A Kinematic Sensor and Algorithm to Detect Motor Fluctuations in Parkinson Disease: Validation Study Under Real Conditions of Use.

Alejandro Rodríguez-Molinero Carlos Pérez-López Albert Samà Eva de Mingo Fernández Daniel Rodríguez Martín Jorge Hernández Vara Àngels Bayés Alfons Moral Ramiro Alvarez David Andrés Pérez-Martínez Andreu Català

Published in: JMIR rehabilitation and assistive technologies (2018)

The kinematic sensor and the algorithm for detection of motor-fluctuations validated in this study are an accurate and useful tool for monitoring PD patients with difficult-to-control motor fluctuations in the outpatient setting.

Keyphrases

parkinson disease
machine learning
deep brain stimulation
deep learning
upper limb
neural network
mass spectrometry
real time pcr