Multi-task Learning for Audio-based Infant Cry Detection and Reasoning

M Xia, D Huang, W Wang - IEEE Journal of Biomedical and …, 2024 - ieeexplore.ieee.org
Infant cry is a crucial indicator that offers valuable insights into their physical and mental
conditions, such as hunger and pain. However, the scarcity of infant cry datasets hinders the …

Camera-Based Heart Rate Variability for Estimating the Maturity of Neonatal Autonomic Nervous System

C Liao, Y Zeng, C Tan, D Yu, X Song… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Heart rate variability (HRV) can be used as an effective indicator for the maturity of the
neonatal autonomic nervous system (ANS) and some acute neonatal diseases (eg …

Privacy-protected Contactless Sleep Parameters Measurement using A Defocused Camera

Y Zhu, H Hong, W Wang - IEEE Journal of Biomedical and …, 2024 - ieeexplore.ieee.org
Sleep monitoring plays a vital role in various scenarios such as hospitals and living-assisted
homes, contributing to the prevention of sleep accidents as well as the assessment of sleep …

Camera-based Cardiorespiratory Monitoring of Preterm Infants in NICU

Y Zeng, D Yu, X Song, Q Wang, L Pan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Video health monitoring that combines video processing and physiological measurement
has enabled contactless vital signs monitoring of infants. In the neonatal intensive care unit …

Automating Infant Monitoring and Biomedical Image Analysis With Machine Vision

SKR Manne - 2024 - search.proquest.com
Manual analysis and coding of complex biophysiological data is prevalent across many
domains in clinical and translational health studies. In this thesis, we explore the use of deep …