Robustness evaluation against corruptions for Optical Diffraction Tomography-based classifiers
Hyungjoo Cho, Jimin Lee, Dongmin Ryu, Juhyeong Ki, Sung-Joon Ye*
Computers in Biology and Medicine, 2025
2
Deep Learning–Based Metal Artifact Reduction with Masked Mean Squared Error Loss Function in Simulation CT for Radiation Therapy for Head and Neck Cancer
Juhyeong Ki, Wonjin Lee, Bitbyeol Kim, Dukju Kim, Seongmoon Jung*, Jimin Lee*
IEEE Access, 2025
3
Deep learning-based restoration of noise-corrupted and saturated beam profiles for real-time proton beam monitoring and quality assurance
Gwang-il Jung, Young Seok Hwang, Yu Mi Kim, Chan Young Lee, Jun Mok Ha, Eun Joo Oh, Jae Hyun Lee, Jimin Lee*
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2025
4
A tumor inpainting framework for MRI using automated masks based on channel-specific conditions across the volume
Kyuri Kim, Hyungjoo Cho, Yoonho Na, Sung-Joon Ye, Jimin Lee, Sung Soo Ahn, Ji Eun Park, Hwiyoung Kim*
Biomedical Signal Processing and Control, 2025
5
FPL-net: A deep learning framework for solving the nonlinear Fokker–Planck–Landau collision operator for anisotropic temperature relaxation
Hyeongjun Noh, Jimin Lee*, Eisung Yoon*
Journal of Computational Physics, 2025
6
Generation of Deep Learning Based Virtual Non-contrast CT Using Dual-layer Dual-Energy CT and its Application to Planning CT for Radiotherapy
Jungye Kim, Jimin Lee, Bitbyeol Kim, Hyeongmin Jin, Seongmoon Jung*
PLOS ONE, 2024
7
Extraction and Evaluation of Features of Preterm Patent Ductus Arteriosus in Chest X-Ray Images Using Deep Learning
Phillip Chang, Hyeon Sung Choi, Jimin Lee*, Hyun Ho Kim*
Scientific Reports, 2024
8
Resolution-Dependent MRI-to-CT Translation for Orthotopic Breast Cancer Models Using Deep Learning