Uncovering Non-Motor Subtypes in Parkinson’s Disease through Machine Learning
Objective: This study aims to uncover subtypes of Parkinson’s disease (PD) through unsupervised machine learning (ML), based on the predicted evolution of non-motor symptoms (NMS).…Detecting impulsivity through speech in patients with Parkinson’s Disease: A principle proof study
Objective: To identify speech biomarkers to assess impulsivity in patients with Parkinson's disease (PwPD). Background: Although PD mainly presents with motor symptoms, the burden of…Neurophysiological Underpinnings of Apathy in Parkinson’s Disease Versus Depressive Disorders: A Comparative Study
Objective: The manifestation of apathy in neurological and psychiatric conditions such as Parkinson's Disease (PD) and depressive disorders presents a significant clinical challenge. This study…PREVENT-PD: A Framework for Collecting Trichloroethylene Contamination Data in New York State
Objective: To describe methodology used to collect data on trichloroethylene (TCE) and perchloroethylene (PCE) contamination in Monroe County, New York. Background: TCE and PCE, chlorinated…Clinical profile of early-onset Parkinson’s disease
Objective: Describe motor and non-motor symptoms, complications and treatment in patients with early-onset Parkinson's disease (EOPD) Background: PD usually affecting people over age 60, clinically…Enhancing Real-Life Gait Performance in Persons with Parkinson Disease through the Music-Based BeatWalk Application
Objective: The goal of this study was to explore real life data collected during a gait rehabilitation program with music on Persons with Parkinson Disease.…The Prospect of Exoskeletons for Individuals with Parkinson’s Disease: A Comprehensive Review
Objective: This comprehensive review provides a thorough analysis of the effects of robotic-assisted gait training on Parkinson's disease patients' gait parameters and makes recommendations for…The role of cognitive functions on the outcomes of an intensive multidisciplinary rehabilitation program for people with Parkinson’s disease
Objective: This study examined relationships among cognitive functions and rehabilitation outcomes in patients with Parkinson's disease (PD) during a 4-week intensive, multidisciplinary rehabilitation program (Vicenza,…State of happiness as outcome measure in sleep disorders in Parkinson’s disease
Objective: The objective of this study was to evaluate state of hapiness as outcome measure in sleep disorders in PD. Background: Outcome measures are very…Combining MDS-UPDRS Parts 1 and 2: using the patient’s voice
Objective: To test whether the patient-derived MDS-UPDRS Parts assessing non-motor (Part 1) and motor (Part 2) functional impact of PD can be summed to render…
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