Publications by authors named "Chundong She"
Article Synopsis
- Peripheral Capillary Oxygen Saturation (SpO) monitoring has gained importance during the COVID-19 pandemic, as low SpO levels can indicate health deterioration in infected individuals.
- The paper introduces "ITSCAN," a neural network model that uses smartphone facial video footage to measure SpO in real-time, leveraging two branches for motion and appearance analysis through advanced techniques.
- The authors also present a new loss function for SpO estimation, backed by experiments that demonstrate ITSCAN's superior accuracy in performance metrics (MAE and RMSE) compared to existing models, contributing to public health monitoring efforts.
Unlabelled: . Monitoring changes in human heart rate variability (HRV) holds significant importance for protecting life and health. Studies have shown that Imaging Photoplethysmography (IPPG) based on ordinary color cameras can detect the color change of the skin pixel caused by cardiopulmonary system.
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