Prof. Seungryong Cho Profile

Prof. Seungryong Cho

at KAIST

SPIE Involvement:

Conference Program Committee | Author

Publications (46)

Proceedings Article | 1 April 2024 Poster + Paper

Unsupervised medical image generation for dental imaging: super-resolution of synthetic panoramic x-ray images with CycleGAN

Gibok Kim, Sungho Yun, Taewon Lee, Seungryong Cho

Proceedings Volume 12925, 129253O (2024) https://doi.org/10.1117/12.3008721

KEYWORDS: Radiography, Cone beam computed tomography, Signal to noise ratio, Super resolution, Medical imaging, Image quality, X-ray imaging

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Proceedings Article | 1 April 2024 Poster + Paper

Investigation on substantial asymmetry of HU value in dental cone-beam CT with offset detector

Sungho Yun, Dain Choi, Sung-Joon Ye, Gyuseong Cho, Seungryong Cho

Proceedings Volume 12925, 129253K (2024) https://doi.org/10.1117/12.3006338

KEYWORDS: Sensors, Computed tomography, Image restoration, Photons, Attenuation, Monte Carlo methods, Cone beam computed tomography, Laser scattering, Cancer detection, Quantum technologies

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Proceedings Article | 29 March 2024 Poster + Paper

Risk prediction of stereotactic-body-radiotherapy-induced vertebral compression fracture using multi-modal deep learning network

Seoyoung Lee, Hyoyi Kim, Haeyoung Kim, Seungryong Cho

Proceedings Volume 12928, 1292824 (2024) https://doi.org/10.1117/12.3006647

KEYWORDS: Radiotherapy, Computed tomography, Deep learning, Network architectures, Spine, Neural networks, Cancer, Tumors

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SPIE Journal Paper | 26 April 2023 Open Access

Homogenization of multi-institutional chest x-ray images in various data transformation schemes

Hyeongseok Kim, Seoyoung Lee, Woo Jung Shim, Min-Seong Choi, Seungryong Cho

JMI, Vol. 10, Issue 06, 061103, (April 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.061103

KEYWORDS: Education and training, Chest imaging, Lung, Radiomics, Homogenization, Data modeling, Visualization, Image processing, Mahalanobis distance, Image segmentation

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Proceedings Article | 7 April 2023 Poster + Paper

Penalty-driven enhanced self-supervised learning (Noise2Void) for CBCT denoising

Sungho Yun, Uijin Jeong, Taejin Kwon, Dain Choi, Taewon Lee, Sung-Joon Ye, Gyuseong Cho, Seungryong Cho

Proceedings Volume 12463, 1246327 (2023) https://doi.org/10.1117/12.2652826

KEYWORDS: Computed tomography, Medical imaging, Denoising, Image sharpness, Education and training, Image quality, Tunable filters, Image restoration, Image filtering, Signal to noise ratio

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Proceedings Article | 7 April 2023 Poster + Paper

Pulse driving of CNT cathode-based electron emitter for multi-x-ray source

Junyoung Park, Amar Prasad Gupta, Kyung-Sik Yoon, Changwon Jeong, Kwon-Ha Yoon, Seungryong Cho, Jeung Sun Ahn, Mallory Mativenga, Jehwang Ryu

Proceedings Volume 12463, 124634N (2023) https://doi.org/10.1117/12.2655849

KEYWORDS: X-rays, X-ray sources, X-ray imaging, Pulse signals

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Proceedings Article | 3 April 2023 Poster

Smooth manifold extraction for 2D synthetic radiography using 2D CNT array-based DTS system

Jeongtae Soh, Subong Hyun, Hyeongseok Kim, Mikiko Ito, Young-jun Jung, Tae-Hyung Kim, Seungryong Cho

Proceedings Volume 12464, 124641R (2023) https://doi.org/10.1117/12.2653045

KEYWORDS: Radiography, 3D image reconstruction, Digital imaging, Confocal microscopy, Algorithm development, X-rays, X-ray imaging, Microscopy, Image quality, Digital x-ray imaging

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Proceedings Article | 18 October 2022 Open Access

Virtual non-metal network for metal artifact reduction in the sinogram domain

Da-in Choi, Taejin Kwon, Jaehong Hwang, Joon Il Hwang, Yeonkyoung Choi, Seungryong Cho

Proceedings Volume 12304, 1230426 (2022) https://doi.org/10.1117/12.2646950

KEYWORDS: Metals, Tissues, Image segmentation, Image quality, Nonmetals, Bone, Computer simulations, Computed tomography, Sensors, Medical imaging

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Proceedings Article | 18 October 2022 Open Access

Dual-domain network with transfer learning for reducing bowtie-filter induced artifacts in half-fan cone-beam CT

Sungho Yun, Uijin Jeong, Donghyeon Lee, Hyeongseok Kim, Seungryong Cho

Proceedings Volume 12304, 123041H (2022) https://doi.org/10.1117/12.2646923

KEYWORDS: Sensors, Computed tomography, Monte Carlo methods, Image filtering, Data modeling, Data acquisition, Scattering, Quantitative analysis, Optical simulations, Nonlinear filtering

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Proceedings Article | 3 October 2022 Presentation + Paper

CNN-based binary classification of 3D optical microscopic images

Da-in Choi, Taejin Kwon, Jeongtae So, Sunho Lim, Dongjun Woo, Nosung Lee, Jaewon Kim, Seungryong Cho

Proceedings Volume 12227, 122270G (2022) https://doi.org/10.1117/12.2631959

KEYWORDS: 3D image processing, Binary data, Image classification, Image processing, Glasses, Optical microscopy, Convolutional neural networks

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Proceedings Article | 4 April 2022 Poster + Paper

Development of carbon nanotubes emitter based multi x-ray source array for digital chest tomosynthesis system

Junyoung Park, Amar Prasad Gupta, Kyung-Sik Yoon, Dongkeun Kim, Changwon Jeong, Kwon-Ha Yoon, Seungyong Cho, Jeung Sun Ahn, Seong-Jin Park, Mallory Mativenga, Jehwang Ryu

Proceedings Volume 12031, 1203149 (2022) https://doi.org/10.1117/12.2613618

KEYWORDS: X-ray sources, X-rays, X-ray imaging, Carbon nanotubes, Field effect transistors, Chemical vapor deposition, Switching, Switches, Chest, Sensors

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Proceedings Article | 4 April 2022 Presentation + Paper

A feasibility study of dual-energy digital breast tomosynthesis for three-compartment-breast imaging

Hyeongseok Kim, Hoyeon Lee, Seoyoung Lee, Young-Wook Choi, Young Jin Choi, Kee Hyun Kim, Wontaek Seo, Choul Woo Shin, Seungryong Cho

Proceedings Volume 12031, 1203103 (2022) https://doi.org/10.1117/12.2611606

KEYWORDS: Digital breast tomosynthesis, Proteins, Calibration, Breast, X-rays, Prototyping, Data acquisition, Tissues, Solids, Diagnostics

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Proceedings Article | 4 April 2022 Poster + Presentation + Paper

A beam-filter-based low-dose imaging for multi-detector-row helical CT

Sunho Lim, Subong Hyun, Chanyoung Oh, Seungryong Cho

Proceedings Volume 12031, 120312M (2022) https://doi.org/10.1117/12.2612801

KEYWORDS: X-ray computed tomography, Computed tomography, Imaging systems, Image filtering, Image restoration, Linear filtering, Image processing, Diagnostics, Data acquisition, CT reconstruction

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Proceedings Article | 20 April 2021 Paper

A feasibility study of metal artifacts reduction using weighted iterative reconstruction algorithm for frequency split metal artifact reduction

Sungho Yun, Donghyeon Lee, Rizza Pua, Seungryong Cho

Proceedings Volume 11792, 117920T (2021) https://doi.org/10.1117/12.2590208

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Stationary multi x-ray source system with carbon nanotube emitters for digital tomosynthesis

Junyoung Park, Amar Prasad Gupta, Wooseob Kim, Jongmin Lim, Seungjun Yeo, Dongkeun Kim, Changwon Jeong, Kwon-Ha Yoon, Seungryong Cho, Jeung Sun Ahn, Mallory Mativenga, Jehwang Ryu

Proceedings Volume 11595, 115953G (2021) https://doi.org/10.1117/12.2582280

KEYWORDS: X-ray sources, X-ray imaging, X-rays, Carbon nanotubes, Medical imaging, Image acquisition, Chest, 3D image reconstruction, 3D acquisition, Switching

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Proceedings Article | 22 May 2020 Paper

Convolutional-neural-network based breast thickness correction in digital breast tomosynthesis

Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Uijin Jeong, Seungryong Cho

Proceedings Volume 11513, 115131E (2020) https://doi.org/10.1117/12.2560909

KEYWORDS: Breast, Digital breast tomosynthesis, Image segmentation, Convolution, X-rays, Convolutional neural networks, Image compression, Machine learning

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Proceedings Article | 16 March 2020 Paper

Multi-beam x-ray sources with carbon nanotube emitter for tomosynthesis system

Junyoung Park, Jaeik Jung, Amar Prasad Gupta, Jeongtae Soh, Changwon Jeong, Jeungsun Ahn, Seungryong Cho, Kwon-Ha Yoon, Dongkeun Kim, Mallory Mativenga, Jehwang Ryu

Proceedings Volume 11312, 113122E (2020) https://doi.org/10.1117/12.2550142

KEYWORDS: X-ray sources, X-rays, X-ray imaging, Chest, 3D image reconstruction, Carbon nanotubes, Sensors, Medical research, 3D image processing, Digital imaging

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Proceedings Article | 28 February 2020 Presentation + Paper

Mask-guided diffusion optical tomography image reconstruction for breast imaging

Yejin Kim, Sungho Yun, Seungryong Cho

Proceedings Volume 11317, 113171A (2020) https://doi.org/10.1117/12.2548926

KEYWORDS: Digital breast tomosynthesis, Calibration, Breast, Image quality, Optical properties, Sensors, Signal detection, Diffuse optical tomography, Breast cancer, Digital mammography

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Proceedings Article | 28 May 2019 Paper

Reducing high-density object artifacts with iterative image reconstruction in digital tomosynthesis

Hyeongseok Kim, Jongha Lee, Seungryong Cho

Proceedings Volume 11072, 110722Q (2019) https://doi.org/10.1117/12.2534892

KEYWORDS: Image restoration, Reconstruction algorithms, Digital breast tomosynthesis, Digital imaging, Image processing, 3D image processing, Medical imaging, Breast, Computed tomography, Digital x-ray imaging

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Proceedings Article | 28 May 2019 Paper

Reconstructing interior transmission tomographic images with an offset-detector using a deep-neural-network

Hoyeon Lee, Hyeongseok Kim, Seungryong Cho

Proceedings Volume 11072, 1107230 (2019) https://doi.org/10.1117/12.2534888

KEYWORDS: Tomography, Neural networks, Medical imaging, Computed tomography, Image restoration

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Proceedings Article | 27 March 2019 Paper

Artifact reduction using segmentation constrained RPCA for CT

Y. Kim, D. Choi, S. Lim, S. Cho

Proceedings Volume 11050, 110500H (2019) https://doi.org/10.1117/12.2523642

KEYWORDS: Image segmentation, Computed tomography, Medical imaging, Tissues, Image processing algorithms and systems, Video, Radiotherapy, Nuclear engineering, Machine vision, Computer vision technology

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Proceedings Article | 17 September 2018 Presentation

X-ray dual-energy computed tomography by use of a filter-strip array for medical applications (Conference Presentation)

Seungryong Cho, Donghyeon Lee, Taejin Kwon

Proceedings Volume 10727, 107270H (2018) https://doi.org/10.1117/12.2324243

KEYWORDS: X-ray computed tomography, Reconstruction algorithms, Image restoration, Image filtering, Optical filters, X-rays, X-ray sources, Dual energy imaging, Medical imaging

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Proceedings Article | 2 March 2018 Paper

Sinogram synthesis using convolutional-neural-network for sparsely view-sampled CT

Jongha Lee, Hoyeon Lee, Seungryong Cho

Proceedings Volume 10574, 105742A (2018) https://doi.org/10.1117/12.2293244

KEYWORDS: Computed tomography, Image quality, Reconstruction algorithms, Convolution, Image restoration, Super resolution, Image filtering, Algorithm development, Image analysis

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Proceedings Article | 13 March 2017 Paper

Spatially varying regularization based on retrieved support in diffuse optical tomography

Sohail Sabir, Sanghoon Cho, Seunryong Cho

Proceedings Volume 10137, 101371K (2017) https://doi.org/10.1117/12.2254340

KEYWORDS: Diffuse optical tomography, Tissue optics, Diffuse optical imaging, Biomedical optics, Inverse optics, Inverse problems, Iterative methods, Absorption, Geometrical optics, Image processing

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Proceedings Article | 24 February 2017 Paper

View-interpolation of sparsely sampled sinogram using convolutional neural network

Hoyeon Lee, Jongha Lee, Suengryong Cho

Proceedings Volume 10133, 1013328 (2017) https://doi.org/10.1117/12.2254244

KEYWORDS: Convolutional neural networks, Neural networks, Computed tomography, Compressed sensing, Image quality, Image analysis, Image restoration, CT reconstruction, Data modeling, Analytical research

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Proceedings Article | 24 February 2017 Paper

Auto-focused panoramic dental tomosynthesis imaging with exponential polynomial based sharpness indicators

Taewon Lee, Yeon Ju Lee, Seungryong Cho

Proceedings Volume 10133, 101331Y (2017) https://doi.org/10.1117/12.2254023

KEYWORDS: Panoramic photography, Image filtering, Image quality, Sensors, Digital imaging, Imaging systems, Teeth, Image stacking, Image resolution, Image processing

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SPIE Journal Paper | 24 October 2016 Open Access

Sampling scheme optimization for diffuse optical tomography based on data and image space rankings

Sohail Sabir, Changhwan Kim, Sanghoon Cho, Duchang Heo, Kee Hyun Kim, Jong Chul Ye, Seungryong Cho

JBO, Vol. 21, Issue 10, 106004, (October 2016) https://doi.org/10.1117/12.10.1117/1.JBO.21.10.106004

KEYWORDS: Intelligence systems, Diffuse optical tomography, Sensors, Absorption, Scattering, Image resolution, Data modeling, Head, Brain, Inverse optics

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Proceedings Article | 25 March 2016 Paper

Scatter correction in CBCT with an offset detector through a deconvolution method using data consistency

Changhwan Kim, Miran Park, Hoyeon Lee, Seungryong Cho

Proceedings Volume 9783, 97832S (2016) https://doi.org/10.1117/12.2214933

KEYWORDS: Deconvolution, Data acquisition, Computer simulations, X-ray imaging, Scattering, Data corrections, Head, Image quality, Convolution, Medical imaging, Fluctuations and noise

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Proceedings Article | 22 March 2016 Paper

Multi-gamma-source CT imaging system: a feasibility study with the Poisson noise

Sunhee Wi, Seungryong Cho

Proceedings Volume 9783, 97831U (2016) https://doi.org/10.1117/12.2216693

KEYWORDS: X-ray computed tomography, Imaging systems, Reconstruction algorithms, X-rays, Sensors, Algorithm development, Radioisotopes, X-ray imaging, Detection and tracking algorithms, Data analysis

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Proceedings Article | 10 March 2016 Paper

Adaptive selection of minimally correlated data for optimization of source-detector configuration in diffuse optical tomography

Sohail Sabir, Keehyun Kim, Duchang Heo, Seungryong Cho

Proceedings Volume 9701, 97010V (2016) https://doi.org/10.1117/12.2211580

KEYWORDS: Diffuse optical tomography, Inverse problems, Optimization (mathematics), Iterative methods, Image quality, Image resolution, Sensors, Diffuse optical imaging, Near infrared, Tissue optics, Data modeling, Diffusion, Error analysis

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Proceedings Article | 19 March 2014 Paper

Preliminary study of region-of-interest image reconstruction with intensity weighting in cone-beam CT using iterative algorithm

Kihong Son, Jiseoc Lee, Younjeong Lee, Jin Sung Kim, Seungryong Cho

Proceedings Volume 9033, 90332T (2014) https://doi.org/10.1117/12.2043457

KEYWORDS: Reconstruction algorithms, Computed tomography, Ions, Image quality, Image restoration, Detection and tracking algorithms, CT reconstruction, Compressed sensing, Data acquisition, Algorithm development

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Proceedings Article | 6 March 2013 Paper

Feasibility study on multiple fan-beam data acquisition for low-dose helical CT

Taewon Lee, Miran Park, Yunjeong Lee, Insoo Kim, Bumsoo Han, Seungryong Cho

Proceedings Volume 8668, 866838 (2013) https://doi.org/10.1117/12.2007785

KEYWORDS: Collimators, X-ray computed tomography, Reconstruction algorithms, Collimation, Data acquisition, X-rays, Image quality, Image restoration, Switching, Computer simulations

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Proceedings Article | 6 March 2013 Paper

Motion detection in cone-beam computed tomography incorporating a geometric calibration approach

Rizza Pua, Boyeol Yoo, Chang Hwan Kim, Seungryong Cho

Proceedings Volume 8668, 86682T (2013) https://doi.org/10.1117/12.2007797

KEYWORDS: Calibration, Solids, Image processing, Image quality, Motion detection, Computed tomography, Image filtering, Image restoration, Reconstruction algorithms, Infrared imaging

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SPIE Journal Paper | 2 August 2012 Open Access

Feasibility study on many-view under-sampling technique for low-dose computed tomography

Seungryong Cho, Taewon Lee, Jonghwan Min, Hyekyun Chung

OE, Vol. 51, Issue 8, 080501, (August 2012) https://doi.org/10.1117/12.10.1117/1.OE.51.8.080501

KEYWORDS: Collimation, Collimators, Data acquisition, Reconstruction algorithms, Image quality, X-ray computed tomography, Image restoration, Computed tomography, Algorithm development, Algorithms

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Proceedings Article | 17 March 2011 Paper

Low-dose dual-energy cone-beam CT using a total-variation minimization algorithm

Jonghwan Min, Taewon Lee, Kyong-Woo Kim, Gyuseong Cho, Seungryong Cho

Proceedings Volume 7961, 796132 (2011) https://doi.org/10.1117/12.877914

KEYWORDS: Reconstruction algorithms, Calibration, Data acquisition, Image restoration, Image filtering, Data conversion, X-ray computed tomography, X-rays, Computed tomography, CT reconstruction

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Proceedings Article | 17 March 2011 Paper

Backprojection-filtration image reconstruction from partial cone-beam data for scatter correction

Rizza Pua, Jonghwan Min, Boyeol Yoo, Kyong-Woo Kim, Gyuseong Cho, Seungryong Cho

Proceedings Volume 7961, 79612T (2011) https://doi.org/10.1117/12.877912

KEYWORDS: Reconstruction algorithms, Image restoration, Data corrections, Image quality, X-rays, Data acquisition, Signal attenuation, Image segmentation, Image processing, Scatter measurement

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Proceedings Article | 17 March 2011 Paper

Limited data tomographic image reconstruction via dual formulation of total variation minimization

Kwang Eun Jang, Younghun Sung, Kangeui Lee, Jongha Lee, Seungryong Cho

Proceedings Volume 7961, 796138 (2011) https://doi.org/10.1117/12.877832

KEYWORDS: Reconstruction algorithms, Digital breast tomosynthesis, Statistical analysis, X-rays, Mammography, Data modeling, Algorithm development, Expectation maximization algorithms, Tomography, Tissues

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Proceedings Article | 23 March 2010 Paper

Deblurring in digital tomosynthesis by iterative self-layer subtraction

Hanbean Youn, Jee Young Kim, SunYoung Jang, Min Kook Cho, Seungryong Cho, Ho Kyung Kim

Proceedings Volume 7622, 76225J (2010) https://doi.org/10.1117/12.844137

KEYWORDS: Sensors, Algorithm development, Reconstruction algorithms, Chest, Image quality, Computer simulations, Image restoration, Numerical simulations, X-rays, X-ray sources

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Proceedings Article | 13 March 2009 Paper

CBCT/CBDT equipped with the x-ray projection system for image-guided proton therapy

Min Kook Cho, Jin Sung Kim, Young-Bin Cho, Hanbean Youn, Sung Yong Park, Seungryong Cho, Ho Kyung Kim

Proceedings Volume 7258, 72582V (2009) https://doi.org/10.1117/12.811525

KEYWORDS: Sensors, X-rays, X-ray computed tomography, Modulation transfer functions, Calibration, Image quality, X-ray imaging, Projection systems, Imaging systems, Signal to noise ratio

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Proceedings Article | 13 March 2009 Paper

Prior-image-based few-view cone beam CT for applications to daily scan in image-guided radiation therapy: preliminary study

Seungryong Cho, Erik Pearson, Emil Sidky, Junguo Bian, Charles Pelizzari, Xiaochuan Pan

Proceedings Volume 7258, 72581U (2009) https://doi.org/10.1117/12.811345

KEYWORDS: Reconstruction algorithms, Image restoration, Computed tomography, Radiotherapy, Image processing, Binary data, Algorithm development, Prostate, Safety, Motion detection

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Proceedings Article | 11 March 2009 Paper

Noise analysis in intensity-weighted region-of-interest imaging for cone-beam CT

Seungryong Cho, Erik Pearson, Charles Pelizzari, Xiaochuan Pan

Proceedings Volume 7258, 725807 (2009) https://doi.org/10.1117/12.811347

KEYWORDS: Image registration, Image filtering, Computed tomography, Reconstruction algorithms, 3D image reconstruction, Image restoration, Imaging systems, Tolerancing, Image quality, Sensors

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Proceedings Article | 25 March 2008 Paper

Tomosynthesis with source positions distributed over a surface

Dan Xia, Seungryong Cho, Junguo Bian, Emil Sidky, Charles Pelizzari, Xiaochuan Pan

Proceedings Volume 6913, 69132A (2008) https://doi.org/10.1117/12.772687

KEYWORDS: Sensors, Medical imaging, Physics, Rutherfordium, X-ray sources, Image segmentation, Lead, Data acquisition, Yield improvement, Image quality

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Proceedings Article | 18 March 2008 Paper

A preliminary investigation of using prior information for potentially improving image reconstruction in few-view CT

Seungryong Cho, Emil Sidky, Junguo Bian, Charles Pelizzari, Xiaochuan Pan

Proceedings Volume 6913, 69132C (2008) https://doi.org/10.1117/12.772063

KEYWORDS: Reconstruction algorithms, Computed tomography, Expectation maximization algorithms, Image restoration, Algorithm development, Radiotherapy, CT reconstruction, Image quality, Detection and tracking algorithms, Image registration

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Proceedings Article | 18 March 2008 Paper

A preliminary study of intensity-weighted ROI imaging in cone-beam CT

Seungryong Cho, Erik Pearson, Dan Xia, Xiao Han, Charles Pelizzari, Xiaochuan Pan

Proceedings Volume 6913, 691325 (2008) https://doi.org/10.1117/12.772051

KEYWORDS: Image segmentation, Reconstruction algorithms, Image restoration, Tissues, Sensors, Algorithm development, Detection and tracking algorithms, X-ray computed tomography, Image processing algorithms and systems, Computed tomography

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Proceedings Article | 16 March 2007 Paper

Extended volume coverage in helical cone-beam CT by using PI-line-based BPF algorithm

Seungryong Cho, Xiaochuan Pan

Proceedings Volume 6510, 651055 (2007) https://doi.org/10.1117/12.713237

KEYWORDS: Reconstruction algorithms, Detection and tracking algorithms, Sensors, Algorithm development, Image segmentation, Image processing algorithms and systems, Image restoration, Computed tomography, Algorithms, Medical imaging

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Proceedings Article | 14 March 2007 Paper

Dual-energy cone-beam micro-CT for animal imaging: preliminary study

Seungryong Cho, Emil Sidky, Junguo Bian, Xiaochuan Pan

Proceedings Volume 6510, 65103M (2007) https://doi.org/10.1117/12.713243

KEYWORDS: X-rays, Tissues, Bone, Image processing, X-ray imaging, Data conversion, Signal attenuation, Image restoration, X-ray computed tomography, Imaging systems

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Showing 5 of 46 publications

Conference Committee Involvement (4)

Physics of Medical Imaging

16 February 2025 | San Diego, California, United States

Physics of Medical Imaging

19 February 2024 | San Diego, California, United States

Physics of Medical Imaging

20 February 2023 | San Diego, California, United States

Physics of Medical Imaging

20 February 2022 | San Diego, California, United States

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