Automated Sleep Detection in Movement Disorders Using Deep Brain Stimulation and Machine Learning.

Arjun BalachandarYosra HashimOkeanis VaouAlfonso Fasano

Published in: Movement disorders : official journal of the Movement Disorder Society (2024)

Chronic intracranial narrowband recordings can accurately identify sleep in various movement disorders and targets in this proof-of-concept study. © 2024 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.

Keyphrases

deep brain stimulation
machine learning
parkinson disease
physical activity
obsessive compulsive disorder
sleep quality
deep learning
randomized controlled trial
artificial intelligence
high throughput
real time pcr
drug induced