AtGCN: A Graph Convolutional Network For Ataxic Gait Detection [PDF]
Video-based gait analysis can be defined as the task of diagnosing pathologies, such as ataxia, using videos of patients walking in front of a camera. This paper presents a graph convolution network called AtGCN for detecting ataxic gait and identifying its severity using 2D videos.
arxiv
Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset [PDF]
Clinical gait analysis (CGA) using computer vision is an emerging field in artificial intelligence that faces barriers of accessible, real-world data, and clear task objectives. This paper lays the foundation for current developments in CGA as well as vision-based methods and datasets suitable for gait analysis.
arxiv
Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model [PDF]
We present a knowledge augmentation strategy for assessing the diagnostic groups and gait impairment from monocular gait videos. Based on a large-scale pre-trained Vision Language Model (VLM), our model learns and improves visual, textual, and numerical representations of patient gait videos, through a collective learning across three distinct ...
arxiv
Gait Analysis with an Upper Limb Prosthesis in a Child with Thrombocytopenia-Absent Radius Syndrome. [PDF]
Glowinski S+4 more
europepmc +1 more source
Toward Convenient and Accurate IMU-Based Gait Analysis. [PDF]
Boutaayamou M+7 more
europepmc +1 more source
ABCs of gait and running gait analysis [PDF]
openaire +2 more sources
Advancing Gait Analysis: Integrating Multimodal Neuroimaging and Extended Reality Technologies. [PDF]
Gramigna V, Palumbo A, Perri G.
europepmc +1 more source
Biomechanics Parameters of Gait Analysis to Characterize Parkinson's Disease: A Scoping Review. [PDF]
Russo M+8 more
europepmc +1 more source
Comprehensive Gait Analysis and Kinetic Intervention for Overweight and Obese Children. [PDF]
Popescu C+3 more
europepmc +1 more source