Publications

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2025

Jiang, Xiao; Gang, Grace; Stayman, J. Webster

Joint Estimation of Anatomy and Implants using a Mixed Prior Model Conference Forthcoming

SPIE Medical Imaging, Forthcoming.

BibTeX | Tags: CBCT, Machine Learning/Deep Learning, Metal Artifacts, Regularization Design

2023

Reynolds, Tess; Ma, Yiqun; Wang, Tianyu; Mei, Kai; Noël, Peter; Gang, Grace; Stayman, J. Webster

Revealing pelvic structures in the presence of metal hip prostheses via non-circular CBCT orbits Conference

Proc SPIE Medical Imaging, vol. 12466, SPIE, 2023.

Links | BibTeX | Tags: CBCT, Customized Acquisition, Metal Artifacts

2022

Gang, Grace; Stayman, J. Webster

Universal orbit design for metal artifact elimination Journal Article

In: Physics in Medicine and Biology, vol. 67, iss. 11, 2022.

Links | BibTeX | Tags: Analysis, Customized Acquisition, Metal Artifacts

Ma, Yiqun; Gang, Grace; Ehtiati, Tina; Reynolds, Tess; Russ, Tom; Wang, Wenying; Weiss, Clifford; Theodore, Nick; Hong, Kelvin; Siewerdsen, Jeffrey H.; Stayman, J. Webster

Non-circular CBCT orbit design and realization on a clinical robotic C-arm for metal artifact reduction Proceedings Article

In: SPIE Medical Imaging, 2022.

Links | BibTeX | Tags: CBCT, Customized Acquisition, Metal Artifacts, Task-Driven Imaging

2021

Liu, Stephen; Siewerdsen, Jeffrey H.; Stayman, J. Webster; Zbijewski, Wojciech

Quantitative dual-energy imaging in the presence of metal implants using locally constrained model-based decomposition Proceedings Article

In: SPIE Medical Imaging, pp. 115951C, International Society for Optics and Photonics, 2021.

Links | BibTeX | Tags: MBIR, Metal Artifacts, Spectral X-ray/CT

2020

Liu, Stephen; Cao, Qian; Tivnan, Matt; Tilley, Steven; Siewerdsen, Jeffrey H.; Stayman, J. Webster; Zbijewski, Wojciech

Model-based dual-energy tomographic image reconstruction of objects containing known metal components Journal Article

In: Physics in Medicine and Biology, vol. 65, no. 24, pp. 245046, 2020.

Links | BibTeX | Tags: Artifact Correction, Known Components, MBIR, Metal Artifacts, Spectral X-ray/CT

Gang, Grace; Russ, Tom; Ma, Yiqun; Toennes, Christian; Siewerdsen, Jeffrey H.; Schad, Lothar R.; Stayman, J. Webster

Metal-Tolerant Noncircular Orbit Design and Implementation on Robotic C-Arm Systems Proceedings Article

In: International Conference on Image Formation in X-Ray Computed Tomography, 2020.

Links | BibTeX | Tags: Analysis, CBCT, Customized Acquisition, Image Guided Surgery, MBIR, Metal Artifacts, Task-Driven Imaging

Gang, Grace; Siewerdsen, Jeffrey H.; Stayman, J. Webster

Non-circular CT orbit design for elimination of metal artifacts Proceedings Article

In: SPIE Medical Imaging, pp. 1131227, International Society for Optics and Photonics, 2020.

Links | BibTeX | Tags: Analysis, Customized Acquisition, Metal Artifacts, Task-Driven Imaging

2019

Zhang, Xiaoxuan; Uneri, Ali; Stayman, J. Webster; Zygourakis, C. C.; Lo, S. L.; Theodore, Nick; Siewerdsen, Jeffrey H.

Known-component 3D image reconstruction for improved intraoperative imaging in spine surgery: A clinical pilot study Journal Article

In: Medical Physics, vol. 46, no. 8, pp. 3483-95, 2019.

Abstract | Links | BibTeX | Tags: CBCT, Image Guided Surgery, Known Components, MBIR, Metal Artifacts, Spine

Uneri, Ali; Zhang, Xiaoxuan; Yi, T.; Stayman, J. Webster; Helm, Patrick; Osgood, Greg M.; Theodore, Nick; Siewerdsen, Jeffrey H.

Known-component metal artifact reduction (KC-MAR) for cone-beam CT Journal Article

In: Physics in Medicine and Biology, vol. 64, no. 16, pp. 165021 , 2019.

Abstract | Links | BibTeX | Tags: Known Components, Metal Artifacts, Prior Images

Liu, Stephen; Tilley, Steven; Cao, Qian; Siewerdsen, Jeffrey H.; Stayman, J. Webster; Zbijewski, Wojciech

Known-component model-based material decomposition for dual energy imaging of bone compositions in the presence of metal implant Proceedings Article

In: International Meeting on Fully Three-Dimensional Image Reconstruction, Proc. SPIE , pp. 1107213, 2019.

Links | BibTeX | Tags: Extremities, Known Components, MBIR, Metal Artifacts, Spectral X-ray/CT

2018

Uneri, Ali; Yi, T.; Zhang, Xiaoxuan; Stayman, J. Webster; Helm, Patrick; Osgood, Greg M.; Theodore, Nick; Siewerdsen, Jeffrey H.

3D-2D known-component registration for metal artifact reduction in cone-beam CT Proceedings Article

In: International Conference on Image Formation in X-Ray Computed Tomography, pp. 151-155, 2018.

Links | BibTeX | Tags: Artifact Correction, Image Registration, Known Components, Metal Artifacts, Spine

Uneri, Ali; Zhang, Xiaoxuan; Stayman, J. Webster; Helm, Patrick; Osgood, Greg M.; Theodore, Nick; Siewerdsen, Jeffrey H.

Advanced Image Registration and Reconstruction using the O-Arm System: Dose Reduction, Image Quality, and Guidance using Known-Component Models Proceedings Article

In: Proc. SPIE Medical Imaging, pp. 1015761G-1-7, 2018.

Links | BibTeX | Tags: Image Guided Surgery, Image Registration, Known Components, Metal Artifacts, Spine, System Assessment

2017

Xu, Shiyu; Khanna, A. Jay; Siewerdsen, Jeffrey H.; Stayman, J. Webster

Polyenergetic known-component CT reconstruction with unknown material compositions and unknown x-ray spectra Journal Article

In: Physics in medicine and biology, vol. 62, no. 8, pp. 3352-3374, 2017.

Links | BibTeX | Tags: Artifact Correction, Beam Hardening, Known Components, MBIR, Metal Artifacts

Zhang, Chengzhu; Zbijewski, Wojciech; Zhang, Xiaoxuan; Xu, Shiyu; Stayman, J. Webster

Polyenergetic known-component reconstruction without prior shape models Proceedings Article

In: Flohr, Thomas G.; Lo, Joseph Y.; Schmidt, Taly Gilat (Ed.): SPIE Medical Imaging, pp. 101320O-1–6, 2017.

Links | BibTeX | Tags: Beam Hardening, Known Components, MBIR, Metal Artifacts

Zhang, Xiaoxuan; Tilley, Steven; Xu, Shiyu; Mathews, Aswin; McVeigh, Elliot; Stayman, J. Webster

Deformable Known Component Model-Based Reconstruction for Coronary CT Angiography Proceedings Article

In: Flohr, Thomas G.; Lo, Joseph Y.; Schmidt, Taly Gilat (Ed.): SPIE Medical Imaging, pp. 1013213-1–6, 2017.

Links | BibTeX | Tags: Beam Hardening, Cardiac, Image Registration, Known Components, MBIR, Metal Artifacts

Xu, Shiyu; Khanna, A. Jay; Siewerdsen, Jeffrey H.; Stayman, J. Webster

Polyenergetic known-component CT reconstruction with unknown material compositions and unknown x-ray spectra Journal Article

In: Physics in Medicine and Biology, vol. 62, no. 8, pp. 3352-3374, 2017.

Links | BibTeX | Tags: Artifact Correction, Beam Hardening, Known Components, Metal Artifacts

2014

Stayman, J. Webster; Tilley, Steven; Siewerdsen, Jeffrey H.

Integration of Component Knowledge in Penalized-Likelihood Reconstruction with Morphological and Spectral Uncertainties Proceedings Article

In: Conference proceedings/International Conference on Image Formation in X-Ray Computed Tomography. International Conference on Image Formation in X-Ray Computed Tomography, pp. 111, NIH Public Access 2014.

Links | BibTeX | Tags: Artifact Correction, Known Components, MBIR, Metal Artifacts

2013

Stayman, J. Webster; Dang, Hao; Otake, Yoshito; Zbijewski, Wojciech; Noble, Jack; Dawant, Benoit; Labadie, Robert; Carey, John P.; Siewerdsen, Jeffrey H.

Overcoming nonlinear partial volume effects in known-component reconstruction of Cochlear implants Proceedings Article

In: Nishikawa, Robert M.; Whiting, Bruce R. (Ed.): SPIE Medical Imaging, pp. 86681L, International Society for Optics and Photonics 2013.

Links | BibTeX | Tags: Artifact Correction, Head/Neck, High-Resolution CT, Known Components, MBIR, Metal Artifacts

Otake, Yoshito; Stayman, J. Webster; Zbijewski, Wojciech; Murphy, Ryan J.; Kutzer, Michael D.; Taylor, Russell H.; Siewerdsen, Jeffrey H.; Armand, Mehran

Model-based cone-beam CT reconstruction for image-guided minimally invasive treatment of hip osteolysis Proceedings Article

In: III, David R. Holmes; Yaniv, Ziv R. (Ed.): SPIE Medical Imaging, pp. 86710Y, International Society for Optics and Photonics 2013.

Links | BibTeX | Tags: Artifact Correction, Image Guided Surgery, Known Components, MBIR, Metal Artifacts

2012

Stayman, J. Webster; Otake, Yoshito; Prince, Jerry L.; Khanna, A. Jay; Siewerdsen, Jeffrey H.

Model-based tomographic reconstruction of objects containing known components. Journal Article

In: IEEE transactions on medical imaging, vol. 31, no. 10, pp. 1837–48, 2012, ISSN: 1558-254X.

Abstract | Links | BibTeX | Tags: Artifact Correction, Image Registration, Known Components, MBIR, Metal Artifacts, Spine

Stayman, J. Webster; Otake, Yoshito; Schafer, Sebastian; Khanna, A. Jay; Prince, Jerry L.; Siewerdsen, Jeffrey H.

Model-based reconstruction of objects with inexactly known components Proceedings Article

In: Pelc, Norbert J.; Nishikawa, Robert M.; Whiting, Bruce R. (Ed.): SPIE Medical Imaging, pp. 83131S, 2012, ISSN: 0277-786X.

Abstract | Links | BibTeX | Tags: Artifact Correction, Image Registration, Known Components, MBIR, Metal Artifacts

Zbijewski, Wojciech; Stayman, J. Webster; Muhit, Abdullah Al; Yorkston, John; Carrino, John A.; Siewerdsen, Jeffrey H.

CT Reconstruction Using Spectral and Morphological Prior Knowledge: Application to Imaging the Prosthetic Knee Proceedings Article

In: Second Int. Conf. Image Form. X-ray Computed Tomography, pp. 434–438, 2012.

Links | BibTeX | Tags: Artifact Correction, Beam Hardening, Extremities, Known Components, MBIR, Metal Artifacts, Spectral X-ray/CT