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...

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Autors principals:	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
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2026-05-01
Col·lecció:	Frontiers in Neurology
Matèries:	deep brain stimulation freezing of gait local field potentials machine learning Parkinson’s disease
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fneur.2026.1793291/full
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