Clinically informed automated assessment of finger tapping videos in Parkinson's disease
The utilization of Artificial Intelligence (AI) for assessing motor performance in Parkinson's
Disease (PD) offers substantial potential, particularly if the results can be integrated into …
Disease (PD) offers substantial potential, particularly if the results can be integrated into …
Characterizing Disease Progression in Parkinson's Disease from Videos of the Finger Tapping Test
Introduction: Parkinson's disease (PD) is characterized by motor symptoms whose
progression is typically assessed using clinical scales, namely the Movement Disorder …
progression is typically assessed using clinical scales, namely the Movement Disorder …
A computer vision framework for finger-tapping evaluation in Parkinson's disease
Objectives The rapid finger-tapping test (RFT) is an important method for clinical evaluation
of movement disorders, including Parkinson's disease (PD). In clinical practice, the naked …
of movement disorders, including Parkinson's disease (PD). In clinical practice, the naked …
Supervised classification of bradykinesia in Parkinson's disease from smartphone videos
Background Slowness of movement, known as bradykinesia, is the core clinical sign of
Parkinson's and fundamental to its diagnosis. Clinicians commonly assess bradykinesia by …
Parkinson's and fundamental to its diagnosis. Clinicians commonly assess bradykinesia by …
Automatic detection pipeline for accessing the motor severity of Parkinson's disease in finger tapping and postural stability
Parkinson's disease (PD) is a nervous disorder that can cause motor impairment. PD
severity assessment based on a series of motor movements illustrated in Unified Parkinson's …
severity assessment based on a series of motor movements illustrated in Unified Parkinson's …
Towards automated and marker-less Parkinson disease assessment: predicting UPDRS scores using sit-stand videos
This paper presents a novel deep learning enabled, video based analysis framework for
assessing the Unified Parkinson's Disease Rating Scale (UPDRS) that can be used in the …
assessing the Unified Parkinson's Disease Rating Scale (UPDRS) that can be used in the …
Using AI to measure Parkinson's disease severity at home
We present an artificial intelligence (AI) system to remotely assess the motor performance of
individuals with Parkinson's disease (PD). In our study, 250 global participants performed a …
individuals with Parkinson's disease (PD). In our study, 250 global participants performed a …
A deep learning approach for grading of motor impairment severity in Parkinson's disease
Objective and quantitative monitoring of movement impairments is crucial for detecting
progression in neurological conditions such as Parkinson's disease (PD). This study …
progression in neurological conditions such as Parkinson's disease (PD). This study …
PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease via Automated Hand Gesture Analysis
Parkinson's Disease (PD) is a commonly diagnosed movement disorder with more than 10
million patients worldwide. Its clinical evaluation relies on a rating system called MDS …
million patients worldwide. Its clinical evaluation relies on a rating system called MDS …
A Deep Learning Approach for Automatic and Objective Grading of the Motor Impairment Severity in Parkinson's Disease for Use in Tele-Assessments
Wearable sensors provide a tool for at-home monitoring of motor impairment progression in
neurological conditions such as Parkinson's disease (PD). This study examined the ability of …
neurological conditions such as Parkinson's disease (PD). This study examined the ability of …