발행물

전체 논문

36

11

CT Synthesis with Deep Learning for MR-only Radiotherapy Planning: A Review
Junghyun Roh, Dongmin Ryu, Jimin Lee*
Biomedical Engineering Letters, 2024

12

Conversion of single-energy CT to parametric maps of dual-energy CT using convolutional neural network
Sangwook Kim, Jimin Lee, Jungye Kim, Bitbyeol Kim, Chang Heon Choi, Seongmoon Jung*
The British Journal of Radiology, 2024

13

Machine Learning‐based Evaluation Technology of 3D Spatial Distribution of Residual Radioactivity in Large‐scale Radioactive Structures
UkJae Lee, Phillip Chang, Nam-Suk Jung, Jonghun Jang, Jimin Lee, Hee-Seock Lee*
Nuclear Engineering and Technology (NET), 2024

14

Deep learning-based label-free hematology analysis framework using optical diffraction tomography
Dongmin Ryu, Taeyoung Bak, Daewoong Ahn, Hayoung Kang, Sanggeun Oh, Hyun-seok Min, Sumin Lee*, Jimin Lee*
Heliyon, 2023

15

TS-Net: A Deep Learning Framework for Automated Assessment of Longitudinal Tumor Volume Changes in an Orthotopic Breast Cancer Model using MRI
Yunkyoung Jun, Seokha Jin, Noehyun Myung, Jiwoo Jeong, Jimin Lee*, Hyung Joon Cho*
IEEE Access, 2023

16

Deep-Radiomics-Based Approach to the Diagnosis of Osteoporosis Using Hip Radiographs
Sangwook Kim, Bo Ram Kim, Hee-Dong Chae*, Jimin Lee, Sung-Joon Ye, Dong Hyun Kim, Sung Hwan Hong, Ja-Young Choi, Hye Jin Yoo
Radiology: Artificial Intelligence, 2022

17

Compton background elimination for in vivo X-ray fluorescence imaging of gold nanoparticles using convolutional neural network
Seongmoon Jung, Jimin Lee, Hyungjoo Cho, Taeyun Kim, Sung-Joon Ye*
IEEE Transactions on Nuclear Science, 2020

18

Deep-learning-based label-free segmentation of cell nuclei in time- lapse refractive index tomograms
Jimin Lee, Hyejin Kim, Hyungjoo Cho, YoungJu Jo, Yujin Song, Daewoong Ahn, Kangwon Lee, YongKeun Park, Sung-Joon Ye*
IEEE Access, 2019

19

Fano cavity test for electron Monte Carlo transport algorithms in magnetic fields: comparison between EGSnrc, PENELOPE, MCNP6 and Geant4
Jaegi Lee, Jimin Lee, Dongmin Ryu, Hochan Lee, Sung-Joon Ye*
Physics in Medicine and Biology, 2018

20

Deep learning-based restoration of noise-corrupted and saturated beam profiles for real-time proton beam monitoring and quality assurance
Jung, GI, Hwang, YS, Kim, YM, Lee, CY, Ha, JM, Oh, EJ, Lee, JH, Lee, J
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 202508