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Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder

  • Published:2020-11 Issue:11 Volume:24 Page:3203-3214
  • ISSN:2168-2194
  • Container-title:IEEE Journal of Biomedical and Health Informatics
  • language:
  • Short-container-title:IEEE J. Biomed. Health Inform.

Author:

Tsai Kun-Hsi,Wang Wei-Chien,Cheng Chui-Hsuan,Tsai Chan-YenORCID,Wang Jou-Kou,Lin Tzu-HaoORCID,Fang Shih-HauORCID,Chen Li-ChinORCID,Tsao YuORCID

Funder

Ministry of Science and Technology

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Biotechnology

Cited by 31 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A framework of heart sound noise reduction using multi-channel structure;Biomedical Signal Processing and Control;2024-09

2. Heart Murmur Quality Detection Using Deep Neural Networks with Attention Mechanism;Applied Sciences;2024-08-05

3. Research on heart and lung sound separation method based on DAE–NMF–VMD;EURASIP Journal on Advances in Signal Processing;2024-05-06

4. Improved recovery of cardiac auscultation sounds using modified cosine transform and LSTM-based masking;Medical & Biological Engineering & Computing;2024-04-17

5. Clearer HeartBeats: Enhancement of cardiac sounds using Adaptive Filtering and Wavelet Decomposition;2024 10th International Conference on Communication and Signal Processing (ICCSP);2024-04-12
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