AIMC Topic: Electromyography

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Applying machine learning to gait analysis data for disease identification.

Studies in health technology and informatics Jan 1, 2015
A machine-learning framework to identify the specific disease afflicting certain patients diagnosed with Neurological and Neuromuscular Diseases (NND) or Juvenile Idiopathic Arthritis (JIA) using only gait analysis data is presented. Classifying such...
Humans Machine Learning Reproducibility of Results Sensitivity and Specificity Diagnosis, Computer-Assisted Decision Support Systems, Clinical Imaging, Three-Dimensional Electromyography Pattern Recognition, Automated Gait Disorders, Neurologic
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Dynamic feature selection applied to the recognition of grasping movements in the control of bioprosthetic hand.

Studies in health technology and informatics Jan 1, 2015
The paper presents novel method of dynamic feature selection (DFS) and its application in the problem of recognition of patient intent in the bioprosthesis control system. In the proposed approach features are selected dynamically, i.e. separately fo...
Humans Machine Learning Algorithms Feedback Hand Strength Robotics Hand Electromyography Pattern Recognition, Automated Neurofeedback Bioprosthesis
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