Wooseung Kim

Preprints

1. Unsupervised Susceptibility Distortion Correction of EPI without Calibration Scans via Image Translation-Based Registration

   Wooseung Kim and Sung-Hong Park

   Paper BibTex

Journal Articles

1. Virtual 1-hour delayed post-contrast 3D heavily T2-weighted FLAIR from 10-minute delayed post-contrast scans using a deep learning model: preliminary study for inner ear application

   Yeonah Kang, Woojin Chung, Seokhwan Lee, Wooseung Kim, Yoonho Nam, and Ho-Joon Lee

   NMR in Biomedicine, 2026 (Under Review)


2. Deep Learning-Based Inner Ear Subregion Segmentation in 3D T2-Weighted MRI Using Label-Preserving Data Augmentation

   Wooseung Kim, Yeonah Kang, Seokhwan Lee, Ho-Joon Lee, and Yoonho Nam

   NMR in Biomedicine, 2026

   Paper Code BibTex


3. Label-Preserving Data Augmentation for Robust Segmentation of Thin Structure in MRI

   Wooseung Kim, Yeonah Kang, Seokhwan Lee, Ho-Joon Lee, and Yoonho Nam

   Investigative Magnetic Resonance Imaging (iMRI), 2024

   Paper BibTex

Conference Papers

1. SACRED: Susceptibility Artifact Correction without Reverse phase-encoding for EPI using Deep learning

   Wooseung Kim and Sung-Hong Park

   International Society for Magnetic Resonance in Medicine (ISMRM), 2026

   Paper BibTex


2. Deep Learning-Based Topology-Preserving Inner Ear Subregion Segmentation in MRI

   Wooseung Kim, Dayeon Bak, Yeonah Kang, Ho-Joon Lee, and Yoonho Nam

   International Society for Magnetic Resonance in Medicine (ISMRM), 2025

   Paper BibTex