AIMC Topic: Accelerometry

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Objective Assessment of Physical Activity: Classifiers for Public Health.

Medicine and science in sports and exercise May 1, 2016
PURPOSE: Walking for health is recommended by health agencies, partly based on epidemiological studies of self-reported behaviors. Accelerometers are now replacing survey data, but it is not clear that intensity-based cut points reflect the behaviors...
Humans Machine Learning Algorithms Female Aged Adult Male Middle Aged Exercise Public Health Overweight Obesity Activities of Daily Living Monitoring, Ambulatory Accelerometry Bicycling
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Towards a Personal Health Record System for the Assesment and Monitoring of Sedentary Behavior in Indoor Locations.

Studies in health technology and informatics Jan 1, 2016
BACKGROUND: Sedentary behavior has been associated to the development of noncommunicable diseases (NCD) such as cardiovascular diseases (CVD), type 2 diabetes, and cancer. Accelerometers and inclinometers have been used to estimate sedentary behavior...
Humans Algorithms Posture Health Records, Personal Supervised Machine Learning Accelerometry Sedentary Behavior Wireless Technology
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Classification of Movement of People with Parkinsons Disease Using Wearable Inertial Movement Units and Machine Learning.

Studies in health technology and informatics Jan 1, 2016
In this work, inertial movement units were placed on people with Parkinsons disease (PwPD) who subsequently performed a standard test of walking endurance (six-minute walk test - 6MWT). Five devices were placed on each the limbs and small of the back...
Humans Machine Learning Female Aged Male Middle Aged Wearable Electronic Devices Parkinson Disease Walking Rotation Accelerometry Movement Extremities
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