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Apr, 2023
生理和医疗神经网络的模型可解释性
Model Explainability in Physiological and Healthcare-based Neural Networks
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Rohit Sharma, Abhinav Gupta, Arnav Gupta, Bo Li
TL;DR
该研究通过使用消费级智能手机捕获的视频,提出了一种基于光生理学的卷积神经网络来监测SpO2的方法,该方法可在远程医疗和健康筛查环境中提供更有效和准确的SpO2监测方式。
Abstract
The estimation and monitoring of
spo2
are crucial for assessing lung function and treating
chronic pulmonary diseases
. The COVID-19 pandemic has highlighted the importance of early detection of changes in
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