PDSS: A Novel Mobile-based Parkinson Disease Severity Score
Objective: To propose a novel mobile-based Parkinson Disease Severity Score (PDSS) to provide high resolution and objective severity monitoring for patients in the home setting.…Physical Activity in Early Parkinson Disease
Objective: To characterize physical activity habits in patients with early Parkinson disease (PD). Background: Physical activity is an important therapy for PD as it may…Autonomous Tracking of Body Bradykinesia during Unconstrained Activities in Parkinson’s Disease
Objective: To develop an algorithm for real-time automated detection of body bradykinesia during unconstrained activities using combined inertial measurement (IMU) and electromyographic (EMG) sensor data.…Motor Heterogeneity in Parkinson’s Disease: A Bayesian Perspective
Objective: To identify motor symptom subtypes in idiopathic Parkinson’s disease (PD) using a Bayesian analytic approach to latent profile analysis. Background: Several subtypes of Parkinson’s…Efficacy of Smartphone-enabled Active Tests in Automated PD Severity Assessment
Objective: To compare the efficacy of five smartphone-enabled active tests in detecting severity changes after medication, via an automated Parkinson Disease Severity Score (PDSS). Background:…Does the side of onset affect motor and non-motor symptoms in Parkinson’s disease?
Objective: To assess the association between motor and non-motor symptoms of Parkinson’s Disease (PD) and side of onset considering hand dominance. Background: PD motor symptoms…Patient Clustering through a Mobile-based PD Severity Score
Objective: To demonstrate that PD patients can be clustered based on their performance on smartphone-enabled active tests. Background: Treatment decisions of PD require granular information…Deep Learning in Objective Classification of Spontaneous Movement of Patients with Parkinson’s Disease Using Large-Scale Free-Living Sensor Data
Objective: Our goal was to classify spontaneous movement using a commercially available motion sensor in a clinically meaningful 3-/9-step discrete scale (SMS-3/SMS-9). Background: Brady-hypokinetic and dyskinetic…A Service Evaluation of the Clinical Use of Parkinson’s KinetiGraph (PKG) Movement Recording System in the Assessment of Parkinson’s Disease Patients with Tremor
Objective: To evaluate the clinical usefulness of PKG Movement Recording System in the assessment process to aid recognition and understanding of tremor in patients with Parkinson’s disease…Acquisition, Validation and Preprocessing of Wrist-Worn Sensor Data in Patients with Parkinson’s Disease and Healthy Controls
Objective: We describe relevant aspects and data processing steps for accelerometry and gyroscopy recordings made with a wrist-worn low-cost sensor device. In order to generalize…
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