MICCAI

AMFG: Anatomy-grounded Multi-Finding Guidance for Training-Free Chest X-Ray Generation

Yeon Gyu Han*, Junah Jung*, Chang Min Park†, Dongheon Lee†

Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

Dayun Ju, Chanyoung Kim, Sunyoung Jung, Hyo-Jung Jung, Chena Lee, Younjung Park, Seong Jae Hwang

Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics

Joohyeok Kim, Taejin Jeong, Jinyeong Kim, Seong Jae Hwang

ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs

Yujee Song, Seunghun Baek, Guorong Wu, Won Hwa Kim

GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction

Hyeongsub Kim, Sihyun Kim, Minyoung Cho, Sanghyun Jo, Minhyeong Lee, Kyungsu Kim

Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Junhyeok Lee, Yujin Oh, Dahyoun Lee, Hyon Keun Joh, Chul-Ho Sohn, Sung Hyun Baik, Cheol Kyu Jung, Jung Hyun Park, Kyu Sung Choi, Byung-Hoon Kim, Jong Chul Ye

Learning Robust Medical Image Segmentation under Mixed-Quality Annotation

Minjae Jung, Seungjoo Lee, Jaejin Lee, Won Hwa Kim

Multi-frame Restoration for High-rate Lissajous Confocal Laser Endomicroscopy

Minhee Lee, Sangyoon Lee, Jiwook Lee, Minki Hong, Kyuyoung Kim, Won Hwa Kim, Jaeho Lee

Multi-frame Restoration for High-rate Lissajous Confocal Laser Endomicroscopy

Minhee Lee, Sangyoon Lee, Jiwook Lee, Minki Hong, Kyuyoung Kim, Won Hwa Kim, Jaeho Lee

Ordinal Priors for Colonoscopy Temporal Segmentation

Seunghyun Jang*, Dongheon Lee*, Yoonsung Jung, Eue Young Kim, Na Mi Shin, Jong Pil Im, Sihyun Kim, Chang Min Park†

Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images

H S Lee, E S Kim, D M Bappy, H H Kim, Y S Lee, S Y Chun, J-H Choi, S H Lee, S J Ahn

Retrieval-based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data

Minjoo Lim, Bogyeong Kang, Hyun Jung Lee, Eunjung Jo, Keun-Soo Heo, Mingxia Liu, Tae-Eui Kam

Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation

Seunghun Baek, Jihwan Park, Jaeyoon Sim, Hoseok Lee, Jihwan Park, Seungjoo Lee, Won Hwa Kim

Shape-Adaptive Guidance Signal for Interactive Cortical Sulcal Labeling

Jiwon Son, Ethan H. Willbrand, Benjamin J. Parker, Kevin S. Weiner, Ilwoo Lyu

Spectral-Temporal State Space Modeling on Functional Brain Networks

Jaeyoon Sim, Hoseok Lee, Jihwan Park, Seunghun Baek, Yu Zhang, Won Hwa Kim

SPHARM-Mamba: Rotation-Invariant Multiscale Modeling for Brain Age Prediction

Junho Choi, Mingyu Joo, Jiwon Son, Won Hwa Kim, Ilwoo Lyu

Sulcus-Aware Hippocampal Surface Modeling with Training-time Sulcus-guided Learning

Yuyeon Kim, Banseok Kim, Jiwon Son, Mingyu Joo, Kangmin Kim, Minji Ha, Minah Kim, Ilwoo Lyu

SurgMark: Structure-Aware Watermarking for 4D Gaussian Splatting in Surgical Scenes

Minjae Jeong, Jaejin Lee, Yechan Hwang, Won Hwa Kim

Tumor-Aware Direct Preference Optimization for Longitudinal Post-Operative MRI Generation

Bogyeong Kang, Minjoo Lim, Hyeonyeong Nam, Keun-Soo Heo, Mingxia Liu, Tae-Eui Kam

Adaptive Adversarial Data Augmentation with Trajectory Constraint for Alzheimer’s Disease Conversion Prediction

Hyuna Cho, Hayoung Ahn, Guorong Wu, Won Hwa Kim

Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics

Conditional Graph Diffusion with Topological Constraints for Brain Network Generation

Joonhyuk Park, Donghyun Lee, Guorong Wu, Won Hwa Kim

Diff-RRG: Longitudinal Disease-wise Patch Difference as Guidance for LLM-based Radiology Report Generation

H. Yun, Maeng, E. Kang, H.-I. Suk

DISCLOSE the Neurodegeneration Dynamics: Individualized ODE Discovery for Alzheimer’s Disease Precision Medicine

Wooseok Jung, Joonhyuk Park, Won Hwa Kim

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts

MindLink: Subject-agnostic Cross-Subject Brain Decoding Framework

Sungyoon Jung, Donghyun Lee, Won Hwa Kim

MNM: Multi-level Neuroimaging Meta-analysis with Hyperbolic Brain-Text Representations

Seunghun Baek, Jaejin Lee, Jaeyoon Sim, Minjae Jeong, Won Hwa Kim

Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image Registration

Kyobin Choo, Hyunkyung Han, Jinyeong Kim, Chanyong Yoon, Seong Jae Hwang

MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning

Jeong H, Chun SY, Lee J

MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning

H H Jeong, S Y Chun, J H Lee

OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment

Junhyun Park, Chanyu Moon, Donghwan Lee, Kyungsu Kim, Minho Hwang

Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis

Chanyoung Kim*, Dayun Ju*, Jinyeong Kim, Woojung Han, Roberto Alcover-Couso, Seong Jae Hwang

Pre-to-Post Operative MRI Generation with Retrieval-based Visual In-Context Learning

Bogyeong Kang, Sang-Jun Park, Minjoo Lim, Myeongkyun Kang, Keun-Soo Heo, Ji-Hye Oh, Hyun Jung Lee, Tae-Eui Kam

PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning

Yeonkyung Lee, Woojung Han, Youngjun Jun, Hyeonmin Kim, Jungkyung Cho, Seong Jae Hwang

Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation

Youngmin Kim*, Saejin Kim*, Hoyeon Moon, Youngjae Yu, Junhyug Noh

Sparse3Diff: A Diffusion Framework for 3D Reconstruction from Sparse 2D Slices in Volumetric Optical Imaging

Hyun Jung Lee, Eunjung Jo, Minjoo Lim, Young-Han Son, Bogyeong Kang, Hyeonyeong Nam, Ji-Hoon Jeong, Dong-Hee Shin, Tae-Eui Kam

Sparsely Labeled fMRI Data Denoising with Meta-Learning-Based Semi-Supervised Domain Adaptation

Keun-Soo Heo, Ji-Wung Han, Soyeon Bak, Minjoo Lim, Bogyeong Kang, Sang-Jun Park, W. Lin, H. Zhang, D. Shen, Tae-Eui Kam

Spherical Diffusion Process for Score‑Guided Cortical Correspondence via Spectral Attention

Seungeun Lee, Sergey Pyatkovskiy, Jaejun Yoo, Ilwoo Lyu

Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning

Woojung Han*, Chanyoung Kim*, Dayun Ju, Yumin Shim, Seong Jae Hwang

BrainWaveNet: Wavelet-based Transformer for Autism Spectrum Disorder Diagnosis

A. Jeong, D.-W. Heo, E. Kang, H.-I. Suk