Xiaodong Wu

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 33

Top Venues

Publications

Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu
Denoising Diffusions in Latent Space for Medical Image Segmentation. CoRR (2024)
Jingchao Gao, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Catherine Xu, Hui Xie, Weiyu Xu
Towards unlocking the mystery of adversarial fragility of neural networks. CoRR (2024)
Jirong Yi, Jingchao Gao, Tianming Wang, Xiaodong Wu, Weiyu Xu
Outlier Detection Using Generative Models with Theoretical Performance Guarantees. CoRR (2023)
Jirong Yi, Myung Cho, Jingchao Gao, Xiaodong Wu, Weiyu Xu, Raghu Mudumbai
Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability. ACSSC (2023)
Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai
Trust, but Verify: Robust Image Segmentation using Deep Learning. CoRR (2023)
Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu
Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation. CoRR (2023)
Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai
Trust, but Verify: Robust Image Segmentation using Deep Learning. ACSSC (2023)
Xiaodong Wu, Leixin Zhou, Fahim A. Zaman, Bensheng Qiu, John M. Buatti
Model-Informed Deep Learning for Surface Segmentation in Medical Imaging. IPMI (2023)
Yaopeng Peng, Hao Zheng, Peixian Liang, Lichun Zhang, Fahim A. Zaman, Xiaodong Wu, Milan Sonka, Danny Z. Chen
KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation. Medical Image Anal. 82 (2022)
Kody A. Waldstein, Jirong Yi, Myung Cho, Raghu Mudumbai, Xiaodong Wu, Steven M. Varga, Weiyu Xu
Use of compressed sensing to expedite high-throughput diagnostic testing for COVID-19 and beyond. PLoS Comput. Biol. 18 (10) (2022)
Hui Xie, Weiyu Xu, Xiaodong Wu
A deep learning network with differentiable dynamic programming for retina OCT surface segmentation. CoRR (2022)
Hui Xie, Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin, Xiaodong Wu
Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning. Medical Imaging: Image Processing (2022)
Leixin Zhou, Xiaodong Wu
Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors. CoRR (2020)
Hui Xie, Zhe Pan, Leixin Zhou, Fahim A. Zaman, Danny Ziyi Chen, Jost B. Jonas, Yaxing Wang, Xiaodong Wu
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning. CoRR (2020)
Leixin Zhou, Wenxiang Deng, Xiaodong Wu
Unsupervised anomaly localization using VAE and beta-VAE. CoRR (2020)
Jirong Yi, Myung Cho, Xiaodong Wu, Raghu Mudumbai, Weiyu Xu
Optimal Pooling Matrix Design for Group Testing with Dilution (Row Degree) Constraints. CoRR (2020)
Zain Khan, Jirong Yi, Raghu Mudumbai, Xiaodong Wu, Weiyu Xu
Do Deep Minds Think Alike? Selective Adversarial Attacks for Fine-Grained Manipulation of Multiple Deep Neural Networks. CoRR (2020)
Leixin Zhou, Zisha Zhong, Abhay Shah, Xiaodong Wu
3-D Surface Segmentation Meets Conditional Random Fields. CoRR (2019)
Leixin Zhou, Wenxiang Deng, Xiaodong Wu
Robust Image Segmentation Quality Assessment without Ground Truth. CoRR (2019)
Stephen Baek, Yusen He, Bryan G. Allen, John M. Buatti, Brian J. Smith, Kristin A. Plichta, Steven N. Seyedin, Maggie Gannon, Katherine R. Cabel, Yusung Kim, Xiaodong Wu
What does AI see? Deep segmentation networks discover biomarkers for lung cancer survival. CoRR (2019)
Jirong Yi, Hui Xie, Leixin Zhou, Xiaodong Wu, Weiyu Xu, Raghuraman Mudumbai
Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks. CoRR (2019)
Abhay Shah, Michael D. Abràmoff, Xiaodong Wu
Optimal surface segmentation with convex priors in irregularly sampled space. Medical Image Anal. 54 (2019)
Abhay Shah, Stephanie Lynch, Meindert Niemeijer, Ryan Amelon, Warren Clarida, James C. Folk, Stephen R. Russell, Xiaodong Wu, Michael D. Abràmoff
Susceptibility to misdiagnosis of adversarial images by deep learning based retinal image analysis algorithms. ISBI (2018)
Jirong Yi, Anh Duc Le, Tianming Wang, Xiaodong Wu, Weiyu Xu
Outlier Detection using Generative Models with Theoretical Performance Guarantees. CoRR (2018)
Xiaodong Wu, Zisha Zhong, John M. Buatti, Junjie Bai
Multi-scale segmentation using deep graph cuts: Robust lung tumor delineation in MVCBCT. ISBI (2018)
Zisha Zhong, Yusung Kim, Leixin Zhou, Kristin A. Plichta, Bryan Allen, John M. Buatti, Xiaodong Wu
Improving tumor co-segmentation on PET-CT images with 3D co-matting. ISBI (2018)
Junjie Bai, Abhay Shah, Xiaodong Wu
Optimal multi-object segmentation with novel gradient vector flow based shape priors. Comput. Medical Imaging Graph. 69 (2018)
Zisha Zhong, Yusung Kim, Leixin Zhou, Kristin A. Plichta, Bryan Allen, John M. Buatti, Xiaodong Wu
3D fully convolutional networks for co-segmentation of tumors on PET-CT images. ISBI (2018)
Zisha Zhong, Yusung Kim, John M. Buatti, Xiaodong Wu
3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images. CMMI/RAMBO/SWITCH@MICCAI (2017)
Abhay Shah, Michael Abramoff, Xiaodong Wu
Simultaneous Multiple Surface Segmentation Using Deep Learning. CoRR (2017)
Junjie Bai, Abhay Shah, Xiaodong Wu
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors. CoRR (2017)
Abhay Shah, Michael D. Abràmoff, Xiaodong Wu
Simultaneous Multiple Surface Segmentation Using Deep Learning. DLMIA/ML-CDS@MICCAI (2017)
Abhay Shah, Junjie Bai, Michael D. Abràmoff, Xiaodong Wu
Optimal Multiple Surface Segmentation with Convex Priors in Irregularly Sampled Space. CoRR (2016)
Chengwen Chu, Junjie Bai, Xiaodong Wu, Guoyan Zheng
MASCG: Multi-Atlas Segmentation Constrained Graph method for accurate segmentation of hip CT images. Medical Image Anal. 26 (1) (2015)
Abhay Shah, Junjie Bai, Zhihong Hu, Srinivas R. Sadda, Xiaodong Wu
Multiple Surface Segmentation Using Truncated Convex Priors. MICCAI (3) (2015)
Junjie Bai, Xiaodong Wu
Error-Tolerant Scribbles Based Interactive Image Segmentation. CVPR (2014)
Hrvoje Bogunovic, Milan Sonka, Young H. Kwon, Pavlina Kemp, Michael D. Abràmoff, Xiaodong Wu
Multi-Surface and Multi-Field Co-Segmentation of 3-D Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 33 (12) (2014)
Junjie Bai, Mohammad Saleh Miri, Yinxiao Liu, Punam K. Saha, Mona Kathryn Garvin, Xiaodong Wu
Graph-based optimal multi-surface segmentation with a star-shaped prior: Application to the segmentation of the optic disc and cup. ISBI (2014)
Abhay Shah, Jui-Kai Wang, Mona Kathryn Garvin, Milan Sonka, Xiaodong Wu
Automated surface segmentation of internal limiting membrane in spectral-domain optical coherence tomography volumes with a deep cup using a 3-D range expansion approach. ISBI (2014)
Chengwen Chu, Junjie Bai, Li Liu, Xiaodong Wu, Guoyan Zheng
Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection. ACCV (3) (2014)
Qi Song, Junjie Bai, Dongfeng Han, Sudershan Bhatia, Wenqing Sun, William Rockey, John E. Bayouth, John M. Buatti, Xiaodong Wu
Optimal Co-Segmentation of Tumor in PET-CT Images With Context Information. IEEE Trans. Medical Imaging 32 (9) (2013)
Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti
An almost linear time algorithm for field splitting in radiation therapy. Comput. Geom. 46 (6) (2013)
Junjie Bai, Qi Song, Sudershan Bhatia, Xiaodong Wu
Globally optimal lung tumor co-segmentation of 4D CT and PET images. Medical Imaging: Image Processing (2013)
Xiaomin Liu, Danny Z. Chen, Merryn H. Tawhai, Xiaodong Wu, Eric A. Hoffman, Milan Sonka
Optimal Graph Search Based Segmentation of Airway Tree Double Surfaces Across Bifurcations. IEEE Trans. Medical Imaging 32 (3) (2013)
Qi Song, Junjie Bai, Mona Kathryn Garvin, Milan Sonka, John M. Buatti, Xiaodong Wu
Optimal Multiple Surface Segmentation With Shape and Context Priors. IEEE Trans. Medical Imaging 32 (2) (2013)
Junjie Bai, Qi Song, Olga Veksler, Xiaodong Wu
Fast dynamic programming for labeling problems with ordering constraints. CVPR (2012)
Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu
Efficient searching of globally optimal and smooth multisurfaces with shape priors. Medical Imaging: Image Processing (2012)
Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu
Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness. MLMI (2011)
Qi Song, Mingqing Chen, Junjie Bai, Milan Sonka, Xiaodong Wu
Surface-Region Context in Optimal Multi-object Graph-Based Segmentation: Robust Delineation of Pulmonary Tumors. IPMI (2011)
Xiaodong Wu, Xin Dou, Andreas Wahle, Milan Sonka
Region Detection by Minimizing Intraclass Variance With Geometric Constraints, Global Optimality, and Efficient Approximation. IEEE Trans. Medical Imaging 30 (3) (2011)
Lei Xu, Branislav Stojkovic, Yongding Zhu, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu
Efficient Algorithms for Segmenting Globally Optimal and Smooth Multi-surfaces. IPMI (2011)
Dongfeng Han, John E. Bayouth, Qi Song, Aakant Taurani, Milan Sonka, John M. Buatti, Xiaodong Wu
Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method. IPMI (2011)
Matt Gibson, Dongfeng Han, Milan Sonka, Xiaodong Wu
Maximum Weight Digital Regions Decomposable into Digital Star-Shaped Regions. ISAAC (2011)
Dongfeng Han, John E. Bayouth, Qi Song, Sudershan Bhatia, Milan Sonka, Xiaodong Wu
Feature guided motion artifact reduction with structure-awareness in 4D CT images. CVPR (2011)
Xin Dou, Xiaodong Wu
Fast globally optimal single surface segmentation using regional properties. Medical Imaging: Image Processing (2010)
Qi Song, Yinxiao Liu, Yunlong Liu, Punam K. Saha, Milan Sonka, Xiaodong Wu
Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation. MICCAI (3) (2010)
Yin Yin, Xiangmin Zhang, Rachel Williams, Xiaodong Wu, Donald D. Anderson, Milan Sonka
LOGISMOS - Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: Cartilage Segmentation in the Knee Joint. IEEE Trans. Medical Imaging 29 (12) (2010)
Dongfeng Han, John E. Bayouth, Sudershan Bhatia, Milan Sonka, Xiaodong Wu
Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment. MCV (2010)
Dongfeng Han, Milan Sonka, John E. Bayouth, Xiaodong Wu
Optimal multiple-seams search for image resizing with smoothness and shape prior. Vis. Comput. 26 (6-8) (2010)
Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin
Simultaneous searching of globally optimal interacting surfaces with shape priors. CVPR (2010)
Mona Kathryn Garvin, Michael D. Abràmoff, Xiaodong Wu, Stephen R. Russell, Trudy L. Burns, Milan Sonka
Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images. IEEE Trans. Medical Imaging 28 (9) (2009)
Dongfeng Han, Xiaodong Wu, Milan Sonka
Optimal multiple surfaces searching for video/image resizing - a graph-theoretic approach. ICCV (2009)
Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti
Efficient Algorithm for Optimal Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. Int. J. Comput. Geom. Appl. 19 (3) (2009)
Qi Song, Xiaodong Wu, Yunlong Liu, Mark Smith, John M. Buatti, Milan Sonka
Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate. MICCAI (1) (2009)
Qi Song, Xiaodong Wu, Xin Dou, Milan Sonka
Globally optimal 3D graph search incorporating both edge and regional information: application to aortic MR image segmentation. Medical Imaging: Image Processing (2009)
Xiaomin Liu, Danny Z. Chen, Xiaodong Wu, Milan Sonka
Optimal graph search based image segmentation for objects with complex topologies. Medical Imaging: Image Processing (2009)
Xiaodong Wu
Efficient Algorithms for the Optimal-Ratio Region Detection Problems in Discrete Geometry with Applications. Int. J. Comput. Geom. Appl. 19 (2) (2009)
Danny Z. Chen, Xiaobo Sharon Hu, Chao Wang, Shuang Luan, Xiaodong Wu
Mountain Reduction, Block Matching, and Applications in Intensity-Modulated Radiation Therapy. Int. J. Comput. Geom. Appl. 18 (1/2) (2008)
Mona Kathryn Garvin, Michael D. Abràmoff, Randy Kardon, Stephen R. Russell, Xiaodong Wu, Milan Sonka
Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search. IEEE Trans. Medical Imaging 27 (10) (2008)
Xin Dou, Xiaodong Wu, Andreas Wahle, Milan Sonka
Globally optimal surface segmentation using regional properties of segmented objects. CVPR (2008)
Danny Z. Chen, Mark A. Healy, Chao Wang, Xiaodong Wu
A New Field Splitting Algorithm for Intensity-Modulated Radiation Therapy. COCOON (2007)
Xiaodong Wu, Xin Dou
Optimal Field Splitting with Feathering in Intensity-Modulated Radiation Therapy. AAIM (2007)
Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti
New Algorithm for Field Splitting in Radiation Therapy. ISAAC (2007)
Mona Haeker, Michael D. Abràmoff, Xiaodong Wu, Randy Kardon, Milan Sonka
Use of Varying Constraints in Optimal 3-D Graph Search for Segmentation of Macular Optical Coherence Tomography Images. MICCAI (1) (2007)
Xiaodong Wu, Danny Z. Chen, Kang Li, Milan Sonka
The Layered Net Surface Problems in Discrete Geometry and Medical Image Segmentation. Int. J. Comput. Geom. Appl. 17 (3) (2007)
Mona Haeker, Milan Sonka, Randy Kardon, Vinay A. Shah, Xiaodong Wu, Michael D. Abràmoff
Automated segmentation of intraretinal layers from macular optical coherence tomography images. Medical Imaging: Image Processing (2007)
Mona Haeker, Xiaodong Wu, Michael D. Abràmoff, Randy Kardon, Milan Sonka
Incorporation of Regional Information in Optimal 3-D Graph Search with Application for Intraretinal Layer Segmentation of Optical Coherence Tomography Images. IPMI (2007)
Michael B. Merickel, Michael D. Abràmoff, Milan Sonka, Xiaodong Wu
Segmentation of the optic nerve head combining pixel classification and graph search. Medical Imaging: Image Processing (2007)
Kang Li, Xiaodong Wu, Danny Z. Chen, Milan Sonka
Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach. IEEE Trans. Pattern Anal. Mach. Intell. 28 (1) (2006)
Xin Dou, Xiaodong Wu, John E. Bayouth, John M. Buatti
The Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. COCOON (2006)
Danny Z. Chen, Ovidiu Daescu, Yang Dai, Naoki Katoh, Xiaodong Wu, Jinhui Xu
Efficient Algorithms and Implementations for Optimizing the Sum of Linear Fractional Functions, with Applications. J. Comb. Optim. 9 (1) (2005)
Danny Z. Chen, Xiaobo Sharon Hu, Shuang Luan, Xiaodong Wu, Cedric X. Yu
Optimal Terrain Construction Problems and Applications in Intensity-Modulated Radiation Therapy. Algorithmica 42 (3-4) (2005)
Xiaodong Wu, Danny Z. Chen, Kang Li, Milan Sonka
The Layered Net Surface Problems in Discrete Geometry and Medical Image Segmentation. ISAAC (2005)
Danny Z. Chen, Xiaobo Sharon Hu, Chao Wang, Xiaodong Wu
Mountain reduction, block matching, and applications in intensity-modulated radiation therapy. SCG (2005)
Kang Li, Steven Millington, Xiaodong Wu, Danny Z. Chen, Milan Sonka
Simultaneous Segmentation of Multiple Closed Surfaces Using Optimal Graph Searching. IPMI (2005)
Xiaodong Wu, Danny Z. Chen, James J. Mason, Steven R. Schmid
Efficient approximation algorithms for pairwise data clustering and applications. Int. J. Comput. Geom. Appl. 14 (1-2) (2004)
Danny Z. Chen, Xiaobo Sharon Hu, Shuang (Sean) Luan, Chao Wang, Xiaodong Wu
Geometric algorithms for static leaf sequencing problems in radiation therapy. Int. J. Comput. Geom. Appl. 14 (4-5) (2004)
Kang Li, Xiaodong Wu, D. Zhixiang Chen, Milan Sonka
Efficient optimal surface detection: theory, implementation, and experimental validation. Medical Imaging: Image Processing (2004)
Kang Li, Xiaodong Wu, Danny Z. Chen, Milan Sonka
Globally Optimal Segmentation of Interacting Surfaces with Geometric Constraints. CVPR (1) (2004)
Ying Du, Danny Z. Chen, Xiaodong Wu
Approximation Algorithms for Multicommodity Flow and Normalized Cut Problems: Implementations and Experimental Study. COCOON (2004)
Danny Z. Chen, Xiaodong Wu
Efficient Algorithms for k-Terminal Cuts on Planar Graphs. Algorithmica 38 (2) (2004)
Xiaodong Wu, Danny Z. Chen, James J. Mason, Steven R. Schmid
Pairwise Data Clustering and Applications. COCOON (2003)
Danny Z. Chen, Xiaobo Hu, Shuang Luan, Chao Wang, Xiaodong Wu
Geometric algorithms for static leaf sequencing problems in radiation therapy. SCG (2003)
Danny Z. Chen, Xiaobo Hu, Shuang Luan, Xiaodong Wu, Cedric X. Yu
Optimal Terrain Construction Problems and Applications in Intensity-Modulated Radiation Therapy. ESA (2002)
Danny Z. Chen, Xiaobo Hu, Xiaodong Wu
Optimal Polygon Cover Problems and Applications. Int. J. Comput. Geom. Appl. 12 (4) (2002)
Xiaodong Wu, Danny Z. Chen
Optimal Net Surface Problems with Applications. ICALP (2002)
Danny Z. Chen, Jie Wang, Xiaodong Wu
Image Segmentation with Asteroidality/Tubularity and Smoothness Constraints. Int. J. Comput. Geom. Appl. 12 (5) (2002)
Danny Z. Chen, Xiaodong Wu
Efficient Algorithms for k-Terminal Cuts on Planar Graphs. ISAAC (2001)
Danny Z. Chen, Xiaobo Hu, Xiaodong Wu
Maximum Red/Blue Interval Matching with Applications. COCOON (2001)
Danny Z. Chen, Ovidiu Daescu, Xiaobo Hu, Xiaodong Wu, Jinhui Xu
Determining an Optimal Penetration Among Weighted Regions in Two and Three Dimensions. J. Comb. Optim. 5 (1) (2001)

Xiaodong Wu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xiaodong Wu