Analysis of functional connectivity using machine learning and deep learning in EEG data from patients with focal dystonia
Objective: To apply a novel machine learning (ML) method to EEG data as a tool for the diagnosis of dystonia, providing a medical interpretation and…Automatic Detection of Parkinson’s Disease by Voice Analysis
Objective: This study aimed to address this gap by investigating whether convolutional neural networks (CNN) can accurately distinguish PD patients from non-PD individuals. Background: Vocal…Prevalence of multiple system atrophy in Europe: literature review
Objective: To provide a literature overview on the prevalence of multiple system atrophy (MSA) in selected European countries Background: Multiple system atrophy (MSA) is a…Disease progression of data-driven subtypes of Parkinson Disease (PD): 5-year longitudinal study from The Early Parkinson’s disease Longitudinal Singapore (PALS) cohort
Objective: To evaluate the non-motor symptom(NMS), motor and cognition progression among the Parkinson Disease (PD) clusters derived from data-driven approach. Background: Data-driven PD subtypes were…Pain as a Risk Factor for Developing Depression among Patients with Parkinson’s Disease: A Systematic Review of 1426 patients
Objective: This systematic review aims mainly to investigate pain as an independent risk factor for developing depressive symptoms among patients with PD. Background: Parkinson's disease…The effect of intranasal insulin administration on motor and non-motor symptoms in Parkinson’s disease patients; a randomized double-blinded placebo-controlled clinical trial
Objective: To evaluating the effect of intranasal insulin administration on motor and non-motor symptoms in Parkinson’s disease patients; a randomized double-blinded placebo-controlled clinical trial Background:…Dystonic tremor as main manifestation of a large SCA21 family
Objective: To identify the genetic cause of disease in a French family with multiple members affected by dystonic tremor with autosomal dominant inheritance. Background: Spinocerebellar…Self-perception of symptoms lateralization and association with symptoms severity in Parkinson’s disease.
Objective: To compare the self-perception of symptoms lateralization with clinical evaluation, and explore associations with symptoms severity, onset side, and handedness. Background: Symptoms lateralization is…Sex-specific speech correlates of dysphagia in Parkinson’s disease
Objective: To identify speech characteristics that directly correlate with dysphagia in advanced Parkinson's disease (PD) patients, using both acoustic and perceptual analyses of speech, with…Theoretical Definition of DBS Electrode Misplacement
Objective: To propose a definition of Subthalamic Nucleus Deep Brain Stimulation (STN-DBS) electrode misplacement (MP) based on ideal brain connectivity strength. Background: MP is defined…
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