Application of a Machine Learning Algorithms in a Wrist-Wearable Sensor for Patient Health Monitoring during Autonomous Hospital Bed Transport

• Published in: Sensors (Basel, Switzerland) Vol. 21; no. 17; p. 5711
• Main Authors: Tan, Yan Hao, Liao, Yuwen, Tan, Zhijie, Li, King-Ho Holden
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 25.08.2021; MDPI
• Subjects: Algorithms; Artificial Intelligence; Automation; Datasets; Decision making; Dreyfus; Goodness of fit; Hospitals; Humans; Machine Learning; Monitoring, Physiologic; polynomial regression; Polynomials; remote automated monitoring; Remote monitoring; Remote sensors; Sensors; Signal Processing, Computer-Assisted; Smart sensors; Waveforms; Wearable Electronic Devices; Wrist; wristband sensor; Singapore; Dreyfus; remote automated monitoring; machine learning; wristband sensor; polynomial regression

Smart sensors, coupled with artificial intelligence (AI)-enabled remote automated monitoring (RAMs), can free a nurse from the task of in-person patient monitoring during the transportation process of patients between different wards in hospital settings. Automation of hospital beds using advanced r...