A neonatal dataset and benchmark for non-contact neonatal heart rate monitoring based on spatio-temporal neural networks

• Published in: Engineering applications of artificial intelligence Vol. 106; p. 104447
• Main Authors: Huang, Bin, Chen, Weihai, Lin, Chun-Liang, Juang, Chia-Feng, Xing, Yuanping, Wang, Yanting, Wang, Jianhua
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.11.2021
• Subjects: Deep learning; Neonatal health care; Non-contact heart rate monitoring; Physiological signal monitoring; Remote photoplethysmograph (rPPG); Deep learning; Non-contact heart rate monitoring; Physiological signal monitoring; Neonatal health care; Remote photoplethysmograph (rPPG)

The digital revolution of noncontact physiological signal monitoring in clinical and home health care is underway, and deep learning techniques are incredibly popular. Camera-based physiological signal monitoring for adults has made considerable progress in recent years. However, most of existing me...