4 papers
Video-based detection of cessation of breathing in pre-term infants using machine learning
Dineo Serame, Lionel Tarassenko, Mauricio Villarroel
Pre-term infants are susceptible to potentially harmful apnoea-related cessations of breathing due to immature respiratory control. However, reliable respiratory monitoring in the…
Deep learning-based detection of cessation of breathing in pre-term infants
Dineo Serame, Lionel Tarassenko, Mauricio Villarroel
Apnoea of prematurity is characterised by recurrent episodes of cessation of breathing and remains difficult to detect reliably using routinely monitored physiological signals in t…
NeoLoc-68: End-to-end 68-point neonatal facial landmark localisation in neonatal clinical environments
Abdullah Bin-Obaid, Maria M. Cobo, Rebeccah Slater +2
Facial landmark localisation is a prerequisite for developing automated, non-contact neonatal pain assessment methods. Clinicians use pain scales to judge the severity of pain, man…
InfantFace: Detecting infant faces in neonatal clinical environments
Abdullah Bin-Obaid, Maria M. Cobo, Rebeccah Slater +2
Reliable localisation of the neonatal face is the first step for several video-camera based non-contact assessments such as pain and distress related facial expression analysis, pa…