Situation-Aware Patient Monitoring in and around the Bed Using Multimodal Sensing Intelligence

Due to the physical and mental impairments, frail elderly have to stay in the bed most of their time. So, serious health issues and physical injuries can occur to them if dangerous events and situations around the bed are not known in advance. This paper proposes continuous patient monitoring with situation awareness using multimodality sensors to recognize such dangerous events in and around the bed. With multimodal sensing intelligence, various contexts and situations of those bedridden elderly can be determined. By incorporating personalization and medical domain knowledge into detected events and activities, dangerous events can be recognized immediately. Then, timely intervention can be provided to the elderly with potential fall risks. So our solution supports situation aware patient monitoring and provides desirable personalized care at the institutions enabling to prevent potential health and well-being problems in and around the bed.