Yejee Shin

PhD student, Electrical and electronic engineering, Yonsei University

Joined

November 2022

Names

Yejee Shin (Preferred)

Emails

****@yonsei.ac.kr (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Electrical and electronic engineering, Yonsei University (yonsei.ac.kr)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Dosik Hwang

2020 – Present

Expertise

medical image

2020 – Present

deep learning

2020 – Present

Publications

Towards the Automatic Segmentation, Modeling and Meshing of the Aortic Vessel Tree from Multicenter Acquisitions: An Overview of the SEG.A. 2023 Segmentation of the Aorta Challenge
Yuan Jin, Antonio Pepe, Gian Marco Melito, Yuxuan Chen, Yunsu Byeon, Hyeseong Kim, Kyungwon Kim, Doohyun Park, Euijoon Choi, Dosik Hwang, Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu, Ayman El-Ghotni, Mohamed Nabil, Hossam El-Kady, Ahmed Ayyad, Amr Nasr, Marek Wodzinski et al. (19 additional authors not shown)
- CoRR 2025
- Readers: Everyone
SiMAE: Subject-identity Separation Latent Masked Autoencoder for Multi-contrast MRI Synthesis and Uncertainty Estimation
Geonhui Son, Jinglu Wang, Yejee Shin, Dosik Hwang, Yan Lu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Unified Diffusion model for Multi-contrast Ensembling Synthesis
Yeeun Lee, Yejee Shin, Doohyun Park, Geonhui Son, Taejoon Eo, Dosik Hwang
- 2024 ISMRM (oral presentation)
- Readers: Everyone
Physics-Driven Signal Regularization in Diffusion Models for Multi-contrast MR Image Synthesis
Yejee Shin, Yunsu Byeon, Geonhui Son, Hanbyol Jang, Dosik Hwang, Sewon Kim
- MICCAI (4) 2025
- Readers: Everyone
Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model
Yejee Shin, Yeeun Lee, Hanbyol Jang, Geonhui Son, Hyeongyu Kim, Dosik Hwang
- CVPR 2025
- Readers: Everyone
Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning
Jeong Ryong Lee, Yejee Shin, Geonhui Son, Dosik Hwang
- CVPR 2025
- Readers: Everyone
Ensemble and low-frequency mixing with diffusion models for accelerated MRI reconstruction
Yejee Shin, Geonhui Son, Dosik Hwang, Taejoon Eo
- Medical Image Anal. 2025
- Readers: Everyone
DiMix: Disentangle-and-Mix Based Domain Generalizable Medical Image Segmentation
Hyeongyu Kim, Yejee Shin, Dosik Hwang
- MICCAI (3) 2023
- Readers: Everyone
Position-Encoded Pixel-to-Prototype Contrastive Learning for Aortic Vessel Tree Segmentation
Hyeongyu Kim, Yejee Shin, Dosik Hwang
- SEG.A@MICCAI 2023
- Readers: Everyone
Digestive Organ Recognition in Video Capsule Endoscopy Based on Temporal Segmentation Network
Yejee Shin, Taejoon Eo, Hyeongseop Rha, Dong Jun Oh, Geonhui Son, Jiwoong An, You Jin Kim, Dosik Hwang, Yun Jeong Lim
- Published: 01 Jan 2022, Last Modified: 07 Nov 2023
- MICCAI (8) 2022
- Readers: Everyone

Co-Authors

View all 51 co-authors