Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision on Gait Task Videos

In this paper, we investigated whether we can 1) detect participants with ataxia-specific gait characteristics (risk-prediction), and 2) assess severity of ataxia from gait (severity-assessment) using computer vision. We created a dataset of 155 videos from 89 participants, 24 controls and 65 diagno...

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Veröffentlicht in:	arXiv.org 2022-04
Hauptverfasser:	Rahman, Wasifur, Masum Hasan, Md Saiful Islam, Olubajo, Titilayo, Thaker, Jeet, Abdelrahman Abdelkader, Yang, Phillip, Ashizawa, Tetsuo, Hoque, Ehsan
Format:	Artikel
Sprache:	eng
Schlagworte:	Ataxia Computer vision Correlation coefficients Datasets Gait Prediction models Risk assessment Video
Online-Zugang:	Volltext
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