IMU-Based Classification of Parkinson's Disease From Gait: A Sensitivity Analysis on Sensor Location and Feature Selection.

IEEE Journal of Biomedical and Health Informatics(2018)

引用 129|浏览24
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摘要
Inertial measurement units (IMUs) have a long-lasting popularity in a variety of industrial applications from navigation systems to guidance and robotics. Their use in clinical practice is now becoming more common, thanks to miniaturization and the ability to integrate on-board computational and decision-support features. IMU-based gait analysis is a paradigm of this evolving process, and in this ...
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关键词
Machine learning,Wearable sensors,Feature extraction,Body sensor networks,Parkinson's disease,Legged locomotion,Sensitivity analysis
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