional neural networks (CNNs) in distinguishing healthy and morbid samples by using heart sound analyses. Unfortunately the performance of CNNs is highly dependent on the filterin...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Mashhad University of Medical Sciences
2020-09-01
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| Series: | Iranian Journal of Medical Physics |
| Subjects: | |
| Online Access: | http://ijmp.mums.ac.ir/article_14106_e7ead4eb3880bae328102bbf3baed13e.pdf |