Markerless motion capture-based machine learning models for low back pain classification: a proof of concept investigation

Low back pain affects up to 70% of individuals globally, posing significant health and economic challenges. Traditional methods for classifying low back pain, including radiological imaging and functional tests, are limited by the substantial costs and limited utility via radiological imaging, as well as the inherent subjectivity of functional tests. To address these limitations, we propose a move…