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

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.