Fast Spin Echo Imaging-Based Electric Property Tomography With K-Space Weighting via ${T}_{2}$ Relaxation (rEPT). - Jaewook Shin; Min-Oh Kim; Sungmin Cho; Dong-Hyun Kim 008 (IEEE Trans. Medical Imaging, 2017)

A Two Cascaded Network Integrating Regional-based YOLO and 3D-CNN for Cerebral Microbleeds Detection. - Mohammed A. Al-masni; Woo-Ram Kim; Eung-Yeop Kim; Young Noh; Dong-Hyun Kim 008 (EMBC, 2020)

Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual Networks. - Hunjin Chung; Koung Mi Kang; Mohammed A. Al-Masni; Chul-Ho Sohn; Yoonho Nam; Kanghyun Ryu; Dong-Hyun Kim 008 (IEEE Access, 2020)

Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification. - Mohammed A. Al-masni; Dong-Hyun Kim 008; Tae-Seong Kim 001 (Comput. Methods Programs Biomed., 2020)

Blind Source Separation for Myelin Water Fraction Mapping Using Multi-Echo Gradient Echo Imaging. - Jae Eun Song; Jaewook Shin; Hongpyo Lee; Ho Joon Lee; Won-Jin Moon; Dong-Hyun Kim 008 (IEEE Trans. Medical Imaging, 2020)

3D CMM-Net with Deeper Encoder for Semantic Segmentation of Brain Tumors in BraTS2021 Challenge. - Yoonseok Choi; Mohammed A. Al-masni; Dong-Hyun Kim 008 (BrainLes@MICCAI (1), 2021)

3D Multi-Scale Residual Network Toward Lacunar Infarcts Identification From MR Images With Minimal User Intervention. - Mohammed A. Al-Masni; Woo-Ram Kim; Eung-Yeop Kim; Young Noh; Dong-Hyun Kim 008 (IEEE Access, 2021)

A single-stage detector of cerebral microbleeds using 3D feature fused region proposal network (FFRP-Net). - Jun-Ho Kim; Mohammed A. Al-masni; Haejoon Lee; Yoon-Seok Choi; Dong-Hyun Kim 008 (AICAS, 2022)

Cerebral Microbleeds Detection Using a 3D Feature Fused Region Proposal Network with Hard Sample Prototype Learning. - Jun-Ho Kim; Mohammed A. Al-masni; Seul Lee; Haejoon Lee; Dong-Hyun Kim 008 (MICCAI (1), 2022)

Stacked U-Nets with self-assisted priors towards robust correction of rigid motion artifact in brain MRI. - Mohammed A. Al-masni; Seul Lee; Jaeuk Yi; Sewook Kim; Sung-Min Gho; Young Hun Choi; Dong-Hyun Kim 008 (NeuroImage, 2022)

Improved Multi-Echo Gradient-Echo-Based Myelin Water Fraction Mapping Using Dimensionality Reduction. - Jae Eun Song; Dong-Hyun Kim 008 (IEEE Trans. Medical Imaging, 2022)

Toward Automated Detection of Microbleeds with Anatomical Scale Localization: A Complete Clinical Diagnosis Support Using Deep Learning. - Jun-Ho Kim; Young Noh; Haejoon Lee; Seul Lee; Woo-Ram Kim; Koung Mi Kang; Eung-Yeop Kim; Mohammed A. Al-masni; Dong-Hyun Kim 008 (CoRR, 2023)

A knowledge interaction learning for multi-echo MRI motion artifact correction towards better enhancement of SWI. - Mohammed A. Al-masni; Seul Lee; Abobakr Khalil Alshamiri; Sung-Min Gho; Young Hun Choi; Dong-Hyun Kim 008 (Comput. Biol. Medicine, 2023)

A single stage knowledge distillation network for brain tumor segmentation on limited MR image modalities. - Yoonseok Choi; Mohammed A. Al-masni; Kyu-Jin Jung; Roh-Eul Yoo; Seong-Yeong Lee; Dong-Hyun Kim 008 (Comput. Methods Programs Biomed., 2023)

Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation Using Disentanglement Learning. - Sunyoung Jung; Yoonseok Choi; Mohammed A. Al-masni; Minyoung Jung; Donghyun Kim 008 (MICCAI (9), 2024)

Harmonic field extension for QSM with reduced spatial coverage using physics-informed generative adversarial network. - Siyun Jung; Soohyun Jeon; Sung-Min Gho; Ho-Joon Lee; Kyu-Jin Jung; Dong-Hyun Kim 008 (NeuroImage, 2024)

Toward automated detection of microbleeds with anatomical scale localization using deep learning. - Jun-Ho Kim; Young Noh; Haejoon Lee; Seul Lee; Woo-Ram Kim; Koung Mi Kang; Eung-Yeop Kim; Mohammed A. Al-masni; Donghyun Kim 008 (Medical Image Anal., 2025)

Investigation of electrical conductivity changes during brain functional activity in 3T MRI. - Kyu-Jin Jung; Chuanjiang Cui; Soo-Hyung Lee; Chan-Hee Park; Ji-Won Chun; Dong-Hyun Kim 008 (NeuroImage, 2025)

A joint three-plane physics-constrained deep learning based polynomial fitting approach for MR electrical properties tomography. - Kyu-Jin Jung; Thierry G. Meerbothe; Chuanjiang Cui; Mina Park; Cornelis A. T. van den Berg; Stefano Mandija; Dong-Hyun Kim 008 (NeuroImage, 2025)

Deep Network Regularization for Phase-Based Magnetic Resonance Electrical Properties Tomography With Stein's Unbiased Risk Estimator. - Chuanjiang Cui; Kyu-Jin Jung; Mohammed A. Al-Masni; Jun-Hyeong Kim; Soo-Yeon Kim; Mina Park; Shao Ying Huang; Se Young Chun; Dong-Hyun Kim 008 (IEEE Trans. Biomed. Eng., 2025)