Publications

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2024

Lorenzon, Altea; Liu, Stephen; Jiang, Xiao; Gang, Grace; Stayman, J. Webster

Joint Material Decomposition and Scatter Estimation for Spectral CT Conference Forthcoming

International Conference on Image Formation in X-Ray Computed Tomography, vol. 8, Forthcoming.

BibTeX | Tags: MBIR, Scatter Estimation, Spectral X-ray/CT

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

CT Material Decomposition using Spectral Diffusion Posterior Sampling Conference Forthcoming

8th International Conference on Image Formation in X-Ray Computed Tomography, vol. 8, Forthcoming.

Links | BibTeX | Tags: Machine Learning/Deep Learning, Spectral X-ray/CT

Sandvold, Olivia; Proksa, Roland; Daerr, Heiner; Perkins, Amy; Brown, Kevin M; Shapira, Nadav; Köhler, Thomas; Stayman, J. Webster; Gang, Grace; Manjeshwar, Ravindra; Noël, Peter

Hybrid spectral CT system with clinical rapid kVp-switching X-ray tube and dual-layer detector for improved iodine quantification Conference

Proc SPIE Medical Imaging, vol. 12925, 2024.

Links | BibTeX | Tags: Spectral X-ray/CT, System Assessment, System Design

Jiang, Xiao; Tivnan, Matt; Zhang, Xiaoxuan; Gang, Grace; Stayman, J. Webster

Design optimization of a triple-layer flat-panel detector for three material decomposition Conference

Proc SPIE Medical Imaging, vol. 12925, 2024.

Links | BibTeX | Tags: Spectral X-ray/CT, System Design

2023

Zhang, Xiaoxuan; Stayman, J. Webster; Gang, Grace

Joint Temporal and Multi-energy Processing for Photon-Counting Fluoroscopy Conference

2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD), IEEE, 2023.

Links | BibTeX | Tags: Spectral X-ray/CT

Tivnan, Matt; Gang, Grace; Stayman, J. Webster

Simulations of Immuno-Contrast CT to Optimize Spectral Instrumentation and Nanoparticle Contrast Agent Materials Conference

Proceedings of the 17th International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, vol. 17, 2023.

Links | BibTeX | Tags: Spectral X-ray/CT, System Design

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

Multi-material Decomposition with Triple Layer Flat-Panel Detector CBCT using Model-based and Deep Learning Approaches Honorable Mention Conference

Proceedings of the 17th International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, vol. 17, 2023, (Poster Award).

Links | BibTeX | Tags: -Awards-, Machine Learning/Deep Learning, MBIR, Spectral X-ray/CT

Zhang, Xiaoxuan; Jiang, Xiao; Tivnan, Matt; Stayman, J. Webster; Gang, Grace

A Joint Processing Strategy for Image Quality Improvement in 3D Digital Subtraction Angiography Conference

Proceedings of the 17th International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, vol. 17, 2023.

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

Gang, Grace; Stayman, J. Webster

Three-material decomposition using a dual-layer flat panel detector in the presence of soft tissue motion Conference

Proc SPIE Medical Imaging, vol. 12463, SPIE, 2023.

Links | BibTeX | Tags: Motion Compensation, Spectral X-ray/CT

Liu, Stephen; Zhou, Huanyi; Osgood, Greg M.; Demehri, Shadpour; Stayman, J. Webster; Zbijewski, Wojciech

Quantitative dual-energy imaging of bone marrow edema using multi-source cone-beam CT with model-based decomposition Conference

Proc SPIE Medical Imaging, vol. 12463, SPIE, 2023.

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

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

Approaches for three material decomposition using a triple-layer flat-panel detector Conference

Proc SPIE Medical Imaging, vol. 12463, SPIE, 2023.

Links | BibTeX | Tags: Machine Learning/Deep Learning, Spectral X-ray/CT

2022

Liu, Stephen; Tivnan, Matt; Osgood, Greg M.; Siewerdsen, Jeffrey H.; Stayman, J. Webster; Zbijewski, Wojciech

Model-based three-material decomposition in dual-energy CT using the volume conservation constraint Journal Article

In: Physics in Medicine and Biology, vol. 67, iss. 14, pp. 145006, 2022.

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

Tivnan, Matt; Wang, Wenying; Gang, Grace; Stayman, J. Webster

Design Optimization of Spatial-Spectral Filters for Cone-Beam CT Material Decomposition Journal Article

In: IEEE Transactions on Medical Imaging, vol. 41, iss. 9, pp. 2399-2413, 2022.

Links | BibTeX | Tags: MBIR, Spectral X-ray/CT, System Design

Tivnan, Matt; Gang, Grace; Zhang, Ruoqiao; Noël, Peter; Sulam, Jeremias; Stayman, J. Webster

Tunable neural networks for multi-material image formation from spectral CT measurements Conference

7th International Conference on Image Formation in X-Ray Computed Tomography, vol. 12304, SPIE, 2022.

Links | BibTeX | Tags: Machine Learning/Deep Learning, Spectral X-ray/CT

2021

Wang, Wenying; Ma, Yiqun; Tivnan, Matt; Li, Junyuan; Gang, Grace; Zbijewski, Wojciech; Lu, Minghui; Zhang, Jin; Star-Lack, Josh; Colbeth, Richard; Stayman, J. Webster

High-resolution Model-based Material Decomposition in Dual-layer Flat-panel CBCT Journal Article

In: Medical Physics, vol. 48, iss. 10, pp. 6375-6387, 2021.

Links | BibTeX | Tags: High-Fidelity Modeling, High-Resolution CT, MBIR, Spectral X-ray/CT

Tivnan, Matt; Wang, Wenying; Stayman, J. Webster

A prototype spatial–spectral CT system for material decomposition with energy‐integrating detectors Journal Article

In: Medical Physics, vol. 48, iss. 10, pp. 6401-6411, 2021.

Links | BibTeX | Tags: Sparse Sampling, Spectral X-ray/CT, System Assessment, System Design

Tivnan, Matt; Gang, Grace; Cao, Wenchao; Shapira, Nadav; Noël, Peter; Stayman, J. Webster

High Sensitivity Iodine Imaging by Combining Spectral CT Technologies Best Paper Proceedings Article

In: 16th International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, 2021, (Best Oral Presentation Award ).

Links | BibTeX | Tags: -Awards-, Analysis, MBIR, Spectral X-ray/CT, System Design

Stayman, J. Webster; Tivnan, Matt; Wang, Wenying; Shapira, Nadav; Gang, Grace; Noël, Peter

Spectral CT using a fine grid structure and varying x‐ray incidence angle Journal Article

In: Medical Physics, 2021.

Abstract | Links | BibTeX | Tags: Customized Acquisition, Spectral X-ray/CT

Zhao, Chumin; Liu, Stephen; Wang, Wenying; Herbst, Magdalena; Weber, Thomas; Vogt, Sebastian; Ritschl, Ludwig; Kappler, Steffen; Stayman, J. Webster; Siewerdsen, Jeffrey H.; Zbijewski, Wojciech

Effects of x-ray scatter in quantitative dual-energy imaging using dual-layer flat panel detectors Proceedings Article

In: SPIE Medical Imaging, pp. 115952A, International Society for Optics and Photonics, 2021.

Links | BibTeX | Tags: CBCT, High-Fidelity Modeling, Scatter Estimation, Spectral X-ray/CT

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

Tivnan, Matt; Wang, Wenying; Stayman, J. Webster

A Preconditioned Algorithm for Model-Based Iterative CT Reconstruction and Material Decomposition from Spectral CT Data Journal Article

In: arXiv preprint , vol. arXiv:2010.01371, 2020.

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

Ma, Yiqun; Wang, Wenying; Tivnan, Matt; Li, Junyuan; Lu, Minghui; Zhang, Jin; Star-Lack, Josh; Colbeth, Richard; Zbijewski, Wojciech; Stayman, J. Webster

High-Resolution Model-based Material Decomposition for Multi-Layer Flat-Panel Detectors Proceedings Article

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

Links | BibTeX | Tags: CBCT, High-Fidelity Modeling, High-Resolution CT, MBIR, Spectral X-ray/CT

Stayman, J. Webster; Tivnan, Matt; Gang, Grace; Wang, Wenying; Shapira, Nadav; Noël, Peter

Grating-based Spectral CT using Small Angle X-ray Beam Deflections Proceedings Article

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

Links | BibTeX | Tags: Spectral X-ray/CT, System Design

Tivnan, Matt; Wang, Wenying; Stayman, J. Webster

Multi-Contrast CT Imaging with a Prototype Spatial-Spectral Filter Proceedings Article

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

Links | BibTeX | Tags: MBIR, Spectral X-ray/CT, System Design

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

Three-material dual energy decomposition using a constrained model-based algorithm Proceedings Article

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

Links | BibTeX | Tags: High-Fidelity Modeling, MBIR, Spectral X-ray/CT

Wang, Wenying; Tivnan, Matt; Gang, Grace; Ma, Yiqun; Lu, Minghui; Star-Lack, Josh; Colbeth, Richard; Zbijewski, Wojciech; Stayman, J. Webster

Model-based Material Decomposition with System Blur Modeling Honorable Mention Proceedings Article

In: SPIE Medical Imaging, pp. 113123Q, International Society for Optics and Photonics, 2020, (1st Place Poster Award ).

Links | BibTeX | Tags: -Awards-, CBCT, High-Resolution CT, MBIR, Spectral X-ray/CT

Wang, Wenying; Tivnan, Matt; Gang, Grace; Stayman, J. Webster

Prospective prediction and control of image properties in model-based material decomposition for spectral CT Proceedings Article

In: SPIE Medical Imaging, pp. 113121Z, International Society for Optics and Photonics, 2020.

Links | BibTeX | Tags: Analysis, MBIR, Regularization Design, Spectral X-ray/CT

Tivnan, Matt; Wang, Wenying; Gang, Grace; Liapi, Eleni; Noël, Peter; Stayman, J. Webster

Combining spectral CT acquisition methods for high-sensitivity material decomposition Proceedings Article

In: SPIE Medical Imaging, pp. 1131218, International Society for Optics and Photonics, 2020.

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

2019

Wang, Wenying; Tivnan, Matt; Gang, Grace; Tilley, Steven; Stayman, J. Webster

Generalized Local Impulse Response Prediction in Model-Based Material Decomposition of Spectral CT Honorable Mention Presentation

AAPM Annual Meeting: Young Investigator Symposium, 14.07.2019, (Young Investigator's Award Finalist ).

Links | BibTeX | Tags: -Awards-, Analysis, High-Fidelity Modeling, Regularization Design, Spectral X-ray/CT

Tivnan, Matt; Wang, Wenying; Tilley, Steven; Stayman, J. Webster

Designing Spatial-Spectral Filters for Spectral CT Best Paper Presentation

AAPM Annual Meeting: Best-in-Physics Award, 14.07.2019, (AAPM Best-in-Physics Award).

Links | BibTeX | Tags: -Awards-, Spectral X-ray/CT, System Design

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

Tivnan, Matt; Wang, Wenying; Tilley, Steven; Siewerdsen, Jeffrey H.; Stayman, J. Webster

Optimized spatial-spectral CT for multi-material decomposition Proceedings Article

In: 15th International Meeting on Fully Three-Dimensional Image Reconstruction, Proc. SPIE , pp. 1107211, 2019.

Links | BibTeX | Tags: Sparse Sampling, Spectral X-ray/CT, System Design

Wang, Wenying; Tilley, Steven; Tivnan, Matt; Stayman, J. Webster

Local response prediction in model-based CT material decomposition Proceedings Article

In: pp. 110720Z, 2019.

Links | BibTeX | Tags: Analysis, MBIR, Spectral X-ray/CT, System Assessment

Tivnan, Matt; Tilley, Steven; Stayman, J. Webster

Physical modeling and performance of spatial-spectral filters for CT material decomposition Proceedings Article

In: Proc. SPIE Medical Imaging, pp. 109481A-1-6, 2019.

Links | BibTeX | Tags: High-Fidelity Modeling, MBIR, Sparse Sampling, Spectral X-ray/CT, System Design

Tilley, Steven; Zbijewski, Wojciech; Stayman, J. Webster

Model-based material decomposition with a penalized nonlinear least-squares CT reconstruction algorithm Journal Article

In: Physics in Medicine and Biology, vol. 64, no. 3, pp. 035005–1-14, 2019.

Abstract | Links | BibTeX | Tags: High-Fidelity Modeling, MBIR, Spectral X-ray/CT

2018

Stayman, J. Webster; Tilley, Steven

Model-based multi-material decomposition using spatial-spectral filters Proceedings Article

In: International Conference on Image Formation in X-Ray Computed Tomography, pp. 102-105, 2018.

Links | BibTeX | Tags: High-Fidelity Modeling, Sparse Sampling, Spectral X-ray/CT, System Design

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

A general reconstruction algorithm for model-based material decomposition Proceedings Article

In: Proc. SPIE Medical Imaging, pp. 1015731E-1-7, 2018, (Errata: The Huber penalty delta was 10^-3, not 10^3.).

Links | BibTeX | Tags: Sparse Sampling, Spectral X-ray/CT

2015

Zbijewski, Wojciech; Cao, Qian; Tilley, Steven; Sisniega, Alejandro; Stayman, J. Webster; Yorkston, John; Siewerdsen, Jeffrey H.

Quantitative Assessment Of Bone And Joint Health On A Dedicated Extremities Cone-Beam CT System. Journal Article

In: International journal of computer assisted radiology and surgery, vol. 10, no. Suppl 1, pp. S29–S31, 2015, ISSN: 1861-6429.

Links | BibTeX | Tags: CBCT, Extremities, Spectral X-ray/CT

Zbijewski, Wojciech; Sisniega, Alejandro; Stayman, J. Webster; Thawait, Gaurav K.; Packard, Nathan; Yorkston, John; Demehri, Shadpour; Fritz, Jan; Siewerdsen, Jeffrey H.

Dual-energy imaging of bone marrow edema on a dedicated multi-source cone-beam CT system for the extremities Proceedings Article

In: Hoeschen, Christoph; Kontos, Despina; Flohr, Thomas G. (Ed.): SPIE Medical Imaging, pp. 94120V, International Society for Optics and Photonics 2015.

Links | BibTeX | Tags: CBCT, Extremities, Spectral X-ray/CT

Sisniega, Alejandro; Zbijewski, Wojciech; Stayman, J. Webster; Xu, Jennifer; Taguchi, Katsuyuki; Siewerdsen, Jeffrey H.

Spectral CT of the extremities with a silicon strip photon counting detector Proceedings Article

In: Hoeschen, Christoph; Kontos, Despina; Flohr, Thomas G. (Ed.): SPIE Medical Imaging, pp. 94120Z, International Society for Optics and Photonics 2015.

Links | BibTeX | Tags: Extremities, MBIR, Photon Counting, Spectral X-ray/CT, System Design

2014

Zbijewski, Wojciech; Gang, Grace; Xu, Jennifer; Wang, Adam S.; Stayman, J. Webster; Taguchi, Katsuyuki; Carrino, John A.; Siewerdsen, Jeffrey H.

Dual-energy cone-beam CT with a flat-panel detector: effect of reconstruction algorithm on material classification. Journal Article

In: Medical physics, vol. 41, no. 2, pp. 021908, 2014, ISSN: 0094-2405.

Abstract | Links | BibTeX | Tags: CBCT, MBIR, Spectral X-ray/CT

2013

Zbijewski, Wojciech; Gang, Grace; Wang, Adam S.; Stayman, J. Webster; Taguchi, Katsuyuki; Carrino, John A.; Siewerdsen, Jeffrey H.

Noise reduction in material decomposition for low-dose dual-energy cone-beam CT Proceedings Article

In: Nishikawa, Robert M.; Whiting, Bruce R. (Ed.): SPIE Medical Imaging, pp. 866819, International Society for Optics and Photonics 2013.

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

2012

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

Cascaded systems analysis of noise and detectability in dual-energy cone-beam CT. Journal Article

In: Medical physics, vol. 39, no. 8, pp. 5145–56, 2012, ISSN: 0094-2405.

Abstract | Links | BibTeX | Tags: Analysis, Spectral X-ray/CT, Task-Driven Imaging

Gang, Grace; Zbijewski, Wojciech; Stayman, J. Webster; Carrino, John A.; Siewerdsen, Jeffrey H.

Theoretical framework for the dual-energy cone-beam CT noise-power spectrum NEQ and tasked-based detectability index Proceedings Article

In: Pelc, Norbert J.; Nishikawa, Robert M.; Whiting, Bruce R. (Ed.): SPIE Medical Imaging, pp. 83131J, International Society for Optics and Photonics 2012.

Links | BibTeX | Tags: Analysis, CBCT, Spectral X-ray/CT, Task-Driven Imaging

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