Ontology highlight
ABSTRACT:
SUBMITTER: Mohammed A
PROVIDER: S-EPMC7248244 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature
Mohammed Ameer A Bayford Richard R Demosthenous Andreas A
Frontiers in neuroscience 20200519
The mechanisms underlying the beneficial effects of deep brain stimulation (DBS) for Parkinson's disease (PD) remain poorly understood and are still under debate. This has hindered the development of adaptive DBS (aDBS). For further progress in aDBS, more insight into the dynamics of PD is needed, which can be obtained using machine learning models. This study presents an approach that uses generative and discriminative machine learning models to more accurately estimate the symptom severity of ...[more]