Hyunkyung Han
M.S. Student @ Yonsei University
Seoul, South Korea
I am currently pursuing my M.S.at the MICV Lab advised by professor Seong Jae Hwang. My primary research focuses on addressing fundamental challenges in medical imaging through deep learning, with the goal of improving the efficiency and accuracy of clinical workflows. More recently, I have expanded my interests to efficient AI, particularly hardware-aware model compression and acceleration for deploying deep learning models on mobile devices.
Education
Yonsei University
Mar. 2025 – Present
M.S. in Artificial Intelligence
Medical Imaging & Computer Vision Lab (MICV) | Advisor: Prof. Seong Jae Hwang
Ewha Womans University
Mar. 2021 – Feb. 2025
B.S. in Computer Science and Engineering
Experience
NewCureM Inc.
Mar. 2023 – Aug. 2025
Medical AI Researcher
I have developed medical imaging solutions focused on PET and MRI analysis, including dose/time reduction for brain PET and AI-guided prostate lesion detection. I also contributed to automated diagnostic report generation and the regulatory approval of medical software devices (K-FDA).
News
[2026.06] Received Scholarship from the AI Seoul Tech Research Program!🎉
[2026.06] One paper accepted to ECCV 2026!🎉
[2026.06] One paper accepted to Cancer Imaging!🎉
[2026.04] One paper accepted to American Journal of Neuroradiology!🎉
[2025.09] MICCAI band debuted at the MICCAI 2025 Gala dinner! I performed as the singer😎. (More)
[2025.09] One paper accepted to Alzheimer's Research & Therapy!🎉
[2025.07] "GAN-based Denoising for Scan Time Reduction and Motion Correction of 18F FP-CIT PET/CT: A Multicenter External Validation Study" was accepted to Clinical Nuclear Medicine (Impact Factor=10.0)!🎉
[2025.06] "Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image Registration" was accepted to MICCAI 2025!🎉
[2025.03] I joined the MICV lab!
[2023.03] I joined NewCureM as the AI/SW R&D Team researcher!
Selected Papers
QWERTY: Training-Free Motion Control via Query-Warped Video Diffusion Transformers.
Kyobin Choo, Youngmin Kim, Hyunkyung Han, Geunrip Park, Chanyoung Kim, Sunyoung Jung, Seong Jae Hwang
European Conference on Computer Vision (ECCV) 2026
Association of White Matter Hyperintensities, Regional Brain Glucose Metabolism, and Cognitive Impairment in Aβ-Negative Patients.
Minjae So, Seungbeom Seo, Dongwoo Kim, Sangwon Lee, Hyunkeong Lim, Yeo Jun Yoon, Daesung Kim, Hyunkyung Han, Youngjun Jun, Seongjin Kang, Hyo Jung Seo, Tae Joo Jeon, Sangwoo Cho, Hee Joo Yoon, Young-gun Lee, Mijin Yun*
Neurology
Centiloid values from deep learning-based CT parcellation: a valid alternative to freesurfer
Yeo Jun Yoon, Seungbeom Seo, Sangwon Lee, Hyunkeong Lim, Kyobin Choo, Daesung Kim, Hyunkyung Han, Minjae So, Hosung Kang, Seongjin Kang, Dongwoo Kim, Young-gun Lee, Dongho Shin, Tae Joo Jeon, Mijin Yun*
Alzheimer's Research & Therapy
GAN-based Denoising for Scan Time Reduction and Motion Correction of 18F FP-CIT PET/CT: A Multicenter External Validation Study
Hyunkyung Han, Kyobin Choo, Tae Joo Jeon, Sangwon Lee, Seungbeom Seo, Dongwoo Kim, Sun Jung Kim*, Suk Hyun Lee*, Mijin Yun*
Clinical Nuclear Medicine
Striatal dopamine transporter uptake predicts neuronal hypometabolism and visuospatial function in Parkinson’s disease
Seungbeom Seo¹, Yeo Jun Yoon¹, Sangwon Lee, Hyunkeong Lim, Kyobin Choo, Daesung Kim, Hyunkyung Han, Seongjin Kang, Jaekyung Park, Phil Hyu Lee, Dongwoo Kim*, Mijin Yun*
European Journal of Nuclear Medicine and Molecular Imaging
Contact
For collaboration, reviewing, or talks, please reach out via hhk@yonsei.ac.kr