Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment

Abstract

The development of wearable sensors has opened the door for long-term assessment of movement disorders. However, there is still a need for developing methods suitable to monitor motor symptoms in and outside the clinic. The purpose of this paper was to investigate deep learning as a method for this monitoring. Deep learning recently broke records in speech… (More)
DOI: 10.1109/EMBC.2016.7590787

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