Deep learning for spirometry quality assurance with spirometric indices and curves

Abstract Background Spirometry quality assurance is a challenging task across levels of healthcare tiers, especially in primary care. Deep learning may serve as a support tool for enhancing spirometry quality. We aimed to develop a high accuracy and sensitive deep learning-based model aiming at assi...

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Main Authors: Yimin Wang, Yicong Li, Wenya Chen, Changzheng Zhang, Lijuan Liang, Ruibo Huang, Jianling Liang, Dandan Tu, Yi Gao, Jinping Zheng, Nanshan Zhong
格式: 文件
语言:English
出版: BMC 2022-04-01
丛编:Respiratory Research
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在线阅读:https://doi.org/10.1186/s12931-022-02014-9