# Low-Back Pain Physical Rehabilitation by Movement Analysis in Clinical Trial

arXiv: https://arxiv.org/abs/2601.06138 · HTML: https://mlsanity.com/paper/2601.06138/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
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- First posted on arXiv 5 Jan 2026.

## Abstract (arXiv)

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