AIMC Topic: Actigraphy

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Validity of an Integrative Method for Processing Physical Activity Data.

Medicine and science in sports and exercise Aug 1, 2016
UNLABELLED: Accurate assessments of both physical activity and sedentary behaviors are crucial to understand the health consequences of movement patterns and to track changes over time and in response to interventions.
Humans Machine Learning Female Young Adult Adult Male Exercise Adolescent Energy Metabolism Actigraphy
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Automated Tracking and Quantification of Autistic Behavioral Symptoms Using Microsoft Kinect.

Studies in health technology and informatics Jan 1, 2016
The prevalence of autism spectrum disorder (ASD) has risen significantly in the last ten years, and today, roughly 1 in 68 children has been diagnosed. One hallmark set of symptoms in this disorder are stereotypical motor movements. These repetitive ...
Humans Machine Learning Mental Disorders Female Reproducibility of Results Sensitivity and Specificity Male Diagnosis, Computer-Assisted Imaging, Three-Dimensional Pattern Recognition, Automated Autistic Disorder Actigraphy Video Games Whole Body Imaging
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Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring.

Studies in health technology and informatics Jan 1, 2015
Home monitoring of chronically ill or elderly patient can reduce frequent hospitalisations and hence provide improved quality of care at a reduced cost to the community, therefore reducing the burden on the healthcare system. Activity recognition of ...
Humans Machine Learning Reproducibility of Results Self Care Sensitivity and Specificity Exercise Smartphone Mobile Applications Australia Telemedicine Pattern Recognition, Automated Actigraphy Home Care Services Transducers
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