Dufan Wu

45 papers Misc 1Journal 34Unranked 10
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 J jnl
End-to-End Deep Learning for Interior Tomography with Low-Dose X-ray CT.
CoRR
Yoseob Han, Dufan Wu, Kyungsang Kim, Quanzheng Li
2025 — conf
Hallucination Analysis of Score-Based Diffusion Models for CT Denoising Through Spatial Frequency Decomposition.
ISBI
Alice Ku, Matthew Tivnan, Dufan Wu
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 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 J jnl
An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models.
CoRR
Yuang Wang, Pengfei Jin, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu
2024 J jnl
Contrastive Learning Via Equivariant Representation.
CoRR
Sifan Song, Jinfeng Wang, Qiaochu Zhao, Xiang Li, Dufan Wu, Angelos Stefanidis, Jionglong Su, S. Kevin Zhou, Quanzheng 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
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
MA-SAM: Modality-agnostic SAM adaptation for 3D medical image segmentation.
Medical Image Anal.
Cheng Chen, Juzheng Miao, Dufan Wu, Aoxiao Zhong, Zhiling Yan, Sekeun Kim, Jiang Hu, Zhengliang Liu, Lichao Sun, Xiang Li, Tianming Liu, Pheng-Ann Heng, Quanzheng Li
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
2023 J jnl
CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study.
CoRR
Zihan Guan, Zihao Wu, Zhengliang Liu, Dufan Wu, Hui Ren, Quanzheng Li, Xiang Li, Ninghao Liu
2023 — conf
Contrastive Masked Image-Text Modeling for Medical Visual Representation Learning.
MICCAI (5)
Cheng Chen, Aoxiao Zhong, Dufan Wu, Jie Luo, Quanzheng Li
2023 J jnl
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation.
CoRR
Cheng Chen, Juzheng Miao, Dufan Wu, Zhiling Yan, Sekeun Kim, Jiang Hu, Aoxiao Zhong, Zhengliang Liu, Lichao Sun, Xiang Li, Tianming Liu, Pheng-Ann Heng, Quanzheng Li
2022 J jnl
Trained Model in Supervised Deep Learning is a Conditional Risk Minimizer.
CoRR
Yutong Xie, Dufan Wu, Bin Dong, Quanzheng Li
2021 J jnl
Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19.
Medical Image Anal.
Aoxiao Zhong, Xiang Li, Dufan Wu, Hui Ren, Kyung Sang Kim, Young-Gon Kim, Varun Buch, Nir Neumark, Bernardo Bizzo, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Ning Guo, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li
2021 J jnl
Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection.
CoRR
Varun Buch, Aoxiao Zhong, Xiang Li, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Dufan Wu, Hui Ren, Jiahui Guan, Andrew Liteplo, Sayon Dutta, Ittai Dayan, Quanzheng Li
2020 J jnl
Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography.
CoRR
Ziheng Duan, Daniel Montes, Yangsibo Huang, Dufan Wu, Javier M. Romero, Ramon Gilberto Gonzalez, Quanzheng Li
2020 J jnl
Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis.
CoRR
Young-Gon Kim, Kyung Sang Kim, Dufan Wu, Hui Ren, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Mannudeep K. Kalra, Quanzheng Li
2020 J jnl
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19.
CoRR
Aoxiao Zhong, Xiang Li, Dufan Wu, Hui Ren, Kyung Sang Kim, Young-Gon Kim, Varun Buch, Nir Neumark, Bernardo Bizzo, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Ning Guo, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li
2020 — conf
Digital Breast Tomosynthesis Reconstruction with Deep Neural Network for Improved Contrast and In-Depth Resolution.
ISBI
Dufan Wu, Kyung Sang Kim, Quanzheng Li
2020 J jnl
Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging.
CoRR
Ziju Shen, Yufei Wang, Dufan Wu, Xu Yang, Bin Dong
2020 J jnl
Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks.
CoRR
Dufan Wu, Hui Ren, Quanzheng Li
2020 J jnl
Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels.
IEEE J. Biomed. Health Informatics
Dufan Wu, Kuang Gong, Chiara Daniela Arru, Fatemeh Homayounieh, Bernardo Bizzo, Varun Buch, Hui Ren, Kyung Sang Kim, Nir Neumark, Pengcheng Xu, Zhiyuan Liu, Wei Fang, Nuobei Xie, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Alessandro Carriero, Luca Saba, Mahsa Masjedi, Hamidreza Talari, Rosa Babaei, Hadi Karimi Mobin, Shadi Ebrahimian, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li
2020 Misc conf
Signal Sensing and Reconstruction Paradigms for a Novel Multi-Source Static Computed Tomography System.
ICASSP
Alankar Kowtal, Avilash K. Cramer, Dufan Wu, Kai Yang, Wolfgang Krull, Ioannis Gkioulekas, Rajiv Gupta
2019 — conf
Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples.
MICCAI (4)
Dufan Wu, Kuang Gong, Kyung Sang Kim, Xiang Li, Quanzheng Li
2019 J jnl
Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples.
CoRR
Dufan Wu, Kuang Gong, Kyung Sang Kim, Quanzheng Li
2018 J jnl
Computationally Efficient Cascaded Training for Deep Unrolled Network in CT Imaging.
CoRR
Dufan Wu, Kyung Sang Kim, Quanzheng Li
2018 — conf
End-to-End Lung Nodule Detection in Computed Tomography.
MLMI@MICCAI
Dufan Wu, Kyung Sang Kim, Bin Dong, Georges El Fakhri, Quanzheng Li
2018 J jnl
Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting.
IEEE Trans. Medical Imaging
Kyung Sang Kim, Dufan Wu, Kuang Gong, Joyita Dutta, Jong Hoon Kim, Young-Don Son, Hang-Keun Kim, Georges El Fakhri, Quanzheng Li
2017 J jnl
A Cascaded Convolutional Nerual Network for X-ray Low-dose CT Image Denoising.
CoRR
Dufan Wu, Kyung Sang Kim, Georges El Fakhri, Quanzheng Li
2017 J jnl
End-to-End Abnormality Detection in Medical Imaging.
CoRR
Dufan Wu, Kyung Sang Kim, Bin Dong, Quanzheng Li
2017 J jnl
Iterative Low-Dose CT Reconstruction With Priors Trained by Artificial Neural Network.
IEEE Trans. Medical Imaging
Dufan Wu, Kyung Sang Kim, Georges El Fakhri, Quanzheng Li
2013 J jnl
Prior Image Guided Undersampled Dual Energy Reconstruction with Piecewise Polynomial Function Constraint.
Comput. Math. Methods Medicine
Dufan Wu, Li Zhang, Liang Li, Le Shen, Yuxiang Xing