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Non-contact heart and respiratory rate monitoring of preterm infants based on a computer vision system: a method comparison study.

Kim GibsonAli Al-NajiJulie FleetMary SteenAdrian EstermanJavaan ChahlJasmine HuynhScott Morris
Published in: Pediatric research (2019)
This study provides necessary data for improving algorithms to address confounding variables common to the neonatal population. Further studies investigating the robustness of the proposed system for premature infants are therefore required.
Keyphrases
  • preterm infants
  • deep learning
  • machine learning
  • heart failure
  • low birth weight
  • electronic health record
  • big data