An initial machine learning model applied to local field potential data from the subthalamic nucleus to detect freezing of gait in Parkinson’s disease

IntroductionFreezing of gait (FOG) is an unpredictable and debilitating symptom of Parkinson’s disease (PD). Current approaches to treating FOG are lacking; adaptive deep brain stimulation (aDBS) holds promise in treating FOG. However, a necessary precursor to using aDBS is understanding changes in...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Jay L. Alberts, Paul Cantlay, Anson B. Rosenfeldt, Christina Felix, Colin Waltz, Andrew S. Bazyk, Visar Berki, Nitesh Malan, Sean Nagel, Benjamin Walter, James Liao, David Escobar, Kenneth B. Baker, Mandy Miller Koop
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Frontiers Media S.A. 2026-05-01
Schriftenreihe:	Frontiers in Neurology
Schlagworte:	deep brain stimulation freezing of gait local field potentials machine learning Parkinson’s disease
Online-Zugang:	https://www.frontiersin.org/articles/10.3389/fneur.2026.1793291/full
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!