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Cough sound-based estimation of vital capacity via cough peak flow using artificial neural network analysis
This study presents a novel approach for estimating vital capacity using cough sounds and proposes a neural network-based model that utilizes the reference vital capacity computed using the lambda-mu-sigma method, a conventional approach, and the cough peak flow computed based on the cough sound pre...
Autores principales: | Umayahara, Yasutaka, Soh, Zu, Furui, Akira, Sekikawa, Kiyokazu, Imura, Takeshi, Otsuka, Akira, Tsuji, Toshio |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10212959/ https://www.ncbi.nlm.nih.gov/pubmed/37231138 http://dx.doi.org/10.1038/s41598-023-35544-3 |
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