Prior Image Guided Undersampled Dual Energy Reconstruction with Piecewise Polynomial Function Constraint. - Dufan Wu; Li Zhang 050; Liang Li; Le Shen; Yuxiang Xing (Comput. Math. Methods Medicine, 2013)

A Cascaded Convolutional Nerual Network for X-ray Low-dose CT Image Denoising. - Dufan Wu; Kyung Sang Kim; Georges El Fakhri; Quanzheng Li (CoRR, 2017)

End-to-End Abnormality Detection in Medical Imaging. - Dufan Wu; Kyung Sang Kim; Bin Dong 001; Quanzheng Li (CoRR, 2017)

Iterative Low-Dose CT Reconstruction With Priors Trained by Artificial Neural Network. - Dufan Wu; Kyung Sang Kim; Georges El Fakhri; Quanzheng Li (IEEE Trans. Medical Imaging, 2017)

End-to-End Lung Nodule Detection in Computed Tomography. - Dufan Wu; Kyung Sang Kim; Bin Dong 001; Georges El Fakhri; Quanzheng Li (MLMI@MICCAI, 2018)

Computationally Efficient Cascaded Training for Deep Unrolled Network in CT Imaging. - Dufan Wu; Kyung Sang Kim; Quanzheng Li (CoRR, 2018)

Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting. - Kyung Sang Kim; Dufan Wu; Kuang Gong; Joyita Dutta; Jong Hoon Kim; Young-Don Son; Hang-Keun Kim; Georges El Fakhri; Quanzheng Li (IEEE Trans. Medical Imaging, 2018)

Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples. - Dufan Wu; Kuang Gong; Kyung Sang Kim; Xiang Li 001; Quanzheng Li (MICCAI (4), 2019)

Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples. - Dufan Wu; Kuang Gong; Kyung Sang Kim; Quanzheng Li (CoRR, 2019)

Signal Sensing and Reconstruction Paradigms for a Novel Multi-Source Static Computed Tomography System. - Alankar Kowtal; Avilash K. Cramer; Dufan Wu; Kai Yang; Wolfgang Krull; Ioannis Gkioulekas; Rajiv Gupta (ICASSP, 2020)

Digital Breast Tomosynthesis Reconstruction with Deep Neural Network for Improved Contrast and In-Depth Resolution. - Dufan Wu; Kyung Sang Kim; Quanzheng Li (ISBI, 2020)

Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks. - Dufan Wu; Hui Ren 001; Quanzheng Li (CoRR, 2020)

Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography. - Ziheng Duan; Daniel Montes; Yangsibo Huang; Dufan Wu; Javier M. Romero; Ramon Gilberto Gonzalez; Quanzheng Li (CoRR, 2020)

Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging. - Ziju Shen; Yufei Wang; Dufan Wu; Xu Yang; Bin Dong 001 (CoRR, 2020)

Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis. - Young-Gon Kim; Kyung Sang Kim; Dufan Wu; Hui Ren 001; Won Young Tak; Soo Young Park; Yu Rim Lee; Min Kyu Kang; Jung Gil Park; Byung Seok Kim; Woo Jin Chung; Mannudeep K. Kalra; et al. (CoRR, 2020)

Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels. - Dufan Wu; Kuang Gong; Chiara Daniela Arru; Fatemeh Homayounieh; Bernardo Bizzo; Varun Buch; Hui Ren 001; Kyung Sang Kim; Nir Neumark; Pengcheng Xu; Zhiyuan Liu; Wei Fang; et al. (IEEE J. Biomed. Health Informatics, 2020)

Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection. - Varun Buch; Aoxiao Zhong; Xiang Li 001; Marcio Aloisio Bezerra Cavalcanti Rockenbach; Dufan Wu; Hui Ren 001; Jiahui Guan; Andrew Liteplo; Sayon Dutta; Ittai Dayan; Quanzheng Li (CoRR, 2021)

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19. - Aoxiao Zhong; Xiang Li 001; Dufan Wu; Hui Ren 001; Kyung Sang Kim; Young-Gon Kim; Varun Buch; Nir Neumark; Bernardo Bizzo; Won Young Tak; Soo Young Park; Yu Rim Lee; et al. (Medical Image Anal., 2021)

Trained Model in Supervised Deep Learning is a Conditional Risk Minimizer. - Yutong Xie 004; Dufan Wu; Bin Dong 001; Quanzheng Li (CoRR, 2022)

Contrastive Masked Image-Text Modeling for Medical Visual Representation Learning. - Cheng Chen 013; Aoxiao Zhong; Dufan Wu; Jie Luo 003; Quanzheng Li (MICCAI (5), 2023)

CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study. - Zihan Guan 001; Zihao Wu 001; Zhengliang Liu; Dufan Wu; Hui Ren 001; Quanzheng Li; Xiang Li 001; Ninghao Liu (CoRR, 2023)

Head CT Scan Motion Artifact Correction via Diffusion-Based Generative Models. - Zhennong Chen; Siyeop Yoon; Quirin D. Strotzer; Rehab Naeem Khalid; Matthew Tivnan; Quanzheng Li; Rajiv Gupta; Dufan Wu (AMAI@MICCAI, 2024)

Hallucination Index: An Image Quality Metric for Generative Reconstruction Models. - Matthew Tivnan; Siyeop Yoon; Zhennong Chen; Xiang Li 001; Dufan Wu; Quanzheng Li (MICCAI (10), 2024)

Volumetric Conditional Score-Based Residual Diffusion Model for PET/MR Denoising. - Siyeop Yoon; Matthew Tivnan; Rui Hu; Yuang Wang; Young-Don Son; Dufan Wu; Xiang Li 001; Kyungsang Kim; Quanzheng Li (MICCAI (7), 2024)

Implicit Image-to-Image Schrodinger Bridge for CT Super-Resolution and Denoising. - Yuang Wang; Siyeop Yoon; Pengfei Jin; Matthew Tivnan; Zhennong Chen; Rui Hu; Li Zhang 047; Zhiqiang Chen 001; Quanzheng Li; Dufan Wu (CoRR, 2024)

Contrastive Learning Via Equivariant Representation. - Sifan Song; Jinfeng Wang 008; Qiaochu Zhao; Xiang Li 001; Dufan Wu; Angelos Stefanidis; Jionglong Su; S. Kevin Zhou; Quanzheng Li (CoRR, 2024)

Measurement Embedded Schrödinger Bridge for Inverse Problems. - Yuang Wang; Pengfei Jin; Siyeop Yoon; Matthew Tivnan; Quanzheng Li; Li Zhang 047; Dufan Wu (CoRR, 2024)

An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models. - Yuang Wang; Pengfei Jin; Li Zhang 047; Quanzheng Li; Zhiqiang Chen 001; Dufan Wu (CoRR, 2024)

MA-SAM: Modality-agnostic SAM adaptation for 3D medical image segmentation. - Cheng Chen 013; Juzheng Miao; Dufan Wu; Aoxiao Zhong; Zhiling Yan; Sekeun Kim; Jiang Hu; Zhengliang Liu; Lichao Sun 001; Xiang Li 001; Tianming Liu 001; Pheng-Ann Heng; et al. (Medical Image Anal., 2024)

Hallucination Analysis of Score-Based Diffusion Models for CT Denoising Through Spatial Frequency Decomposition. - Alice Ku; Matthew Tivnan; Dufan Wu (ISBI, 2025)

Cascaded 3D Diffusion Models for Whole-Body 3D 18-F FDG PET/CT Synthesis from Demographics. - Siyeop Yoon; Sifan Song; Pengfei Jin; Matthew Tivnan; Yujin Oh; Sekeun Kim; Dufan Wu; Xiang Li 001; Quanzheng Li (MICCAI (3), 2025)

Portable head CT motion artifact correction via diffusion-based generative model. - Zhennong Chen; Siyeop Yoon; Quirin D. Strotzer; Rehab Naeem Khalid; Matthew Tivnan; Quanzheng Li; Rajiv Gupta; Dufan Wu (Comput. Medical Imaging Graph., 2025)

Implicit Image-to-Image Schrödinger Bridge for image restoration. - Yuang Wang; Siyeop Yoon; Pengfei Jin; Matthew Tivnan; Sifan Song; Zhennong Chen; Rui Hu; Li Zhang 047; Quanzheng Li; Zhiqiang Chen 001; Dufan Wu (Pattern Recognit., 2025)

End-to-End Deep Learning for Interior Tomography with Low-Dose X-ray CT. - Yoseob Han; Dufan Wu; Kyungsang Kim; Quanzheng Li (CoRR, 2025)

Noise Controlled CT Super-Resolution with Conditional Diffusion Model. - Yuang Wang; Siyeop Yoon; Rui Hu; Baihui Yu; Duhgoon Lee; Rajiv Gupta; Li Zhang 047; Zhiqiang Chen 001; Dufan Wu (CoRR, 2025)

Prediction of Frozen Region Growth in Kidney Cryoablation Intervention Using a 3D Flow-Matching Model. - Siyeop Yoon; Yujin Oh; Matthew Tivnan; Sifan Song; Pengfei Jin; Sekeun Kim; Hyun Jin Cho; Dufan Wu; Raul Uppot; Quanzheng Li (CoRR, 2025)

OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging. - Sifan Song; Siyeop Yoon; Pengfei Jin; Sekeun Kim; Matthew Tivnan; Yujin Oh; Runqi Meng; Ling Chen; Zhiliang Lyu; Dufan Wu; Ning Guo; Xiang Li 001; et al. (CoRR, 2025)

Surf2CT: Cascaded 3D Flow Matching Models for Torso 3D CT Synthesis from Skin Surface. - Siyeop Yoon; Yujin Oh; Pengfei Jin; Sifan Song; Matthew Tivnan; Dufan Wu; Xiang Li 001; Quanzheng Li (CoRR, 2025)

System-Embedded Diffusion Bridge Models. - Bartlomiej Sobieski; Matthew Tivnan; Yuang Wang; Siyeop Yoon; Pengfei Jin; Dufan Wu; Quanzheng Li; Przemyslaw Biecek (CoRR, 2025)

Projection Embedded Diffusion Bridge for CT Reconstruction from Incomplete Data. - Yuang Wang; Pengfei Jin; Siyeop Yoon; Matthew Tivnan; Shaoyang Zhang; Li Zhang 047; Quanzheng Li; Zhiqiang Chen 001; Dufan Wu (CoRR, 2025)