Mr. Hyeongseok Kim Profile

Hyeongseok Kim

at KAIST

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Author

Publications (7)

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 | 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

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 | 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 | 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 | 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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Showing 5 of 7 publications

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