Investigating Smiling Asymmetries in Parkinson’s Disease through the Whistle–Smile Reflex
Objective: To assess the frequency, intensity, and asymmetry of smiling elicited by the whistle–smile reflex (WSR) in Parkinson’s disease (PD) compared with healthy controls (HCs),…Interpretable AI for Quantitative Video-Based UPDRS Assessment of Hand Movements in Parkinson’s Disease
Objective: To quantify and compare the diagnostic contributions of the three standard MDS-UPDRS hand motor tasks using video-based assessment of bradykinesia in Parkinson's Disease (PD).…Developing non-invasive EEG biomarkers for Parkinson’s disease using concurrent subthalamic nucleus/cortical recording as ground truth.
Objective: In the present study, we aimed to: (1) isolate the motor cortical EEG activity responsible for translating subthalamic nucleus (STN) beta hypersynchrony into bradykinesia;…An International Consensus Framework for Computer Vision-ready acquisition and reporting: Toward Measurement-grade video in Neurology
Objective: To develop an international consensus framework for clinical video acquisition and metadata reporting optimized for Computer Vision-based movement analysis Background: Advances in Computer Vision (an AI method…Validation of Instrumented Finger Tapping Metrics for Bradykinesia in Parkinson’s disease
Objective: To validate quantitative metrics using goniometer and TAS test video-based finger tapping in Parkinson’s disease. Background: Clinical assessment of finger tapping in Parkinson's disease…Global Performance Patterns in the MDS-UPDRS Motor Certification Program: A five-year Analysis
Objective: To evaluate participation trends, certification rates, case-level difficulty, and item-level performance patterns over five years. Background: The MDS-UPDRS Part III is a core outcome…Clinical and Patient-Reported Outcomes in Patients With and Without Severe Bradykinesia According to Sensor Measurements
Objective: To explore clinical and patient-reported outcomes in patients with and without severe sensor-measured bradykinesia in patients with Parkinson’s disease (PD). Background: Parkinson's disease (PD)…Effects of Rhythmic Auditory Stimulation Combined with LSVT BIG based exercises and Task-Specific Training on Balance and Gait in Parkinson Disease
Objective: To examine the effects of RAS combined with LSVT-BIG based exercises and TST on balance, fall risk, functional mobility, posture and gait parameters in…The Spectrum of Praxis Impairments in Patients with Parkinson’s Disease
Objective: Our study aims to examine the state of praxis within the structure of motor impairments in patients with Parkinson's disease (PD). Background: PD is…The “Guarda” (Tower) Drawing Test: A Novel Bedside Tool to Quantify Bradykinesia in Parkinson’s Disease
Objective: Quantify Bradykinesia Through Standardized Drawing in PD patients. Background: Bradykinesia is the cardinal symptom in Parkinson's Disease (PD). The slowing and progressive reduction in…
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