Machine Learning for 3D Kinematic Analysis of Movements in Neurorehabilitation.
Journal:
Current neurology and neuroscience reports
Published Date:
Jun 15, 2020
Abstract
PURPOSE OF REVIEW: Recent advances in the machine learning field, especially in deep learning, provide the opportunity for automated, detailed, and unbiased analysis of motor behavior. Although there has not yet been wide use of these techniques in the motor rehabilitation field, they have great potential. In this review, I describe how the current state of machine learning can be applied to 3D kinematic analysis, and how this will have an impact on neurorehabilitation.