Cough sound-based estimation of vital capacity via cough peak flow using artificial neural network analysis
Abstract 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...
Main Authors: | Yasutaka Umayahara, Zu Soh, Akira Furui, Kiyokazu Sekikawa, Takeshi Imura, Akira Otsuka, Toshio Tsuji |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2023-05-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-023-35544-3 |
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