How wearable sensors can support Parkinson's disease diagnosis and treatment: a systematic review
Background: Parkinson's disease (PD) is a common and disabling pathology that is
characterized by both motor and non-motor symptoms and affects millions of people …
characterized by both motor and non-motor symptoms and affects millions of people …
Artificial intelligence for assisting diagnostics and assessment of Parkinson's disease—A review
Artificial intelligence, specifically machine learning, has found numerous applications in
computer-aided diagnostics, monitoring and management of neurodegenerative movement …
computer-aided diagnostics, monitoring and management of neurodegenerative movement …
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 …
Vision-based finger tapping test in patients with Parkinson's disease via spatial-temporal 3D hand pose estimation
Z Guo, W Zeng, T Yu, Y Xu, Y Xiao… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Finger tapping test is crucial for diagnosing Parkinson's Disease (PD), but manual visual
evaluations can result in score discrepancy due to clinicians' subjectivity. Moreover …
evaluations can result in score discrepancy due to clinicians' subjectivity. Moreover …
A low-cost vision system based on the analysis of motor features for recognition and severity rating of Parkinson's Disease
Background Assessment and rating of Parkinson's Disease (PD) are commonly based on
the medical observation of several clinical manifestations, including the analysis of motor …
the medical observation of several clinical manifestations, including the analysis of motor …
[HTML][HTML] Upper limb motor pre-clinical assessment in Parkinson's disease using machine learning
F Cavallo, A Moschetti, D Esposito… - Parkinsonism & related …, 2019 - Elsevier
Introduction Parkinson's disease (PD) is a common neurodegenerative disorder
characterized by disabling motor and non-motor symptoms. For example, idiopathic …
characterized by disabling motor and non-motor symptoms. For example, idiopathic …
Towards a comprehensive solution for a vision-based digitized neurological examination
The ability to use digitally recorded and quantified neurological exam information is
important to help healthcare systems deliver better care, in-person and via telehealth, as …
important to help healthcare systems deliver better care, in-person and via telehealth, as …
Quick computer aided differential diagnostics based on repetitive finger tapping in Parkinson's disease and atypical parkinsonisms
Background Parkinson's disease (PD) is the second most common neurodegenerative
disorder whose prevalence rises with age, yet clinical diagnosis is still a challenging task …
disorder whose prevalence rises with age, yet clinical diagnosis is still a challenging task …
Spectral parameters for finger tapping quantification
A miniature inertial sensor placed on fingertip of index finger while performing finger tapping
test can be used for an objective quantification of finger tapping motion. Temporal and …
test can be used for an objective quantification of finger tapping motion. Temporal and …
Application of artificial intelligence for kinematic signal processing in diagnostics of Parkinson's disease and atypical parkinsonisms: doctoral dissertation
M Belić - Универзитет у Београду, 2023 - nardus.mpn.gov.rs
Clinical diagnosis of Parkinson's disease (PD) and atypical parkinsonisms remains a
challenging and time-consuming task. This study sought to utilize AI to provide quick support …
challenging and time-consuming task. This study sought to utilize AI to provide quick support …