Mr. Uijin Jeong Profile

Uijin Jeong

at KAIST

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Publications (3)

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 | 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 | 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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