Hyungseob Shin

Senior Research Scientist, AI Research, Lunit Inc.

Joined

November 2022

Names

Hyungseob Shin (Preferred)

Emails

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

****@lunit.io (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Senior Research Scientist

AI Research, Lunit Inc. (lunit.io)

2024 – Present

PhD student

Electrical and Electronic Engineering, Yonsei University (yonsei.ac.kr)

2017 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Dosik Hwang

2017 – 2024

Expertise

Breast Cancer Risk Prediction

2024 – Present

Medical image analysis

2017 – 2024

Deep learning-based MRI reconstruction

2017 – 2024

Unsupervised domain adaptation for medical image segmentation

2017 – 2024

Publications

Dual Mixture-of-Experts Framework for Discrete-Time Survival Analysis
Hyeonjun Lee, Hyungseob Shin, Gunhee Nam, Hyeonsoo Lee
- TS4H NeurIPS 2025 Poster
- Readers: Everyone
Deep Learning Algorithm for Prediction of Molecular Subtypes and Grades in Adult-type Diffuse Gliomas: According to the 2021 WHO Updates
Yunsu Byeon, Hyungseob Shin, Doohyun Park, Dosik Hwang
- 2024 ISMRM (oral presentation)
- Readers: Everyone
Interpretable multimodal transformer for prediction of molecular subtypes and grades in adult-type diffuse gliomas
Yunsu Byeon, Doohyun Park, Hyungseob Shin, Dosik Hwang
- npj Digital Medicine
- Readers: Everyone
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
- CVPR 2023
- Readers: Everyone
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, M. Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi et al. (20 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 10 May 2023
- Medical Image Anal. 2023
- Readers: Everyone
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
- Published: 01 Jan 2023, Last Modified: 23 Feb 2024
- CoRR 2023
- Readers: Everyone
Joint Deep Model-Based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI
Yohan Jun, Hyungseob Shin, Taejoon Eo, Dosik Hwang
- 15 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
- 15 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Accelerating Cartesian MRI by domain-transform manifold learning in phase-encoding direction
Taejoon Eo, Hyungseob Shin, Yohan Jun, Taeseong Kim, Dosik Hwang
- 15 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
- 2022 (modified: 16 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 19 publications

Co-Authors

View all 100 co-authors