Browsing Kinesiology and Health Sciences by Subject "Machine learning"
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Detecting subject-specific fatigue related changes in lifting kinematics using a machine learning approach
(University of Waterloo, 2021-01-07)Background. Functional capacity evaluations (FCEs) are used to determine a worker’s capacity for return to work (RTW) or for job matching purposes. FCEs are completed using a subjective approach, where a trained evaluator ... -
Prediction of Oxygen Uptake and its Dynamics by Wearable Sensors During Activities of Daily Living
(University of Waterloo, 2016-12-21)The evaluation of the aerobic response to a new energetic demand provides valuable information regarding the functional capabilities of the aerobic system. Abnormal, or impaired aerobic responses may occur before the ...