[HTML][HTML] Automatic two-dimensional & three-dimensional video analysis with deep learning for movement disorders: A systematic review

W Tang, PMA van Ooijen, DA Sival… - Artificial Intelligence in …, 2024 - Elsevier
The advent of computer vision technology and increased usage of video cameras in clinical
settings have facilitated advancements in movement disorder analysis. This review …

Computer Vision in Clinical Neurology: A Review

MU Friedrich, S Relton, D Wong, J Alty - JAMA neurology, 2025 - jamanetwork.com
Importance Neurological examinations traditionally rely on visual analysis of physical
clinical signs, such as tremor, ataxia, or nystagmus. Contemporary score-based …

A Novel Video-Based Methodology for Automated Classification of Dystonia and Choreoathetosis in Dyskinetic Cerebral Palsy During a Lower Extremity Task

H Haberfehlner, Z Roth… - … and Neural Repair, 2024 - journals.sagepub.com
Background Movement disorders in children and adolescents with dyskinetic cerebral palsy
(CP) are commonly assessed from video recordings, however scoring is time-consuming …

Gamified Closed‐Loop Intervention Enhances Tic Suppression in Children: A Randomized Trial

MS Rotstein, S Zimmerman‐Brenner… - Movement …, 2024 - Wiley Online Library
Background Gamification of behavioral intervention for tic disorders (TDs) potentially
enhances compliance and offers key clinical advantages. By delivering immediate positive …

Quantifying tics: Best practices and design considerations for video-based tic coding in research

M DuBois, K Houlihan, B Raab, A Pryor… - Behavior Research …, 2024 - Springer
Tic disorders (TD), including Tourette Syndrome, are characterized by involuntary, repetitive
movements and/or vocalizations that can lead to persistent disability and impairment across …

[HTML][HTML] Deep learning-assisted non-invasive pediatric tic disorder diagnosis using EEG features extracted by residual neural networks

C Wang, X Tan, B Zhu, Z Zhao, Q Wang, Y Yang… - Journal of Radiation …, 2024 - Elsevier
Early diagnosis of pediatric tic disorders (TD) is crucial for effective therapeutic intervention
and management, which can significantly improve neurological development and …

Automated Video‐Based Approach for the Diagnosis of Tourette Syndrome

R Schappert, J Verrel, NS Brügge, F Li… - Movement Disorders …, 2024 - Wiley Online Library
Background The occurrence of tics is the main basis for the diagnosis of Gilles de la Tourette
syndrome (GTS). Video‐based tic assessments are time consuming. Objective The aim was …

Advancements and Challenges in AI Applications for Movement Disorders

AF Ashour, MM Fouda - … Conference on Internet of Things and …, 2023 - ieeexplore.ieee.org
Incorporating artificial intelligence (AI) into healthcare holds great promise for revolutionizing
the industry. It can substantially enhance diagnostic accuracy improve treatments' …

ε-sarcoglycan myoclonus-dystonia—overview of neurophysiological, behavioral, and imaging characteristics

F Hamami, S Gerkensmeier, A Münchau… - …, 2024 - frontierspartnerships.org
Myoclonus-Dystonia is a rare, neurological movement disorder, clinically characterized by
myoclonic jerks and dystonic symptoms, such as cervical dystonia and writer's cramp …

Advances in Clustering and Classification of Tic Disorders: A Systematic Review

K Yang, T Lei, JH Jun, Q Yang, J Li… - Neuropsychiatric …, 2024 - Taylor & Francis
Purpose Tic disorders (TD) are common neurodevelopmental disorders characterized by
heterogeneous tic symptoms in children, making diagnostic classification difficult. This …