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Automated False Alarm Reduction in a Real-Life Intensive Care Setting Using Motion Detection.

Carl MuroiSando MeierValeria De LucaDavid J MackChristian SträsslePatrick SchwabWalter KarlenEmanuela Keller
Published in: Neurocritical care (2021)
The proposed system is a step forward toward alarm reduction; however, implementation of additional layers, such as signal curve analysis, multiple parameter correlation analysis and/or more sophisticated video-based analytics are needed for improvement.
Keyphrases
  • healthcare
  • primary care
  • machine learning
  • high throughput
  • deep learning
  • big data
  • quality improvement
  • artificial intelligence
  • label free
  • sensitive detection