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Jimin Lee
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Deep-learning-based label-free segmentation of cell nuclei in time-lapse refractive index tomograms
J Lee, H Kim, H Cho, YJ Jo, Y Song, D Ahn, K Lee, YK Park, SJ Ye
Ieee Access 7, 83449-83460, 2019
472019
Fano cavity test for electron Monte Carlo transport algorithms in magnetic fields: comparison between EGSnrc, PENELOPE, MCNP6 and Geant4
J Lee, J Lee, D Ryu, H Lee, SJ Ye
Physics in Medicine & Biology 63 (19), 195013, 2018
322018
Compton background elimination for in vivo x-ray fluorescence imaging of gold nanoparticles using convolutional neural network
S Jung, J Lee, H Cho, T Kim, SJ Ye
IEEE Transactions on Nuclear Science 67 (11), 2311-2320, 2020
92020
Deep Radiomics–based Approach to the Diagnosis of Osteoporosis Using Hip Radiographs
S Kim, BR Kim, HD Chae, J Lee, SJ Ye, DH Kim, SH Hong, JY Choi, ...
Radiology: Artificial Intelligence 4 (4), e210212, 2022
62022
Controllable Text-to-Image Synthesis for Multi-Modality MR Images
K Kim, Y Na, SJ Ye, J Lee, SS Ahn, JE Park, H Kim
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
12024
TS-Net: A deep learning framework for automated assessment of longitudinal tumor volume changes in an orthotopic breast cancer model using MRI
Y Jun, S Jin, N Myung, J Jeong, J Lee, HJ Cho
IEEE Access, 2023
12023
Evaluation of filters in RSPCS (Reactor Service Pool Cooling System) and HWL (Hot Water Layer) in OPAL research reactor at ANSTO (Australian Nuclear Science and Technology …
J Lee, R Foy, SM Jung, HS Park, SJ Ye
12016
Machine learning‐based evaluation technology of 3D spatial distribution of residual radioactivity in large‐scale radioactive structures
UJ Lee, P Chang, NS Jung, J Jang, J Lee, HS Lee
Nuclear Engineering and Technology, 2024
2024
Conversion of single-energy computed tomography to parametric maps of dual-energy computed tomography using convolutional neural network
S Kim, J Lee, J Kim, B Kim, CH Choi, S Jung
arXiv preprint arXiv:2309.15314, 2023
2023
Deep learning-based label-free hematology analysis framework using optical diffraction tomography
D Ryu, T Bak, D Ahn, H Kang, S Oh, H Min, S Lee, J Lee
Heliyon 9 (8), 2023
2023
Metal Artifact Reduction for Head and Neck CBCT with Attentional Dual Encoder Fusion UNet
JM Lee, W Lee, J Ki, B Kim, S Jung, J Lee
Radiological Society of North America (RSNA), 2023
2023
CNN-Based Metal Artifact Reduction Method with Mask for Planning CT in Radiation Treatment
W Lee, J Ki, JM Lee, B Kim, S Jung, J Lee
Radiological Society of North America (RSNA), 2023
2023
Unpaired MR-CT Translation using Diffusion model and cross-modality structure extractor
J Roh, YB Kim, J Lee
Radiological Society of North America (RSNA), 2023
2023
Missing Brain Tumor MRI sequence Imputation with Laplacian filter Attention with Style Transfer Generative Adversarial Network
Y Na, K Kim, H Kim, SJ Ye, J Lee
Radiological Society of North America (RSNA), 2022
2022
Synthesis of brain tumor dataset via free-from mask in normal MRI using Generative Adversarial Networks
K Kim, Y Na, J Lee, SJ Ye, H Kim
Radiological Society of North America (RSNA), 2022
2022
Deep Learning-based Fokker-Planck-Landau Collision Operator for Fusion Plasma Simulation: A Preliminary Study
HJ Noha, J Leeb, E Yoonb
한국원자력학회, 2022
2022
Deep Learning-based Metal Artifact and Noise Reduction in the Lumbar Spine CT
HI Choi, J Lee, HD Chae, C Ahn, H Cho, SJ Ye, JH Kim, SH Hong, ...
Radiological Society of North America (RSNA), 2021
2021
Machine Learning-based Optimal Radiation Treatment Technique Suggestion Using Dosimetric Parameters
D Ryu, J Lee, H Kim
Radiological Society of North America (RSNA), 2021
2021
3D Dose Distribution Estimation for Various Treatment Techniques using Deep Learning Framework For Radiation Therapy
J Lee, D Ryu, H Kim
Radiological Society of North America (RSNA), 2021
2021
Deep Learning-based Effective Atomic Number Conversion From Single Energy Computed Tomography
J Lee, S Kim, B Kim, S Jung
Radiological Society of North America (RSNA), 2021
2021
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