Probabilistic modelling of gait for robust passive monitoring in daily life

Raykov Yordan P.,Evers Luc J. W.,Badawy Reham,Bloem Bastiaan,Heskes Tom M.,Meinders Marjan,Claes Kasper,Little Max A.

IEEE Journal of Biomedical and Health Informatics（2021）

引用 7|浏览41

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摘要

Passive monitoring in daily life may provide valuable insights into a person's health throughout the day. Wearable sensor devices play a key role in enabling such monitoring in a non-obtrusive fashion. However, sensor data collected in daily life reflect multiple health and behavior-related factors together. This creates the need for a structured principled analysis to produce reliable and interpr...

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关键词

Accelerometers,Monitoring,Medical diagnostic imaging,Hidden Markov models,Feature extraction,Wearable sensors,Wearable computers

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