dorsal/arxiv
View SchemaLow-Back Pain Physical Rehabilitation by Movement Analysis in Clinical Trial
| Authors | Sao Mai Nguyen |
|---|---|
| Categories | |
| ArXiv ID | 2601.06138vv1 |
| URL | https://arxiv.org/abs/2601.06138 |
| License | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ |
Abstract
To allow the development and assessment of physical rehabilitation by an intelligent tutoring system, we propose a medical dataset of clinical patients carrying out low back-pain rehabilitation exercises and benchmark on state of the art human movement analysis algorithms. This dataset is valuable because it includes rehabilitation motions in a clinical setting with patients in their rehabilitation program. This paper introduces the Keraal dataset, a clinically collected dataset to enable intelligent tutoring systems (ITS) for rehabilitation. It addresses four challenges in exercise monitoring: motion assessment, error recognition, spatial localization, temporal localization
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"abstract": "To allow the development and assessment of physical rehabilitation by an intelligent tutoring system, we propose a medical dataset of clinical patients carrying out low back-pain rehabilitation exercises and benchmark on state of the art human movement analysis algorithms. This dataset is valuable because it includes rehabilitation motions in a clinical setting with patients in their rehabilitation program. This paper introduces the Keraal dataset, a clinically collected dataset to enable intelligent tutoring systems (ITS) for rehabilitation. It addresses four challenges in exercise monitoring: motion assessment, error recognition, spatial localization, temporal localization",
"arxiv_id": "2601.06138",
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"license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
"title": "Low-Back Pain Physical Rehabilitation by Movement Analysis in Clinical Trial",
"url": "https://arxiv.org/abs/2601.06138",
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