Unsupervised Machine Learning on Motion Capture Data Uncovers Movement Strategies in Low Back Pain
Keller, Anastasia V, Torres-Espin, Abel, Peterson, Thomas A, Booker, Jacqueline, O'Neill, Conor, Lotz, Jeffrey C, Bailey, Jeannie F, Ferguson, Adam R, Matthew, Robert P
Published in Frontiers in bioengineering and biotechnology (14.04.2022)
Published in Frontiers in bioengineering and biotechnology (14.04.2022)
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Journal Article
Point-of-care motion capture and biomechanical assessment improve clinical utility of dynamic balance testing for lower extremity osteoarthritis
Halvorson, Ryan T, Castillo, Francine T, Ahamed, Fayyaz, Khattab, Karim, Scheffler, Aaron, Matthew, Robert P, Lotz, Jeffrey, Vail, Thomas P, Feeley, Brian T, Bailey, Jeannie F
Published in PLOS digital health (01.07.2022)
Published in PLOS digital health (01.07.2022)
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Journal Article
Automated assessment and classification of spine, hip, and knee pathologies from sit-to-stand movements collected in clinical practice
Girase, Harshayu, Nyayapati, Priya, Booker, Jacqueline, Lotz, Jeffrey C., Bailey, Jeannie F., Matthew, Robert P.
Published in Journal of biomechanics (09.11.2021)
Published in Journal of biomechanics (09.11.2021)
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Journal Article
Compensatory biomechanics and spinal loading during dynamic maneuvers in patients with chronic low back pain
Nyayapati, Priya, Booker, Jacqueline, Wu, Peter I-Kung, Theologis, Alekos, Dziesinski, Lucas, O’Neill, Conor, Zheng, Patricia, Lotz, Jeffrey C., Matthew, Robert P., Bailey, Jeannie F.
Published in European spine journal (01.07.2022)
Published in European spine journal (01.07.2022)
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Journal Article
ISSLS PRIZE IN BIOENGINEERING SCIENCE 2019: biomechanical changes in dynamic sagittal balance and lower limb compensatory strategies following realignment surgery in adult spinal deformity patients
Bailey, Jeannie F., Matthew, Robert P., Seko, Sarah, Curran, Patrick, Chu, Leslie, Berven, Sigurd H., Deviren, Vedat, Burch, Shane, Lotz, Jeffrey C.
Published in European spine journal (01.05.2019)
Published in European spine journal (01.05.2019)
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Journal Article
Passive Knee Assistance Affects Whole-Body Biomechanics During Sit-to-Stand
Seko, Sarah, Matthew, Robert P., Riemer, Raziel
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
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Conference Proceeding
Journal Article
Simple Spline Representation for Identifying Sit-to-Stand Strategies
Matthew, Robert P., Seko, Sarah, Bailey, Jeannie, Bajcsy, Ruzena, Lotz, Jeffrey
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
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Conference Proceeding
Journal Article
Maximum Likelihood Constraint Inference on Continuous State Spaces
Stocking, Kaylene C., McPherson, D. Livingston, Matthew, Robert P., Tomlin, Claire J.
Published in 2022 International Conference on Robotics and Automation (ICRA) (23.05.2022)
Published in 2022 International Conference on Robotics and Automation (ICRA) (23.05.2022)
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Conference Proceeding
Point-of-care motion capture and biomechanical assessment improve clinical utility of dynamic balance testing for lower extremity osteoarthritis
Ryan T. Halvorson, Francine T. Castillo, Fayyaz Ahamed, Karim Khattab, Aaron Scheffler, Robert P. Matthew, Jeffrey Lotz, Thomas P. Vail, Brian T. Feeley, Jeannie F. Bailey
Published in PLOS digital health (01.07.2022)
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Published in PLOS digital health (01.07.2022)
Journal Article
Discretizing Dynamics for Maximum Likelihood Constraint Inference
Stocking, Kaylene C, McPherson, David L, Matthew, Robert P, Tomlin, Claire J
Year of Publication 10.09.2021
Year of Publication 10.09.2021
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Journal Article
Discretizing Dynamics for Maximum Likelihood Constraint Inference
Stocking, Kaylene C, McPherson, David L, Matthew, Robert P, Tomlin, Claire J
Published in arXiv.org (10.09.2021)
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Published in arXiv.org (10.09.2021)
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