SEP 9, 2026 · PREPRINT
Beyond Contact Sensors: Deep learning with Pseudo-Labeling for remote Photoplethysmography
arXiv
This is an unreviewed methodological study investigating pseudo-labeling as an alternative to contact sensors for training deep learning models in remote heart rate estimation; it reports mixed results without a clear clinical validation or direct patient outcome.
Study details
DesignSystematic methodological evaluation; uncon…
InterventionTraining deep learning rPPG models using ps…
ComparatorTraining deep learning rPPG models using co…