Machine Learning Model for Aberrant Driving Behaviour Prediction Using Heart Rate Variability: A Pilot Study Involving Highway Bus Drivers.

Cheng-Yu TsaiArnab MajumdarYija WangWen-Hua HsuJiunn-Horng KangKang-Yun LeeChien-Hua TsengYi-Chun KuanHsin-Chien LeeCheng-Jung WuRobert HoughtonHe-In CheongIulia ManoleYin-Tzu LinLok-Yee Joyce LiWen-Te Liu

Published in: International journal of occupational safety and ergonomics : JOSE (2022)

Sleep deficit may be related to the increased fatigue level and ADB occurrence predicted from HRV-based models among bus drivers.

Keyphrases

heart rate variability
machine learning
heart rate
sleep quality
risk assessment
physical activity
artificial intelligence
blood pressure
big data