Publications by authors named "Sang Kyun Yoo"

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Enhancing Brain Metastases Detection and Segmentation in Black-Blood MRI Using Deep Learning and Segment Anything Model (SAM).
Sang Kyun Yoo, Tae Hyung Kim, Jin Sung Kim, Sung Soo Ahn, Eui Hyun Kim, Hong In Yoon

Yonsei Med J· August 2025

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Development of learning-based predictive models for radiation-induced atrial fibrillation in non-small cell lung cancer patients by integrating patient-specific clinical, dosimetry, and diagnostic information.
Sang Kyun Yoo, Kyung Hwan Kim, Jae Myoung Noh, Jaewon Oh, Gowoon Yang, Hong In Yoon

Radiother Oncol· December 2024

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The InterVision Framework: An Enhanced Fine-Tuning Deep Learning Strategy for Auto-Segmentation in Head and Neck.
Byongsu Choi, Chris J Beltran, Sang Kyun Yoo, Na Hye Kwon, Jin Sung Kim

J Pers Med· September 2024

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Clinical feasibility of deep learning-based synthetic CT images from T2-weighted MR images for cervical cancer patients compared to MRCAT.
Hojin Kim, Sang Kyun Yoo, Jin Sung Kim, Yong Tae Kim, Jai Wo Lee

Sci Rep· April 2024

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Acute coronary event (ACE) prediction following breast radiotherapy by features extracted from 3D CT, dose, and cardiac structures.
Byong Su Choi, Sang Kyun Yoo, Jinyoung Moon, Seung Yeun Chung, Jaewon Oh

Med Phys· October 2023

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Machine learning‑based radiomics models for prediction of locoregional recurrence in patients with breast cancer.
Joongyo Lee, Sang Kyun Yoo, Kangpyo Kim, Byung Min Lee, Vivian Youngjean Park

Oncol Lett· October 2023

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Metal artifact reduction in kV CT images throughout two-step sequential deep convolutional neural networks by combining multi-modal imaging (MARTIAN).
Hojin Kim, Sang Kyun Yoo, Dong Wook Kim, Ho Lee, Chae-Seon Hong

Sci Rep· December 2022

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Generation and Evaluation of Synthetic Computed Tomography (CT) from Cone-Beam CT (CBCT) by Incorporating Feature-Driven Loss into Intensity-Based Loss Functions in Deep Convolutional Neural Network.
Sang Kyun Yoo, Hojin Kim, Byoung Su Choi, Inkyung Park, Jin Sung Kim

Cancers (Basel)· September 2022

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Deep-Learning-Based Automatic Detection and Segmentation of Brain Metastases with Small Volume for Stereotactic Ablative Radiotherapy.
Sang Kyun Yoo, Tae Hyung Kim, Jaehee Chun, Byong Su Choi, Hojin Kim, Hong In Yoon

Cancers (Basel)· May 2022

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