Siyeop Yoon

34 papers A* 1A 1Journal 19Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Cascaded 3D Diffusion Models for Whole-Body 3D 18-F FDG PET/CT Synthesis from Demographics.
MICCAI (3)
Siyeop Yoon, Sifan Song, Pengfei Jin, Matthew Tivnan, Yujin Oh, Sekeun Kim, Dufan Wu, Xiang Li, Quanzheng Li
2025 J jnl
Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics.
CoRR
Siyeop Yoon, Sifan Song, Pengfei Jin, Matthew Tivnan, Yujin Oh, Sekeun Kim, Dufan Wu, Xiang Li, Quanzheng Li
2025 — conf
CryoFlow: Prediction of Frozen Region Growth in Kidney Cryoablation Using a 3D Flow-Matching.
COLAS@MICCAI
Siyeop Yoon, Yujin Oh, Matthew Tivnan, Sifan Song, Pengfei Jin, Sekeun Kim, Dufan Wu, Hyun Jin Cho, Raul Uppot, Quanzheng Li
2025 A* conf
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective.
ICML
Yujin Oh, Pengfei Jin, Sangjoon Park, Sekeun Kim, Siyeop Yoon, Jin Sung Kim, Kyungsang Kim, Xiang Li, Quanzheng Li
2025 J jnl
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective.
CoRR
Yujin Oh, Pengfei Jin, Sangjoon Park, Sekeun Kim, Siyeop Yoon, Kyungsang Kim, Jin Sung Kim, Xiang Li, Quanzheng Li
2025 J jnl
Implicit Image-to-Image Schrödinger Bridge for image restoration.
Pattern Recognit.
Yuang Wang, Siyeop Yoon, Pengfei Jin, Matthew Tivnan, Sifan Song, Zhennong Chen, Rui Hu, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu
2025 J jnl
Noise Controlled CT Super-Resolution with Conditional Diffusion Model.
CoRR
Yuang Wang, Siyeop Yoon, Rui Hu, Baihui Yu, Duhgoon Lee, Rajiv Gupta, Li Zhang, Zhiqiang Chen, Dufan Wu
2025 J jnl
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging.
CoRR
Sifan Song, Siyeop Yoon, Pengfei Jin, Sekeun Kim, Matthew Tivnan, Yujin Oh, Runqi Meng, Ling Chen, Zhiliang Lyu, Dufan Wu, Ning Guo, Xiang Li, Quanzheng Li
2025 J jnl
Portable head CT motion artifact correction via diffusion-based generative model.
Comput. Medical Imaging Graph.
Zhennong Chen, Siyeop Yoon, Quirin D. Strotzer, Rehab Naeem Khalid, Matthew Tivnan, Quanzheng Li, Rajiv Gupta, Dufan Wu
2025 J jnl
Prediction of Frozen Region Growth in Kidney Cryoablation Intervention Using a 3D Flow-Matching Model.
CoRR
Siyeop Yoon, Yujin Oh, Matthew Tivnan, Sifan Song, Pengfei Jin, Sekeun Kim, Hyun Jin Cho, Dufan Wu, Raul Uppot, Quanzheng Li
2025 J jnl
Projection Embedded Diffusion Bridge for CT Reconstruction from Incomplete Data.
CoRR
Yuang Wang, Pengfei Jin, Siyeop Yoon, Matthew Tivnan, Shaoyang Zhang, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu
2025 — conf
RegScore: Scoring Systems for Regression Tasks.
MICCAI (14)
Michal K. Grzeszczyk, Tomasz Szczepanski, Pawel Renc, Siyeop Yoon, Jerome Charton, Tomasz Trzcinski, Arkadiusz Sitek
2025 J jnl
Surf2CT: Cascaded 3D Flow Matching Models for Torso 3D CT Synthesis from Skin Surface.
CoRR
Siyeop Yoon, Yujin Oh, Pengfei Jin, Sifan Song, Matthew Tivnan, Dufan Wu, Xiang Li, Quanzheng Li
2025 J jnl
System-Embedded Diffusion Bridge Models.
CoRR
Bartlomiej Sobieski, Matthew Tivnan, Yuang Wang, Siyeop Yoon, Pengfei Jin, Dufan Wu, Quanzheng Li, Przemyslaw Biecek
2024 — conf
Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction.
MICCAI (2)
Qing Xiao, Siyeop Yoon, Hui Ren, Matthew Tivnan, Lichao Sun, Quanzheng Li, Tianming Liu, Yu Zhang, Xiang Li
2024 J jnl
Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction.
CoRR
Qing Xiao, Siyeop Yoon, Hui Ren, Matthew Tivnan, Lichao Sun, Quanzheng Li, Tianming Liu, Yu Zhang, Xiang Li
2024 — conf
Hallucination Index: An Image Quality Metric for Generative Reconstruction Models.
MICCAI (10)
Matthew Tivnan, Siyeop Yoon, Zhennong Chen, Xiang Li, Dufan Wu, Quanzheng Li
2024 — conf
Head CT Scan Motion Artifact Correction via Diffusion-Based Generative Models.
AMAI@MICCAI
Zhennong Chen, Siyeop Yoon, Quirin D. Strotzer, Rehab Naeem Khalid, Matthew Tivnan, Quanzheng Li, Rajiv Gupta, Dufan Wu
2024 J jnl
High-Fidelity 3D Lung CT Synthesis in ARDS Swine Models Using Score-Based 3D Residual Diffusion Models.
CoRR
Siyeop Yoon, Yujin Oh, Xiang Li, Yi Xin, Maurizio Cereda, Quanzheng Li
2024 — conf
High-Resolution 3d Ct Synthesis From Bidirectional X-Ray Images Using 3d Diffusion Model.
ISBI
Siyeop Yoon, Jay Sairam Pratap, Wen-Chih Liu, Matthew Tivnan, Hui Ren, Abhiram Bhashyam, Quanzheng Li, Neal Chen, Xiang Li
2024 J jnl
Implicit Image-to-Image Schrodinger Bridge for CT Super-Resolution and Denoising.
CoRR
Yuang Wang, Siyeop Yoon, Pengfei Jin, Matthew Tivnan, Zhennong Chen, Rui Hu, Li Zhang, Zhiqiang Chen, Quanzheng Li, Dufan Wu
2024 J jnl
Measurement Embedded Schrödinger Bridge for Inverse Problems.
CoRR
Yuang Wang, Pengfei Jin, Siyeop Yoon, Matthew Tivnan, Quanzheng Li, Li Zhang, Dufan Wu
2024 — conf
Volumetric Conditional Score-Based Residual Diffusion Model for PET/MR Denoising.
MICCAI (7)
Siyeop Yoon, Matthew Tivnan, Rui Hu, Yuang Wang, Young-Don Son, Dufan Wu, Xiang Li, Kyungsang Kim, Quanzheng Li
2024 J jnl
Volumetric Conditional Score-based Residual Diffusion Model for PET/MR Denoising.
CoRR
Siyeop Yoon, Rui Hu, Yuang Wang, Matthew Tivnan, Young-Don Son, Dufan Wu, Xiang Li, Kyungsang Kim, Quanzheng Li
2024 — conf
Zero-Shot Novel View Synthesis of Wrist X-Rays Using Latent Diffusion Model.
ISBI
Jayanth Pratap, Siyeop Yoon, Wen-Chih Liu, Quanzheng Li, Abhiram Bhashyam, Neal Chen, Xiang Li
2023 — conf
Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution Factorization.
MICCAI (2)
Amine Amyar, Shiro Nakamori, Manuel Morales, Siyeop Yoon, Jennifer Rodriguez, Jiwon Kim, Robert M. Judd, Jonathan W. Weinsaft, Reza Nezafat
2021 J jnl
Spatiotemporal Free-Form Registration Method Assisted by a Minimum Spanning Tree During Discontinuous Transformations.
J. Digit. Imaging
Jang Pyo Bae, Siyeop Yoon, Malinda Vania, Deukhee Lee
2021 J jnl
Topological recovery for non-rigid 2D/3D registration of coronary artery models.
Comput. Methods Programs Biomed.
Siyeop Yoon, Chang-Hwan Yoon, Deukhee Lee
2020 J jnl
A Patient-Specific 3D+t Coronary Artery Motion Modeling Method Using Hierarchical Deformation with Electrocardiogram.
Sensors
Siyeop Yoon, Chang-Hwan Yoon, Eun Ju Chun, Deukhee Lee
2018 — conf
4D Cardiac Motion Modeling Using Pair-Wise Mesh Registration.
STACOM@MICCAI
Siyeop Yoon, Stephen Baek, Deukhee Lee
2017 — conf
A study for non-rigid 2x2D-3D registration of coronary artery images using bifurcation points matching with bi-plane X-ray fluoroscopy.
URAI
Siyeop Yoon, Jinwon Son, Youngjun Kim, Sehyung Park, Deukhee Lee
2017 J jnl
Preliminary Study for Designing a Novel Vein-Visualizing Device.
Sensors
Donghoon Kim, Yujin Kim, Siyeop Yoon, Deukhee Lee
2016 A conf
Expeditious design optimization of a concentric tube robot with a heat-shrink plastic tube.
IROS
Gunwoo Noh, Siyeop Yoon, Sung Yoon, Keri Kim, Woosub Lee, Sungchul Kang, Deukhee Lee
2015 — conf
Markerless surgical robotic system for intracerebral hemorrhage surgery.
EMBC
Sangkyun Shin, Hyunchul Cho, Siyeop Yoon, Kyusic Park, Youngjun Kim, Se Hyung Park, Laehyun Kim, Deukhee Lee