Ph.D. Candidate, Sungkyunkwan University (MIP Lab), South Korea, Supervised by Prof. Hyunjin Park
Email: niy0404@skku.edu, niy0404@gmail.com
Github: github.com/nainye
LinkedIn: linkedin.com/in/inyena
Google Scholar: scholar.google.co.kr/citations?user=NeEUJFsAAAAJ&
Medical AI
Radiomics
Multi-modal Analysis
[Mar 2026] Our paper "Dual-conditioned diffusion model with anatomical guidance for geometric distortion correction in prostate MRI" has been accepted to European Radiology Experimental.
[Aug 2025] Our abstract "Dual-Conditioned Diffusion Model with Anatomical Guidance for Prostate DWI Artifact Correction" has been accepted for scientific presentation at RSNA 2025.
[May 2025] Our paper "RadiomicsRetrieval: A Customizable Framework for Medical Image Retrieval Using Radiomics Features" has been accepted to MICCAI 2025. (Equal first author)
[May 2024] Our paper "Radiomicsfill-mammo: Synthetic mammogram mass manipulation with radiomics features" has been accepted to MICCAI 2024. (Spotlight presentation – top 3% , Early accept – top 11%)
[Jan 2024] Our paper "Combined radiomics-clinical model to predict platinum-sensitivity in advanced high-grade serous ovarian carcinoma using multimodal MRI" has been accepted to Frontiers in Oncology. (Equal first author)
[Oct 2023] Our paper "Synthetic Tumor Manipulation: With Radiomics Features" has been accepted to NeurIPS 2023 Workshop: Medical Imaging meets NeurIPS.
[Sep 2022] Our team ranked 4th Place in the COSMOS 2022 Grand Challenge (Carotid Vessel Wall Segmentation and Atherosclerosis Diagnosis, Joint SMRA & MICCAI Challenge).
[Mar 2022] Awarded the Graduate Admission Scholarship (50% tuition waiver for 6 semesters of Ph.D. program), SKKU
[Aug 2021] Started internship at Medical Image Processing (MIP) Lab, SKKU.
Ph.D. in Electrical and Computer Engineering
Sungkyunkwan University (SKKU), South Korea
Mar 2022 – Present
Supervised by Prof. Hyunjin Park, MIP Lab
GPA: 4.06 / 4.5
B.S. in Computer and Electronic System Engineering
Hankuk University of Foreign Studies (HUFS), South Korea
Mar 2018 – Feb 2022
GPA: 3.88 / 4.5
A full list of publications is available on my Google Scholar profile.
Radiomicsfill-mammo: Synthetic mammogram mass manipulation with radiomics features
Inye Na, Jonghun Kim, Eun Sook Ko, Hyunjin Park*
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
[Spotlight presentation (top 3%), Early accepted (top 11%)]
Combined radiomics-clinical model to predict platinum-sensitivity in advanced high-grade serous ovarian carcinoma using multimodal MRI
Inye Na†, Joseph J Noh†, Chan Kyo Kim*, Jeong-Won Lee*, Hyunjin Park* († Equal contribution)
Frontiers in Oncology, 2024 (IF: 3.3)
Mar 2022 – Present Brain Korea 21 (BK21) Scholarship, SKKU
Mar 2022 – Feb 2025 Graduate Admission Scholarship (50% tuition waiver for 6 semesters of Ph.D. program), SKKU
Sep 2020 – Feb 2022 Teaching Assistant Scholarship (3 semesters), HUFS
Sep 2019 – Feb 2020 Academic Excellence Scholarship (Second Distinction), HUFS
Mar 2018 – Feb 2021 Campus Service Scholarship (Online Student Ambassador), HUFS
Mar 2018 – Feb 2022 Admission Scholarship (50% tuition waiver for 8 semesters of B.A. program), HUFS
4th Place, COSMOS 2022 Grand Challenge
(2022 Joint SMRA and MICCAI Grand Challenge)
CarOtid vessel wall SegMentation and atherosclerOsis diagnosiS
Inye Na, Hyunjin Park