Unsupervised Machine Learning on Motion Capture Data Uncovers Movement Strategies in Low Back Pain.
Keller AV, Torres-Espin A, Peterson TA, Booker J, O'Neill C, Lotz JC, Bailey JF, Ferguson AR, Matthew RP.
Keller AV, et al.
Front Bioeng Biotechnol. 2022 Apr 14;10:868684. doi: 10.3389/fbioe.2022.868684. eCollection 2022.
Front Bioeng Biotechnol. 2022.
PMID: 35497350
Free PMC article.
Using unsupervised machine learning on full body biomechanics, including kinematics, dynamics, and muscle forces, captured with a marker-less depth camera, this study identified a forward-leaning sit-to-stand strategy (STS) as a discriminating movement biomarker for LBP su …
Using unsupervised machine learning on full body biomechanics, including kinematics, dynamics, and muscle forces, captured with a marker-les …