Roy J. Colglazier

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition Analysis.
CoRR
Yaqian Chen, Hanxue Gu, Yuwen Chen, Jicheng Yang, Haoyu Dong, Joseph Y. Cao, Adrian Camarena, Christopher Mantyh, Roy J. Colglazier, Maciej A. Mazurowski
2025 J jnl
Improving Surgical Risk Prediction Through Integrating Automated Body Composition Analysis: a Retrospective Trial on Colectomy Surgery.
CoRR
Hanxue Gu, Yaqian Chen, Jisoo Lee, Diego Schaps, Regina Woody, Roy J. Colglazier, Maciej A. Mazurowski, Christopher Mantyh
2025 J jnl
SegmentAnyBone: A universal model that segments any bone at any location on MRI.
Medical Image Anal.
Hanxue Gu, Roy J. Colglazier, Haoyu Dong, Jikai Zhang, Yaqian Chen, Zafer Yildiz, Yuwen Chen, Lin Li, Jichen Yang, Jay Willhite, Alex M. Meyer, Brian Guo, Yashvi Atul Shah, Emily Luo, Shipra Rajput, Sally Kuehn, Clark Bulleit, Kevin A. Wu, Jisoo Lee, Brandon Ramirez, Darui Lu, Jay M. Levin, Maciej A. Mazurowski
2025 J jnl
SegmentAnyMuscle: A universal muscle segmentation model across different locations in MRI.
CoRR
Roy J. Colglazier, Jisoo Lee, Haoyu Dong, Hanxue Gu, Yaqian Chen, Joseph Y. Cao, Zafer Yildiz, Zhonghao Liu, Nicholas Konz, Jichen Yang, Jikai Zhang, Yuwen Chen, Lin Li, Adrian Camarena, Maciej A. Mazurowski
2024 J jnl
Deep learning automates Cobb angle measurement compared with multi-expert observers.
CoRR
Keyu Li, Hanxue Gu, Roy J. Colglazier, Robert Lark, Elizabeth Hubbard, Robert French, Denise Smith, Jikai Zhang, Erin McCrum, Anthony Catanzano, Joseph Y. Cao, Leah Waldman, Maciej A. Mazurowski, Benjamin Alman
2024 — conf
Predicting 3D forearm fracture angle from biplanar Xray images with rotational bone pose estimation.
MIDL
Hanxue Gu, Roy J. Colglazier, Jikai Zhang, Robert Lark, Benjamin Alman, Maciej A. Mazurowski
2024 J jnl
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI.
CoRR
Hanxue Gu, Roy J. Colglazier, Haoyu Dong, Jikai Zhang, Yaqian Chen, Zafer Yildiz, Yuwen Chen, Lin Li, Jichen Yang, Jay Willhite, Alex M. Meyer, Brian Guo, Yashvi Atul Shah, Emily Luo, Shipra Rajput, Sally Kuehn, Clark Bulleit, Kevin A. Wu, Jisoo Lee, Brandon Ramirez, Darui Lu, Jay M. Levin, Maciej A. Mazurowski
2023 J jnl
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach.
CoRR
Jikai Zhang, Carlos Santos, Christine Park, Maciej A. Mazurowski, Roy J. Colglazier
2023 J jnl
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach.
J. Digit. Imaging
Jikai Zhang, Carlos Santos, Christine Park, Maciej A. Mazurowski, Roy J. Colglazier
2023 — conf
SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs.
MIDL
Hanxue Gu, Hongyu He, Roy J. Colglazier, Jordan Axelrod, Robert French, Maciej A. Mazurowski
2023 J jnl
SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs.
CoRR
Hanxue Gu, Hongyu He, Roy J. Colglazier, Jordan Axelrod, Robert French, Maciej A. Mazurowski
2022 J jnl
Automated Grading of Radiographic Knee Osteoarthritis Severity Combined with Joint Space Narrowing.
CoRR
Hanxue Gu, Keyu Li, Roy J. Colglazier, Jichen Yang, Michael Lebhar, Jonathan O'Donnell, William A. Jiranek, Richard C. Mather, Rob J. French, Nicholas Said, Jikai Zhang, Christine Park, Maciej A. Mazurowski