Co-evolution of machine learning and digital technologies to improve monitoring of Parkinson's disease motor symptoms
AS Chandrabhatla, IJ Pomeraniec… - NPJ digital …, 2022 - nature.com
Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor
impairments such as tremor, bradykinesia, dyskinesia, and gait abnormalities. Current …
impairments such as tremor, bradykinesia, dyskinesia, and gait abnormalities. Current …
Parkinson's disease management via wearable sensors: a systematic review
Wearable technology has played an essential role in the Mobile Health (mHealth) sector for
diagnosis, treatment, and rehabilitation of numerous diseases and disorders. One such …
diagnosis, treatment, and rehabilitation of numerous diseases and disorders. One such …
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos
Parkinson's disease (PD) is a brain disorder that primarily affects motor function, leading to
slow movement, tremor, and stiffness, as well as postural instability and difficulty with …
slow movement, tremor, and stiffness, as well as postural instability and difficulty with …
Prediction and detection of freezing of gait in Parkinson's disease from plantar pressure data using long short-term memory neural-networks
Background Freezing of gait (FOG) is a walking disturbance in advanced stage Parkinson's
disease (PD) that has been associated with increased fall risk and decreased quality of life …
disease (PD) that has been associated with increased fall risk and decreased quality of life …
Detection and assessment of Parkinson's disease based on gait analysis: A survey
Neurological disorders represent one of the leading causes of disability and mortality in the
world. Parkinson's Disease (PD), for example, affecting millions of people worldwide is often …
world. Parkinson's Disease (PD), for example, affecting millions of people worldwide is often …
Objective measurement versus clinician-based assessment for Parkinson's disease
Introduction Although clinician-based assessment through standardized clinical rating
scales is currently the gold standard for quantifying motor impairment in Parkinson's disease …
scales is currently the gold standard for quantifying motor impairment in Parkinson's disease …
Recent trends and practices toward assessment and rehabilitation of neurodegenerative disorders: Insights from human gait
The study of human movement and biomechanics forms an integral part of various clinical
assessments and provides valuable information toward diagnosing neurodegenerative …
assessments and provides valuable information toward diagnosing neurodegenerative …
Toward objective monitoring of Parkinson's disease motor symptoms using a wearable device: wearability and performance evaluation of PDMonitor®
Parkinson's disease (PD) is characterized by a variety of motor and non-motor symptoms. As
disease progresses, fluctuations in the response to levodopa treatment may develop, along …
disease progresses, fluctuations in the response to levodopa treatment may develop, along …
Recent trends in wearable device used to detect freezing of gait and falls in people with Parkinson's disease: A systematic review
T Huang, M Li, J Huang - Frontiers in aging neuroscience, 2023 - frontiersin.org
Background The occurrence of freezing of gait (FOG) is often observed in moderate to last-
stage Parkinson's disease (PD), leading to a high risk of falls. The emergence of the …
stage Parkinson's disease (PD), leading to a high risk of falls. The emergence of the …
Future therapeutic strategies for freezing of gait in Parkinson's disease
CK Cui, SJG Lewis - Frontiers in Human Neuroscience, 2021 - frontiersin.org
Freezing of gait (FOG) is a common and challenging clinical symptom in Parkinson's
disease. In this review, we summarise the recent insights into freezing of gait and highlight …
disease. In this review, we summarise the recent insights into freezing of gait and highlight …