Motion Tracking in Diagnosis: Gait Disorders Classification with a Dual-Head Attentional Transformer-LSTM

Motion Tracking in Diagnosis: Gait Disorders Classification with a Dual-Head Attentional Transformer-LSTM

Abstract Gait and motion stability analysis in gait dysfunction problems is a very interesting research area. Usually, patients who undergo vestibular deafferentation are affected by changes in their dynamic balance. Therefore, it is important both patients and physicians are able to monitor the pro...

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Bibliographic Details
Main Authors: Mohsen Shayestegan, Jan Kohout, Kateřina Trnková, Martin Chovanec, Jan Mareš
Format: Article
Language:English
Published: Springer 2023-06-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Deep learning
Classification
Gait disorders
Vision transformer
LSTM
TPCNN
Online Access:https://doi.org/10.1007/s44196-023-00280-z

Internet

https://doi.org/10.1007/s44196-023-00280-z

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