Mr. Rui Liao Profile

Rui Liao

at Washington University in St. Louis

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Publications (3)

Proceedings Article | 1 April 2024 Poster + Paper

MBURegNet: an unsupervised model-based deep unrolling registration network for deformable image registration in dual-energy CT

Rui Liao, Peng Wang, Wenjing Cao, Yuan Bao, Jian Xu, Guotao Quan, Wenying Wang

Proceedings Volume 12925, 129254O (2024) https://doi.org/10.1117/12.3006887

KEYWORDS: Model based design, Image registration, Deformation, Computed tomography, Imaging systems, Visualization, Motion models, Mathematical optimization

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Proceedings Article | 7 April 2023 Presentation + Paper

MB-DECTNet: a model-based unrolled network for accurate 3D DECT reconstruction

Tao Ge, Maria Medrano, Rui Liao, David Politte, Jeffrey Williamson, Bruce Whiting, Joseph O'Sullivan

Proceedings Volume 12463, 124631S (2023) https://doi.org/10.1117/12.2654252

KEYWORDS: Machine learning, Dual energy imaging, Reconstruction algorithms, 3D image reconstruction, Computed tomography, CT reconstruction

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Proceedings Article | 4 April 2022 Presentation + Paper

Dose prediction in proton cancer therapy based on density maps from dual-energy CT using joint statistical image reconstruction

Maria Jose Medrano Matamoros, Xinyuan Chen, Tao Ge, Tianyu Zhao, Rui Liao, David Politte, Jeffrey Willamson, Bruce Whiting, Yao Hao, Baozhou Sun, Joseph O'Sullivan

Proceedings Volume 12031, 1203119 (2022) https://doi.org/10.1117/12.2611801

KEYWORDS: Monte Carlo methods, Computed tomography, Cancer, Error analysis, Image restoration, Calibration, Tumors, Statistical modeling, Signal processing

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