Dr. Yinsheng Li Profile

Dr. Yinsheng Li

Assistant Scientist at Univ of Wisconsin School of Medicine and Public Health

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Author

Publications (31)

Proceedings Article | 7 April 2023 Poster

Deep-QC: a quality-check framework for quantitative material estimation from single-kV CT data

Xin Tie, Yinsheng Li, Ran Zhang, Ke Li, Guanghong Chen

Proceedings Volume 12463, 1246340 (2023) https://doi.org/10.1117/12.2654515

KEYWORDS: Tomography, Reliability, Physics, Image analysis, Image acquisition, Human subjects, Functional analysis, Data acquisition, Error analysis, Neural networks

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Proceedings Article | 4 April 2022 Presentation

Quantitative lung perfusion blood volume maps using effective Z images learned from single-kV pulmonary CT angiography data

Ke Li, Yinsheng Li, Zhihua Qi, John Garrett, Thomas Grist, Guang-Hong Chen

Proceedings Volume PC12031, PC120310J (2022) https://doi.org/10.1117/12.2612593

KEYWORDS: Computed tomography, Lung, Iodine, Blood, Angiography, Nuclear medicine, Neural networks, Human subjects, Hemodynamics, Functional imaging

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Proceedings Article | 4 April 2022 Presentation

Deep-En-Chroma: mining the spectral fingerprints in single-kV CT acquisitions using energy integration detectors

Yinsheng Li, Xin Tie, Ke Li, John Garrett, Guang-Hong Chen

Proceedings Volume PC12031, PC120310I (2022) https://doi.org/10.1117/12.2611838

KEYWORDS: X-ray computed tomography, Sensors, Mining, X-rays, Imaging systems, Data acquisition, Tissues, Medicine, Medical imaging modalities, Human subjects

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Proceedings Article | 15 February 2021 Presentation + Paper

DeepInterior: new pathway to address the interior tomographic reconstruction problem in CT via direct backprojecting divergent beam projection data

Chengzhu Zhang, Yinsheng Li, Ke Li, Guang-Hong Chen

Proceedings Volume 11595, 115951Q (2021) https://doi.org/10.1117/12.2581368

KEYWORDS: Tomography, Data acquisition, Visualization, Neural networks, Collimation

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Proceedings Article | 15 February 2021 Presentation + Paper

Generation of virtual non-contrast (VNC) image from dual energy CT scans using deep learning

Yinsheng Li, Ke Li, John Garrett, Guang-Hong Chen

Proceedings Volume 11595, 115951E (2021) https://doi.org/10.1117/12.2582006

KEYWORDS: Computed tomography, Dual energy imaging, Range imaging, Medical imaging applications, Machine learning

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Proceedings Article | 15 February 2021 Presentation + Paper

Deep learning in image reconstruction: vulnerability under adversarial attacks and potential defense strategies

Chengzhu Zhang, Yinsheng Li, Guang-Hong Chen

Proceedings Volume 11595, 115951U (2021) https://doi.org/10.1117/12.2581369

KEYWORDS: Image restoration, Defense and security, Medical imaging applications, CT reconstruction, X-ray computed tomography, Neural networks, Data acquisition

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Proceedings Article | 16 March 2020 Paper

Quantitative blood flow imaging with time-resolved C-arm cone-beam CT imaging

John Garrett, Yinsheng Li, Juan Montoya, Yijing Wu, Ke Li, Charles Strother, Guang-Hong Chen

Proceedings Volume 11312, 113123G (2020) https://doi.org/10.1117/12.2548516

KEYWORDS: Blood circulation, Data acquisition, Angiography, Computed tomography, Temporal resolution, Human subjects, Numerical simulations, Diagnostics, Imaging systems, Image enhancement

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Proceedings Article | 16 March 2020 Presentation + Paper

Deep learning enabled prior image constrained compressed sensing (DL-PICCS) reconstruction framework for sparse-view reconstruction

Chengzhu Zhang, Yinsheng Li, Guang-Hong Chen

Proceedings Volume 11312, 1131206 (2020) https://doi.org/10.1117/12.2549444

KEYWORDS: Image restoration, Computed tomography, Compressed sensing, Human subjects, Reconstruction algorithms, Neural networks, Abdomen, CT reconstruction, Liver, X-ray computed tomography

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Proceedings Article | 16 March 2020 Paper

High temporal resolution time-resolved C-arm cone-beam CT imaging using a multi-sweep data acquisition scheme

Yinsheng Li, John Garrett, Ke Li, Charles Strother, Guang-Hong Chen

Proceedings Volume 11312, 113121K (2020) https://doi.org/10.1117/12.2549602

KEYWORDS: Temporal resolution, Data acquisition, Angiography, Human subjects, Arteries, Image restoration, Numerical simulations, Tissues, In vivo imaging, Superposition

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Proceedings Article | 16 March 2020 Paper

Feasibility of achieving spectral CT imaging from a single KV acquisition and deep learning method

Yinsheng Li, Juan Pablo Cruz-Bastida, Ke Li, Daniel Bushe, Christopher François, Meghan Lubner, Guang-Hong Chen

Proceedings Volume 11312, 1131222 (2020) https://doi.org/10.1117/12.2549611

KEYWORDS: Computed tomography, X-ray computed tomography, X-rays, Data acquisition, Iodine, Sensors, X-ray imaging, Photons, Information fusion, Calcium

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Proceedings Article | 16 March 2020 Paper

Correction for cone beam CT image artifacts via a deep learning method

Dalton Griner, John Garrett, Yinsheng Li, Ke Li, Guang-Hong Chen

Proceedings Volume 11312, 113124H (2020) https://doi.org/10.1117/12.2549685

KEYWORDS: Computed tomography, Data acquisition, Image segmentation, Image quality, Image registration, Sensors, Image processing, Network architectures, Convolution, X-ray computed tomography

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Proceedings Article | 14 March 2019 Presentation

Patient-specific noise power spectrum measurement via generative adversarial networks (Conference Presentation)

Chengzhu Zhang, Daniel Gomez-Cardona, Yinsheng Li, Juan Montoya, Guang-hong Chen

Proceedings Volume 10948, 109480I (2019) https://doi.org/10.1117/12.2513207

KEYWORDS: Statistical methods

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Proceedings Article | 7 March 2019 Presentation + Paper

Image reconstruction from fully-truncated and sparsely-sampled line integrals using iCT-Net

Yinsheng Li, Ke Li, Chengzhu Zhang, Juan Montoya, Guang-Hong Chen

Proceedings Volume 10948, 109480S (2019) https://doi.org/10.1117/12.2513088

KEYWORDS: Data acquisition, Image restoration, Image processing, Human subjects, Computed tomography, Data processing, X-ray computed tomography, Scanners, Lithium, Medical diagnostics

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Proceedings Article | 14 March 2018 Presentation

Deep learning based cone beam CT reconstruction framework using a cascaded neural network architecture (Conference Presentation)

Yinsheng Li, Guang-Hong Chen

Proceedings Volume 10573, 105731J (2018) https://doi.org/10.1117/12.2293916

KEYWORDS: Computed tomography, Image restoration, CT reconstruction, Neural networks, Human subjects, Data modeling, Convolutional neural networks, Diagnostics, Scanners, Statistical analysis

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Proceedings Article | 9 March 2018 Presentation + Paper

Time-resolved C-arm cone beam CT angiography using SMART-RECON: quantification of temporal resolution and reconstruction accuracy

John Garrett, Yinsheng Li, Ke Li, Sebastian Schafer, Charles Strother, Guang-Hong Chen

Proceedings Volume 10573, 105731T (2018) https://doi.org/10.1117/12.2292477

KEYWORDS: Temporal resolution, Reconstruction algorithms, Angiography, Image quality, Arteries, Veins, Computed tomography, Lithium, Error analysis, Sensors

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Proceedings Article | 9 March 2018 Presentation + Paper

Deep learning angiography (DLA): three-dimensional C-arm cone beam CT angiography generated from deep learning method using a convolutional neural network

Juan Montoya, Yinsheng Li, Charles Strother, Guang-Hong Chen

Proceedings Volume 10573, 105731N (2018) https://doi.org/10.1117/12.2293985

KEYWORDS: Machine learning, Artificial intelligence, X-ray imaging, Image segmentation, Cerebral aneurysms, Angiography, Tissues, Neural networks, Data modeling, Bone, Convolutional neural networks, Computed tomography, Image classification, Arteries

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Proceedings Article | 9 March 2017 Paper

Denoised ordered subset statistically penalized algebraic reconstruction technique (DOS-SPART) in digital breast tomosynthesis

John Garrett, Yinsheng Li, Ke Li, Guang-Hong Chen

Proceedings Volume 10132, 101324F (2017) https://doi.org/10.1117/12.2255584

KEYWORDS: Digital breast tomosynthesis, Reconstruction algorithms, Breast, Optimization (mathematics), Computed tomography, Spatial resolution, Mammography, Image quality, 3D image processing, Cancer, 3D image reconstruction

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Proceedings Article | 9 March 2017 Paper

Image quality improvement in MDCT cardiac imaging via SMART-RECON method

Yinsheng Li, Ximiao Cao, Zhanfeng Xing, Xuguang Sun, Jiang Hsieh, Guang-Hong Chen

Proceedings Volume 10132, 101322Z (2017) https://doi.org/10.1117/12.2254644

KEYWORDS: Temporal resolution, Computed tomography, Human subjects, Cardiac imaging, Angiography, Scanners, Data acquisition, Imaging systems, Cones, Image restoration, Image quality, Reconstruction algorithms, Arteries, Medicine, X-ray computed tomography

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Proceedings Article | 5 April 2016 Paper

Reduction of truncation artifacts in CT images via a discriminative dictionary representation method

Yang Chen, Ke Li, Yinsheng Li, Jiang Hsieh, Guang-Hong Chen

Proceedings Volume 9783, 97831D (2016) https://doi.org/10.1117/12.2217114

KEYWORDS: Associative arrays, Computed tomography, Human subjects, Chemical species, X-ray computed tomography, Image processing, Medicine, Lithium, Sensors, Collimation

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Proceedings Article | 22 March 2016 Paper

Reduction of beam hardening artifacts in cone-beam CT imaging via SMART-RECON algorithm

Yinsheng Li, John Garrett, Guang-Hong Chen

Proceedings Volume 9783, 97830W (2016) https://doi.org/10.1117/12.2216882

KEYWORDS: Cones, X-ray computed tomography, Reconstruction algorithms, Data acquisition, Algorithm development, X-rays, Automatic exposure, Automatic control, Diagnostics, Tomography, X-ray imaging, Numerical simulations, Photons, Image restoration, Bone

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Proceedings Article | 22 March 2016 Paper

C-arm cone beam CT perfusion imaging using the SMART-RECON algorithm to improve temporal sampling density and temporal resolution

Yinsheng Li, Kai Niu, Ke Li, Sebastian Schafer, Kevin Royalty, Charles Strother, Guang-Hong Chen

Proceedings Volume 9783, 97830U (2016) https://doi.org/10.1117/12.2216838

KEYWORDS: Reconstruction algorithms, Temporal resolution, Algorithm development, Computer simulations, In vivo imaging, Computed tomography, Tomography, Image restoration, Denoising, Imaging systems, Tissues, X-ray computed tomography, Blood, Brain mapping, Brain

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Proceedings Article | 22 March 2016 Paper

Mask free intravenous 3D digital subtraction angiography (IV 3D-DSA) from a single C-arm acquisition

Yinsheng Li, Kai Niu, Pengfei Yang, Beveley Aagaard-Kienitz, David Niemann, Azam Ahmed, Charles Strother, Guang-Hong Chen

Proceedings Volume 9783, 97830V (2016) https://doi.org/10.1117/12.2216869

KEYWORDS: Cones, Angiography, Reconstruction algorithms, 3D image enhancement, 3D acquisition, Computed tomography, 3D image processing, Image restoration, Tomography, In vivo imaging, Numerical simulations, Image segmentation, Data acquisition, Metals, 3D image reconstruction

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Proceedings Article | 18 March 2015 Paper

Statistical model based iterative reconstruction in myocardial CT perfusion: exploitation of the low dimensionality of the spatial-temporal image matrix

Yinsheng Li, Kai Niu, Guang-Hong Chen

Proceedings Volume 9412, 94123N (2015) https://doi.org/10.1117/12.2081944

KEYWORDS: Computed tomography, X-ray computed tomography, Statistical analysis, Medical imaging, Image quality, Reconstruction algorithms, Image quality standards, Numerical simulations, Computer simulations, Image compression

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Proceedings Article | 18 March 2015 Paper

Low rank approximation (LRA) based noise reduction in spectral-resolved x-ray imaging using photon counting detector

Yinsheng Li, Jiang Hsieh, Guang-Hong Chen

Proceedings Volume 9412, 941212 (2015) https://doi.org/10.1117/12.2081947

KEYWORDS: Photon counting, Sensors, Denoising, Data acquisition, X-ray imaging, X-rays, Iodine, Image processing, Computer simulations, Imaging spectroscopy

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Proceedings Article | 18 March 2015 Paper

Ultra low radiation dose digital subtraction angiography (DSA) imaging using low rank constraint

Kai Niu, Yinsheng Li, Sebastian Schafer, Kevin Royalty, Yijing Wu, Charles Strother, Guang-Hong Chen

Proceedings Volume 9412, 94121O (2015) https://doi.org/10.1117/12.2082070

KEYWORDS: Image processing, Denoising, Data acquisition, Angiography, Medical imaging, Arteries, Algorithm development, In vivo imaging, Optimization (mathematics), Image quality

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Proceedings Article | 19 March 2014 Paper

Statistical image reconstruction via denoised ordered-subset statistically penalized algebraic reconstruction technique (DOS-SPART)

Yinsheng Li, Kai Niu, Jie Tang, Guang-Hong Chen

Proceedings Volume 9033, 90330U (2014) https://doi.org/10.1117/12.2043491

KEYWORDS: Reconstruction algorithms, Image restoration, Denoising, Medical imaging, Data modeling, Image denoising, Image processing, Photon counting, Statistical modeling, Numerical simulations

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Proceedings Article | 19 March 2014 Paper

Impact of norm selections on the performance of four-dimensional cone-beam computed tomography (4DCBCT) using PICCS

Yinsheng Li, Jie Tang, Guang-Hong Chen

Proceedings Volume 9033, 903308 (2014) https://doi.org/10.1117/12.2043509

KEYWORDS: Image restoration, Computed tomography, Image quality, CT reconstruction, Reconstruction algorithms, Compressed sensing, Temporal resolution, Medical imaging, Data acquisition, Signal to noise ratio

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Proceedings Article | 19 March 2013 Paper

Impact of norm selections on the performance of prior image constrained compressed sensing (PICCS)

Yinsheng Li, Jie Tang, Guang-Hong Chen

Proceedings Volume 8668, 86681M (2013) https://doi.org/10.1117/12.2008123

KEYWORDS: Image enhancement, Compressed sensing, CT reconstruction, Image quality, Computed tomography, Spatial resolution, Medical imaging, Reconstruction algorithms, Temporal resolution, Data acquisition

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Proceedings Article | 19 March 2013 Paper

Bregman regularized statistical image reconstruction method and application to prior image constrained compressed sensing (PICCS)

Yinsheng Li, Pascal Theriault Lauzier, Jie Tang, Guang-Hong Chen

Proceedings Volume 8668, 86683A (2013) https://doi.org/10.1117/12.2008162

KEYWORDS: Image restoration, Compressed sensing, X-ray computed tomography, Optimization (mathematics), CT reconstruction, Spatial resolution, Image processing, Medical imaging, Statistical analysis, Reconstruction algorithms

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Proceedings Article | 19 March 2013 Paper

Radiation dose reduction in dual-energy CT using Prior Image Constrained Compressed Sensing: image quality evaluation in virtual monochromatic imaging

Stephen Brunner, John Garrett, Yinsheng Li, Jie Tang, Kari Pulfer, Jiang Hsieh, Howard Rowley, Guang-Hong Chen

Proceedings Volume 8668, 866826 (2013) https://doi.org/10.1117/12.2007606

KEYWORDS: Image quality, Computed tomography, Bone, Spatial resolution, Compressed sensing, Denoising, Imaging spectroscopy, Medical imaging, CT reconstruction, Zoom lenses

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Proceedings Article | 19 March 2013 Paper

Tradeoff between noise properties and local impulse response in statistical prior image constrained compressed sensing

Pascal Thériault Lauzier, Yinsheng Li, Guang-Hong Chen

Proceedings Volume 8668, 86681K (2013) https://doi.org/10.1117/12.2007935

KEYWORDS: Point spread functions, Spatial resolution, Statistical analysis, Reconstruction algorithms, CT reconstruction, Compressed sensing, Image processing, Diffusion, Image restoration, Image filtering

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Showing 5 of 31 publications

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