Dongmyung Shin

According to our database, Dongmyung Shin authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays.

Yeongjae Cho, Taehee Kim, Heejun Shin, Sungzoon Cho, Dongmyung Shin

CoRR, 2024

Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model.

Taehee Kim, Yeongjae Cho, Heejun Shin, Yohan Jo, Dongmyung Shin

CoRR, 2024

2023

Fast and accurate sparse-view CBCT reconstruction using meta-learned neural attenuation field and hash-encoding regularization.

Heejun Shin, Taehee Kim, Jongho Lee, Se Young Chun, Seungryung Cho, Dongmyung Shin

CoRR, 2023

2022

DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value.

Juhyung Park, Woojin Jung, Eun-Jung Choi, Se-Hong Oh, Jinhee Jang, Dongmyung Shin, Hongjun An, Jongho Lee

IEEE Trans. Medical Imaging, 2022

Method to Minimize the Errors of AI: Quantifying and Exploiting Uncertainty of Deep Learning in Brain Tumor Segmentation.

Joohyun Lee, Dongmyung Shin, Se-Hong Oh, Haejin Kim

Sensors, 2022

Sandwich spatial saturation for neuromelanin-sensitive MRI: Development and multi-center trial.

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

NeuroImage, 2022

Coil2Coil: Self-supervised MR image denoising using phased-array coil images.

Juhyung Park, Dongwon Park, Hyeong-Geol Shin, Eun-Jung Choi, Hongjun An, Minjun Kim, Dongmyung Shin, Se Young Chun, Jongho Lee

CoRR, 2022

2021

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.

Sooyeon Ji, Jinhee Jeong, Se-Hong Oh, Yoonho Nam, Seung Hong Choi, Hyeong-Geol Shin, Dongmyung Shin, Woojin Jung, Jongho Lee

IEEE Trans. Medical Imaging, 2021

DeepResp: Deep learning solution for respiration-induced B₀ fluctuation artifacts in multi-slice GRE.

Hongjun An, Hyeong-Geol Shin, Sooyeon Ji, Woojin Jung, Sehong Oh, Dongmyung Shin, Juhyung Park, Jongho Lee

NeuroImage, 2021

Deep reinforcement learning-designed radiofrequency waveform in MRI.

Dongmyung Shin, Younghoon Kim, Chungseok Oh, Hongjun An, Juhyung Park, Jiye Kim, Jongho Lee

Nat. Mach. Intell., 2021

DeepRF: Deep Reinforcement Learning Designed RadioFrequency Waveform in MRI.

Dongmyung Shin, Younghoon Kim, Chungseok Oh, Hongjun An, Juhyung Park, Jiye Kim, Jongho Lee

CoRR, 2021

DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues.

Juhung Park, Woojin Jung, Eun-Jung Choi, Se-Hong Oh, Dongmyung Shin, Hongjun An, Jongho Lee

CoRR, 2021

2020

Deep Reinforcement Learning Designed Shinnar-Le Roux RF Pulse Using Root-Flipping: DeepRF_SLR.

Dongmyung Shin, Sooyeon Ji, Doo-Hee Lee, Jieun Lee, Se-Hong Oh, Jongho Lee

IEEE Trans. Medical Imaging, 2020

2019

Deep Reinforcement Learning Designed RF Pulse: DeepRF_SLR.

Dongmyung Shin, Sooyeon Ji, Doo-Hee Lee, Jieun Lee, Se-Hong Oh, Jongho Lee

CoRR, 2019

2017

Solving the Subgraph Isomorphism Problem Using Harmony Search.

Hoyeong Yun, Yongjoon Joe, Byung-Ok Jung, Hyoguen Bang, Dongmyung Shin

Proceedings of the Advanced Multimedia and Ubiquitous Engineering, 2017