AIMC Topic: Activities of Daily Living

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Comparison of Machine Learning Techniques for Activities of Daily Living Classification with Electromyographic Data.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Advances in data science and wearable robotic devices present an opportunity to improve rehabilitation outcomes. Some of these devices incorporate electromyography (EMG) electrodes that sense physiological patient activity, making it possible to deve...

Developing an Upper Limb Kinematics Database of Activities of Daily Living.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Open-access databases can facilitate data sharing among researchers and provide normative data for objective clinical assessment development, robotic design, and biomechanical modeling. However, most existing databases focus on gait, balance, and han...

Use of Robots to Support Those Living with Dementia and Their Caregivers.

Studies in health technology and informatics
Dementia and other related diseases causing symptoms of mild cognitive impairment are being increasingly diagnosed. These diseases are placing a significant strain on the healthcare system. Robotic technology research has also been increasing, specif...

Utility of Machine Learning Approach with Neuropsychological Tests in Predicting Functional Impairment of Alzheimer's Disease.

Journal of Alzheimer's disease : JAD
BACKGROUND: In assessing the levels of clinical impairment in dementia, a summary index of neuropsychological batteries has been widely used in describing the overall functional status.

Effects of Robot-Assisted Rehabilitation on Hand Function of People With Stroke: A Randomized, Crossover-Controlled, Assessor-Blinded Study.

The American journal of occupational therapy : official publication of the American Occupational Therapy Association
IMPORTANCE: The effects of robot-assisted task-oriented training with tangible objects among patients with stroke remain unknown.

Effects of short-term upper limb robot-assisted therapy on the rehabilitation of sub-acute stroke patients.

Technology and health care : official journal of the European Society for Engineering and Medicine
BACKGROUND: Robot-assisted therapy (RT) has become a promising stroke rehabilitation intervention.