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2020 – today
- 2024
[i7]Taehee Kim, Yeongjae Cho, Heejun Shin, Yohan Jo, Dongmyung Shin:
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model. CoRR abs/2401.06400 (2024)- [i6]Yeongjae Cho, Taehee Kim, Heejun Shin, Sungzoon Cho, Dongmyung Shin:
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays. CoRR abs/2402.08966 (2024) - 2023
- [i5]Heejun Shin, Taehee Kim, Jongho Lee, Se Young Chun, Seungryung Cho, Dongmyung Shin:
Fast and accurate sparse-view CBCT reconstruction using meta-learned neural attenuation field and hash-encoding regularization. CoRR abs/2312.01689 (2023) - 2022
- [j7]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:
Sandwich spatial saturation for neuromelanin-sensitive MRI: Development and multi-center trial. NeuroImage 264: 119706 (2022) - [j6]Joohyun Lee, Dongmyung Shin, Se-Hong Oh, Haejin Kim:
Method to Minimize the Errors of AI: Quantifying and Exploiting Uncertainty of Deep Learning in Brain Tumor Segmentation. Sensors 22(6): 2406 (2022) - [j5]Juhyung Park, Woojin Jung, Eun-Jung Choi, Se-Hong Oh, Jinhee Jang, Dongmyung Shin, Hongjun An, Jongho Lee:
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value. IEEE Trans. Medical Imaging 41(2): 491-499 (2022) - [i4]Juhyung Park, Dongwon Park, Hyeong-Geol Shin, Eun-Jung Choi, Hongjun An, Minjun Kim, Dongmyung Shin, Se Young Chun, Jongho Lee:
Coil2Coil: Self-supervised MR image denoising using phased-array coil images. CoRR abs/2208.07552 (2022) - 2021
- [j4]Dongmyung Shin, Younghoon Kim, Chungseok Oh, Hongjun An, Juhyung Park, Jiye Kim, Jongho Lee:
Deep reinforcement learning-designed radiofrequency waveform in MRI. Nat. Mach. Intell. 3(11): 985-994 (2021) - [j3]Hongjun An, Hyeong-Geol Shin, Sooyeon Ji, Woojin Jung, Sehong Oh, Dongmyung Shin, Juhyung Park, Jongho Lee:
DeepResp: Deep learning solution for respiration-induced B0 fluctuation artifacts in multi-slice GRE. NeuroImage 224: 117432 (2021) - [j2]Sooyeon Ji, Jinhee Jeong, Se-Hong Oh, Yoonho Nam, Seung Hong Choi, Hyeong-Geol Shin, Dongmyung Shin, Woojin Jung, Jongho Lee:
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 40(12): 3617-3626 (2021) - [i3]Juhung Park, Woojin Jung, Eun-Jung Choi, Se-Hong Oh, Dongmyung Shin, Hongjun An, Jongho Lee:
DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues. CoRR abs/2102.02463 (2021) - [i2]Dongmyung Shin, Younghoon Kim, Chungseok Oh, Hongjun An, Juhyung Park, Jiye Kim, Jongho Lee:
DeepRF: Deep Reinforcement Learning Designed RadioFrequency Waveform in MRI. CoRR abs/2105.03061 (2021) - 2020
- [j1]Dongmyung Shin, Sooyeon Ji, Doo-Hee Lee, Jieun Lee, Se-Hong Oh, Jongho Lee:
Deep Reinforcement Learning Designed Shinnar-Le Roux RF Pulse Using Root-Flipping: DeepRFSLR. IEEE Trans. Medical Imaging 39(12): 4391-4400 (2020)
2010 – 2019
- 2019
- [i1]Dongmyung Shin, Sooyeon Ji, Doo-Hee Lee, Jieun Lee, Se-Hong Oh, Jongho Lee:
Deep Reinforcement Learning Designed RF Pulse: DeepRFSLR. CoRR abs/1912.09015 (2019) - 2017
- [c1]Hoyeong Yun, Yongjoon Joe, Byung-Ok Jung, Hyoguen Bang, Dongmyung Shin:
Solving the Subgraph Isomorphism Problem Using Harmony Search. MUE/FutureTech 2017: 151-158
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