Deep Learning for Multi-Tissue Segmentation and Fully Automatic Personalized Biomechanical Models from BACPAC Clinical Lumbar Spine MRI.

Autor: Hess M; Department of Radiology and Biomedical Imaging, Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California., Allaire B; Center for Advanced Orthopedic Studies, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA., Gao KT; Department of Radiology and Biomedical Imaging, Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California., Tibrewala R; Department of Radiology and Biomedical Imaging, Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California., Inamdar G; Department of Radiology and Biomedical Imaging, Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California., Bharadwaj U; Department of Radiology and Biomedical Imaging, Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California., Chin C; Department of Radiology and Biomedical Imaging, Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California., Pedoia V; Department of Radiology and Biomedical Imaging, Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California., Bouxsein M; Center for Advanced Orthopedic Studies, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA., Anderson D; Center for Advanced Orthopedic Studies, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA., Majumdar S; Department of Radiology and Biomedical Imaging, Center for Intelligent Imaging, University of California, San Francisco, San Francisco, California.

Publikováno v: Pain medicine (Malden, Mass.) [Pain Med] 2023 Aug 04; Vol. 24 (Suppl 1), pp. S139-S148.

Automatic detection and voxel-wise mapping of lumbar spine Modic changes with deep learning.

Autor: Gao KT; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA.; Department of Bioengineering University of California Berkeley-University of California San Francisco Graduate Program in Bioengineering Berkeley California USA., Tibrewala R; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA., Hess M; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA., Bharadwaj UU; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA., Inamdar G; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA., Link TM; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA., Chin CT; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA., Pedoia V; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA., Majumdar S; Department of Radiology and Biomedical Imaging University of California, San Francisco San Francisco California USA.

Publikováno v: JOR spine [JOR Spine] 2022 Jun 08; Vol. 5 (2), pp. e1204. Date of Electronic Publication: 2022 Jun 08 (Print Publication: 2022).

Deep learning assisted segmentation of the lumbar intervertebral disc: a systematic review and meta-analysis.

Autor: Wang, Aobo¹, Zou, Congying¹, Yuan, Shuo¹, Fan, Ning¹, Du, Peng¹, Wang, Tianyi¹, Zang, Lei¹ zanglei@ccmu.edu.cn

Publikováno v: Journal of Orthopaedic Surgery & Research. 8/21/2024, Vol. 19 Issue 1, p1-12. 12p.

Study of the interactions between proximal femur 3d bone shape, cartilage health, and biomechanics in patients with hip Osteoarthritis.

Autor: Pedoia V; Department of Radiology and Biomedical Imaging, University of California, 1700 Fourth Street, Suite 201, QB3 Building, 94107 QB3 Building, San Francisco, California., Samaan MA; Department of Radiology and Biomedical Imaging, University of California, 1700 Fourth Street, Suite 201, QB3 Building, 94107 QB3 Building, San Francisco, California., Inamdar G; Department of Radiology and Biomedical Imaging, University of California, 1700 Fourth Street, Suite 201, QB3 Building, 94107 QB3 Building, San Francisco, California., Gallo MC; Department of Radiology and Biomedical Imaging, University of California, 1700 Fourth Street, Suite 201, QB3 Building, 94107 QB3 Building, San Francisco, California., Souza RB; Department of Radiology and Biomedical Imaging, University of California, 1700 Fourth Street, Suite 201, QB3 Building, 94107 QB3 Building, San Francisco, California.; Department of Physical Therapy and Rehabilitation Science, University of California, San Francisco, California., Majumdar S; Department of Radiology and Biomedical Imaging, University of California, 1700 Fourth Street, Suite 201, QB3 Building, 94107 QB3 Building, San Francisco, California.

Publikováno v: Journal of orthopaedic research : official publication of the Orthopaedic Research Society [J Orthop Res] 2018 Jan; Vol. 36 (1), pp. 330-341. Date of Electronic Publication: 2017 Aug 11.

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