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Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—HF_Lung_V1
A reliable, remote, and continuous real-time respiratory sound monitor with automated respiratory sound analysis ability is urgently required in many clinical scenarios—such as in monitoring disease progression of coronavirus disease 2019—to replace conventional auscultation with a handheld stethosc...
Autores principales: | Hsu, Fu-Shun, Huang, Shang-Ran, Huang, Chien-Wen, Huang, Chao-Jung, Cheng, Yuan-Ren, Chen, Chun-Chieh, Hsiao, Jack, Chen, Chung-Wei, Chen, Li-Chin, Lai, Yen-Chun, Hsu, Bi-Fang, Lin, Nian-Jhen, Tsai, Wan-Ling, Wu, Yi-Lin, Tseng, Tzu-Ling, Tseng, Ching-Ting, Chen, Yi-Tsun, Lai, Feipei |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8248710/ https://www.ncbi.nlm.nih.gov/pubmed/34197556 http://dx.doi.org/10.1371/journal.pone.0254134 |
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