Why the study?
Existing AF detection methods struggle to provide quick, easy, and affordable detection in complex environments with motion interference and varying light conditions.
Does a lightweight non-contact facial rPPG system accurately detect atrial fibrillation using mobile devices?
Does a lightweight non-contact facial rPPG system accurately detect atrial fibrillation using mobile devices?
A novel lightweight non-contact facial rPPG system using a CNN can accurately detect atrial fibrillation on mobile devices, achieving over 94% accuracy.
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May support mobile AF screening; leaves open whether accuracy translates to improved clinical outcomes.
Tseng et al. (2024) studied this question.
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