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Remote Blood Oxygen Estimation From Videos Using Neural Networks. (arXiv:2107.05087v2 [cs.LG] UPDATED)
May 9, 2022, 1:11 a.m. | Joshua Mathew, Xin Tian, Min Wu, Chau-Wai Wong
cs.LG updates on arXiv.org arxiv.org
Blood oxygen saturation (SpO$_2$) is an essential indicator of respiratory
functionality and is receiving increasing attention during the COVID-19
pandemic. Clinical findings show that it is possible for COVID-19 patients to
have significantly low SpO$_2$ before any obvious symptoms. The prevalence of
cameras has motivated researchers to investigate methods for monitoring SpO$_2$
using videos. Most prior schemes involving smartphones are contact-based: They
require a fingertip to cover the phone's camera and the nearby light source to
capture re-emitted light from …
More from arxiv.org / cs.LG updates on arXiv.org
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