Scholars@Duke
Roy John Colglazier

Roy John Colglazier

Assistant Professor of Radiology
Radiology, Musculoskeletal Imaging

Scholarly Works - Conferences

Predicting 3D forearm fracture angle from biplanar Xray images with rotational bone pose estimation

Conference Proceedings of Machine Learning Research · January 1, 2024 Two-dimensional X-ray images, while widely used, have limitations to reflect 3D information of the imaged objects. Several studies have tried to recover such information from multiple X-ray images of the same object. Still, those approaches often fail due ... Cite

SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs

Conference Proceedings of Machine Learning Research · January 1, 2023 Three-dimensional segmentation in magnetic resonance images (MRI), which reflects the true shape of the objects, is challenging since high-resolution isotropic MRIs are rare and typical MRIs are anisotropic, with the out-of-plane dimension having a much lo ... Cite