Towards Personalized Context-aware Bedside Patient Monitoring
Abstract
In this work, we propose a bedside monitoring system for ICU patients that integrates patient data from multiple medical devices and collects information about the patient’s physical activity. Our proof-of-concept studies demonstrate the potential for more personalized bedside patient monitoring by leveraging context-aware information, thereby enabling a more robust early warning of in-hospital deterioration. Furthermore, we explore visualization techniques to present analysis results to clinical caregivers in a more intuitive and interpretable way.
Fields of Study & Subjects
Healthcare Technology and Patient Monitoring
Context-Aware Activity Recognition Systems
Non-Invasive Vital Sign Monitoring
Publication details
- Journal / source
- IEEE/SICE International Symposium on System Integration (SII)
- Pages
- 782–787
- Publication date
- 11 January 2026
- Language
- EN