Granular Motor State Monitoring of Free Living Parkinson's Disease Patients via Deep Learning

no code implementations • 15 Nov 2019 • Kamer A. Yuksel, Jann Goschenhofer, Hridya V. Varma, Urban Fietzek, Franz M. J. Pfister

Parkinson's disease (PD) is the second most common neurodegenerative disease worldwide and affects around 1% of the (60+ years old) elderly population in industrial nations.

A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson's Disease

no code implementations • 31 Aug 2018 • Muriel Lang, Franz M. J. Pfister, Jakob Fröhner, Kian Abedinpour, Daniel Pichler, Urban Fietzek, Terry T. Um, Dana Kulić, Satoshi Endo, Sandra Hirche

The assessment of Parkinson's disease (PD) poses a significant challenge as it is influenced by various factors which lead to a complex and fluctuating symptom manifestation.

Management