Machine learning supervised classification study for Parkinson`s disease progression through graph-based feature selection method
Objective: The model helps neuro physicians/ neurologists to improve the PD symptoms, or therapeutic-treatment planning-procedures. Background: Artificial intelligence-based machine learning (AI-ML) supervised classification systems have…Specificity of neuronal activity in globus pallidus in patients with DYT1 dystonia
Objective: The aim of this study was a comparative analysis of the neuronal activity of globus pallidus in patients with DYT1 dystonia and idiopathic dystonia.…Intraoperative microelectrode recodings reveal functional structure of Globus Pallidus pars interna in dystonic patients
Objective: We characterized the functional structure of Globus pallidus pars interna (GPi) in dystonic patients by analizing the distribution of the firing pattern features in…Five for the price of one- A multidirectional micro-electrode recordings for DBS Surgery
Objective: To examine the use of a multidirectional micro electrode during Deep Brain Stimulation (DBS) surgery for Parkinson's Disease (PD) in 9 patients. Background: Micro-Electrode…High frequency neck vibration changes the pallidal activity in cervical dystonia
Objective: The aim of the current study is to characterize changes in spontaneous pallidal neuronal activity during modulation of peripheral proprioceptive input by means of…Pallidal single unit activity in cervical dystonia patients with unilateral deep brain stimulation
Objective: The aim of the current study is to characterize the neuronal activity of the pallidal area which gives the best benefit following unilateral deep…Decrease in STN high frequency activity after microelectrode insertion during DBS surgery for Parkinson’s disease
Objective: To examine the effects of microelectrode penetration into the STN on local field potential recordings in patients with PD undergoing bilateral STN DBS implantation.…Distinct oscillatory fingerprints in dyskinesias mediated by D1 versus D2 receptors
Objective: To characterize the patterns of cortico-basal ganglia oscillations induced by D1 or D2 receptor agonists in a rat model of L-DOPA-induced dyskinesia. Background: In…Effectiveness of lead position with microelectrode recording based support vector machine for characterizing the sub-cortical-structures via deep brain stimulus in Parkinson`s disease
Objective: To develop artificial intelligence(AI) machine/deep learning techniques for processing/analyzing MER signals of STN which will help the surgical-team (neurologists,neurosurgeons) for deciding optimal location of…Human STN local field potentials recording and stimulation and sleep response in Parkinson’s disease after deep brain stimulation
Objective: To describe the continuous recording of STN local field potentials (LFPs) and their response to electrical stimulation and sleep in a Parkinson's disease (PD)…
Abstracts from the International Congress of Parkinson’s and Movement Disorders.