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[HTML][HTML] Automatic two-dimensional & three-dimensional video analysis with deep learning for movement disorders: A systematic review
The advent of computer vision technology and increased usage of video cameras in clinical
settings have facilitated advancements in movement disorder analysis. This review …
settings have facilitated advancements in movement disorder analysis. This review …
[HTML][HTML] Evaluation of arm swing features and asymmetry during gait in Parkinson's disease using the azure kinect sensor
Arm swinging is a typical feature of human walking: Continuous and rhythmic movement of
the upper limbs is important to ensure postural stability and walking efficiency. However …
the upper limbs is important to ensure postural stability and walking efficiency. However …
[HTML][HTML] A vision-based system for stage classification of parkinsonian gait using machine learning and synthetic data
JM Chavez, W Tang - Sensors, 2022 - mdpi.com
Parkinson's disease is characterized by abnormal gait, which worsens as the condition
progresses. Although several methods have been able to classify this feature through pose …
progresses. Although several methods have been able to classify this feature through pose …
[HTML][HTML] A lightweight pose sensing scheme for contactless abnormal gait behavior measurement
Y Zhao, J Li, X Wang, F Liu, P Shan, L Li, Q Fu - Sensors, 2022 - mdpi.com
The recognition of abnormal gait behavior is important in the field of motion assessment and
disease diagnosis. Currently, abnormal gait behavior is primarily recognized by pressure …
disease diagnosis. Currently, abnormal gait behavior is primarily recognized by pressure …
Getting on the Right Foot: Using Observational and Quantitative Methods to Evaluate Movement Disorders
Currently doctors rely on tools such as the Unified Parkinson's Disease Rating Scale (MDS-
UDPRS) and the Scale for the Assessment and Rating of Ataxia (SARA) to make diagnoses …
UDPRS) and the Scale for the Assessment and Rating of Ataxia (SARA) to make diagnoses …
An optimized-skeleton-based parkinsonian gait auxiliary diagnosis method with both monitoring indicators and assisted ratings
Abnormal gait is one of the indispensable diagnostic sources of Parkinson's disease (PD)
diagnosis, typically presenting as small shuffling steps and gait bradykinesia. However, its …
diagnosis, typically presenting as small shuffling steps and gait bradykinesia. However, its …
3D human pose estimation using blazepose and direct linear transform (DLT) for joint angle measurement
Human pose estimation is a field of computer vision science that studies the determination of
joint points in the human body based on images or videos. One of the applications of human …
joint points in the human body based on images or videos. One of the applications of human …
Relationship Between the Results of Arm Swing Data From the OpenPose-Based Gait Analysis System and MDS-UPDRS Scores
Motor functions of individuals with Parkinson's disease (PD) have been studied by many
methods such as sensors, 3D measurement devices, smartphone applications, and deep …
methods such as sensors, 3D measurement devices, smartphone applications, and deep …
[PDF][PDF] OpenPose technology based yoga exercise guidance functions by hint messages and scores evaluation for dynamic and static yoga postures
WC Huang, CL Shih, IT Anggraini, N Funabiki… - Journal of Advances in …, 2023 - jait.us
In this study, the proposed system provides the hint message and hint music functions to
guide users through Yoga exercise movements, and the proposed score calculation method …
guide users through Yoga exercise movements, and the proposed score calculation method …
Design of OpenPose-based of exercise assistant system with instructor-user synchronization for self-practice dynamic yoga
SW Shen, WC Huang, IT Anggraini, N Funabiki… - Proceedings of the 10th …, 2022 - dl.acm.org
In this paper, a system design for self-practice dynamic Yoga at home is developed with
instructor-user synchronization. The key points of the human skeleton of the instructor and …
instructor-user synchronization. The key points of the human skeleton of the instructor and …