Elucidating Factors Influencing Machine Learning Algorithm Prediction in Spasticity Assessment: A Prospective Cross Sectional Observational Study
Objective: To train and validate a machine learning model (MLM) algorithm utilizing the inertial and sEMG datasets for spasticity assessment according to MAS classification and…Comparative connectivity correlates of dystonic and essential tremor deep brain stimulation
Objective: To analyze the pathophysiology of dystonic tremor (DT) and essential tremor (ET) and to reveal the optimal deep brain stimulation (DBS) target for these…First in history MRgFUS treatment procedures remote start and successful treatment of PD patients due to COVID-19 epidemic
Objective: The aim of our study is to present the results of 20 PD patients treated with magnetic resonance guided focused ultrasound thalamotomy (MRgFUS) with…GPi DBS for refractory dystonia 4 years after STN DBS on a Parkinson’s Disease patient
Objective: Describe a case of unilateral globus pallidus internus (GPi) deep brain stimulation (DBS) for refractory dystonia after subthalamic nucleus (STN) DBS on a Parkinson…Unsupervised human activity recognition from accelerometer data
Objective: To recognize human activity from accelerometer signals using unsupervised learning Background: Monitoring of patients using wearables during their activities of daily living (ADL) could…Wearable Devices in Movement Disorder Trials to Provide Objective Measures
Objective: To understand the validity of wearable devices in capturing objective motor and nonmotor symptoms of Parkinson’s Disease (PD) in addition to what has been…A Computer-Vision Based Method for Quantifying Parkinsonian Gait
Objective: We proposed and evaluated a novel approach for estimating severity of gait impairment in Parkinson’s disease using a computer vision-based methodology. Background: Gait is…Functional connectivity predictive of efficacy for thalamic deep brain stimulation for Tourette Syndrome
Objective: To investigate whether outcome of thalamic deep brain stimulation (DBS) for Tourette Syndrome can be predicted by functional connectivity estimates seeding from individual stimulation sites.…Are we addressing the emotional burden? – recognition of mood disorders in patients with essential tremor
Objective: To examine the assessment of non-motor symptoms in essential tremor in movement disorder clinics. Background: Essential tremor (ET) is one of the most common…Dysautonomia and cognitive impairment in Essential Tremor: is there a link?
Objective: To investigate the relationship between autonomic dysfunction and cognitive impairment in Essential Tremor (ET). Background: Even though the term ‘essential’ was used to reflect…
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