Dongmyung Shin

23 papers A 1Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient AI-Driven Multi-Section Whole Slide Image Analysis for Biochemical Recurrence Prediction in Prostate Cancer.
CoRR
Yesung Cho, Dongmyung Shin, Sujeong Hong, Jooyeon Lee, Seongmin Park, Geongyu Lee, Jongbae Park, Hong Koo Ha
2025 J jnl
Efficient Cell Painting Image Representation Learning via Cross-Well Aligned Masked Siamese Network.
CoRR
Pin-Jui Huang, Yu-Hsuan Liao, Sooheon Kim, Noseong Park, Jongbae Park, Dongmyung Shin
2025 J jnl
G2L:From Giga-Scale to Cancer-Specific Large-Scale Pathology Foundation Models via Knowledge Distillation.
CoRR
Yesung Cho, Sungmin Lee, Geongyu Lee, Minkyung Lee, Jongbae Park, Dongmyung Shin
2025 J jnl
Real-time Game-Broadcast Guidance Protocol for Spoiler Prevention in Live Game Streaming.
J. Web Eng.
Yongjoon Joe, Sung-Il Jang, Dongmyung Shin
2025 J jnl
Sparse-view CBCT reconstruction using meta-learned neural attenuation field and hash-encoding regularization.
Comput. Biol. Medicine
Heejun Shin, Taehee Kim, Jongho Lee, Se Young Chun, Seungryong Cho, Dongmyung Shin
2024 A conf
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model.
ECAI
Taehee Kim, Yeongjae Cho, Heejun Shin, Yohan Jo, Dongmyung Shin
2024 J jnl
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model.
CoRR
Taehee Kim, Yeongjae Cho, Heejun Shin, Yohan Jo, Dongmyung Shin
2024 J jnl
KDGAN: Knowledge distillation-based model copyright protection for secure and communication-efficient model publishing.
IET Commun.
Bingyi Xie, Honghui Xu, Daehee Seo, Dongmyung Shin, Zhipeng Cai
2024 — conf
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays.
MIDL
Yeongjae Cho, Taehee Kim, Heejun Shin, Sungzoon Cho, Dongmyung Shin
2024 J jnl
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays.
CoRR
Yeongjae Cho, Taehee Kim, Heejun Shin, Sungzoon Cho, Dongmyung Shin
2023 J jnl
Fast and accurate sparse-view CBCT reconstruction using meta-learned neural attenuation field and hash-encoding regularization.
CoRR
Heejun Shin, Taehee Kim, Jongho Lee, Se Young Chun, Seungryung Cho, Dongmyung Shin
2022 J jnl
Coil2Coil: Self-supervised MR image denoising using phased-array coil images.
CoRR
Juhyung Park, Dongwon Park, Hyeong-Geol Shin, Eun-Jung Choi, Hongjun An, Minjun Kim, Dongmyung Shin, Se Young Chun, Jongho Lee
2022 J jnl
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value.
IEEE Trans. Medical Imaging
Juhyung Park, Woojin Jung, Eun-Jung Choi, Se-Hong Oh, Jinhee Jang, Dongmyung Shin, Hongjun An, Jongho Lee
2022 J jnl
Method to Minimize the Errors of AI: Quantifying and Exploiting Uncertainty of Deep Learning in Brain Tumor Segmentation.
Sensors
Joohyun Lee, Dongmyung Shin, Se-Hong Oh, Haejin Kim
2022 J jnl
Sandwich spatial saturation for neuromelanin-sensitive MRI: Development and multi-center trial.
NeuroImage
Sooyeon Ji, Eun-Jung Choi, Beomseok Sohn, Kyoungwon Baik, Na-Young Shin, Won-Jin Moon, Seongbeom Park, Soohwa Song, Phil Hyu Lee, Dongmyung Shin, Se-Hong Oh, Eung-Yeop Kim, Jongho Lee
2021 J jnl
DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues.
CoRR
Juhung Park, Woojin Jung, Eun-Jung Choi, Se-Hong Oh, Dongmyung Shin, Hongjun An, Jongho Lee
2021 J jnl
Deep reinforcement learning-designed radiofrequency waveform in MRI.
Nat. Mach. Intell.
Dongmyung Shin, Younghoon Kim, Chungseok Oh, Hongjun An, Juhyung Park, Jiye Kim, Jongho Lee
2021 J jnl
DeepRF: Deep Reinforcement Learning Designed RadioFrequency Waveform in MRI.
CoRR
Dongmyung Shin, Younghoon Kim, Chungseok Oh, Hongjun An, Juhyung Park, Jiye Kim, Jongho Lee
2021 J jnl
DeepResp: Deep learning solution for respiration-induced B
NeuroImage
Hongjun An, Hyeong-Geol Shin, Sooyeon Ji, Woojin Jung, Sehong Oh, Dongmyung Shin, Juhyung Park, Jongho Lee
2021 J jnl
Quad-Contrast Imaging: Simultaneous Acquisition of Four Contrast-Weighted Images (PD-Weighted, T₂-Weighted, PD-FLAIR and T₂-FLAIR Images) With Synthetic T₁-Weighted Image, T₁- and T₂-Maps.
IEEE Trans. Medical Imaging
Sooyeon Ji, Jinhee Jeong, Se-Hong Oh, Yoonho Nam, Seung Hong Choi, Hyeong-Geol Shin, Dongmyung Shin, Woojin Jung, Jongho Lee
2020 J jnl
Deep Reinforcement Learning Designed Shinnar-Le Roux RF Pulse Using Root-Flipping: DeepRF
IEEE Trans. Medical Imaging
Dongmyung Shin, Sooyeon Ji, Doo-Hee Lee, Jieun Lee, Se-Hong Oh, Jongho Lee
2019 J jnl
Deep Reinforcement Learning Designed RF Pulse: DeepRF
CoRR
Dongmyung Shin, Sooyeon Ji, Doo-Hee Lee, Jieun Lee, Se-Hong Oh, Jongho Lee
2017 — conf
Solving the Subgraph Isomorphism Problem Using Harmony Search.
MUE/FutureTech
Hoyeong Yun, Yongjoon Joe, Byung-Ok Jung, Hyoguen Bang, Dongmyung Shin