Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks.

[BibT_eX]

[DOI]

Jirong Yi

Hui Xie

CoRR, 2019

What does AI see? Deep segmentation networks discover biomarkers for lung cancer survival.

[BibT_eX]

[DOI]

CoRR, 2019

Robust Image Segmentation Quality Assessment without Ground Truth.

[BibT_eX]

[DOI]

Leixin Zhou

Wenxiang Deng

Xiaodong Wu

CoRR, 2019

2018

Outlier Detection using Generative Models with Theoretical Performance Guarantees.

[BibT_eX]

[DOI]

CoRR, 2018

Optimal multi-object segmentation with novel gradient vector flow based shape priors.

[BibT_eX]

[DOI]

Junjie Bai

Abhay Shah

Xiaodong Wu

Comput. Medical Imaging Graph., 2018

3D fully convolutional networks for co-segmentation of tumors on PET-CT images.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Improving tumor co-segmentation on PET-CT images with 3D co-matting.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Multi-scale segmentation using deep graph cuts: Robust lung tumor delineation in MVCBCT.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Susceptibility to misdiagnosis of adversarial images by deep learning based retinal image analysis algorithms.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images.

[BibT_eX]

[DOI]

Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017

Simultaneous Multiple Surface Segmentation Using Deep Learning.

[BibT_eX]

[DOI]

Abhay Shah

Michael D. Abràmoff

Xiaodong Wu

Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

2016

Optimal Multiple Surface Segmentation with Convex Priors in Irregularly Sampled Space.

[BibT_eX]

[DOI]

CoRR, 2016

2015

MASCG: Multi-Atlas Segmentation Constrained Graph method for accurate segmentation of hip CT images.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

Multiple Surface Segmentation Using Truncated Convex Priors.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014

Multi-Surface and Multi-Field Co-Segmentation of 3-D Retinal Optical Coherence Tomography.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Graph-based optimal multi-surface segmentation with a star-shaped prior: Application to the segmentation of the optic disc and cup.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Error-Tolerant Scribbles Based Interactive Image Segmentation.

[BibT_eX]

[DOI]

Junjie Bai

Xiaodong Wu

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

Graph Algorithmic Techniques for Biomedical Image Segmentation.

[BibT_eX]

[DOI]

Mona Kathryn Garvin

Xiaodong Wu

Proceedings of the Advanced Computational Approaches to Biomedical Engineering, 2014

2013

Optimal Co-Segmentation of Tumor in PET-CT Images With Context Information.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, September, 2013

Optimal Multiple Surface Segmentation With Shape and Context Priors.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2013

Optimal Graph Search Based Segmentation of Airway Tree Double Surfaces Across Bifurcations.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2013

An almost linear time algorithm for field splitting in radiation therapy.

[BibT_eX]

[DOI]

Comput. Geom., 2013

Globally optimal lung tumor co-segmentation of 4D CT and PET images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012

Efficient searching of globally optimal and smooth multisurfaces with shape priors.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Fast dynamic programming for labeling problems with ordering constraints.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Region Detection by Minimizing Intraclass Variance With Geometric Constraints, Global Optimality, and Efficient Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

Maximum Weight Digital Regions Decomposable into Digital Star-Shaped Regions.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Computation - 22nd International Symposium, 2011

Efficient Algorithms for Segmenting Globally Optimal and Smooth Multi-surfaces.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

Surface-Region Context in Optimal Multi-object Graph-Based Segmentation: Robust Delineation of Pulmonary Tumors.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

Feature guided motion artifact reduction with structure-awareness in 4D CT images.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Optimal multiple-seams search for image resizing with smoothness and shape prior.

[BibT_eX]

[DOI]

Vis. Comput., 2010

LOGISMOS - Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: Cartilage Segmentation in the Knee Joint.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2010

Fast globally optimal single surface segmentation using regional properties.

[BibT_eX]

[DOI]

Xin Dou

Xiaodong Wu

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Minimizing Total Variation for Field Splitting with Feathering in Intensity-Modulated Radiation Therapy.

[BibT_eX]

[DOI]

Yunlong Liu

Xiaodong Wu

Proceedings of the Frontiers in Algorithmics, 4th International Workshop, 2010

Simultaneous searching of globally optimal interacting surfaces with shape priors.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2009

Efficient Algorithm for Optimal Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy.

[BibT_eX]

[DOI]

Int. J. Comput. Geom. Appl., 2009

Efficient Algorithms for the Optimal-Ratio Region Detection Problems in Discrete Geometry with Applications.

[BibT_eX]

[DOI]

Xiaodong Wu

Int. J. Comput. Geom. Appl., 2009

Globally optimal 3D graph search incorporating both edge and regional information: application to aortic MR image segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2009: Image Processing, 2009

Optimal graph search based image segmentation for objects with complex topologies.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2009: Image Processing, 2009

Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Optimal multiple surfaces searching for video/image resizing - a graph-theoretic approach.

[BibT_eX]

[DOI]

Dongfeng Han

Xiaodong Wu

Milan Sonka

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008

Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2008

Mountain Reduction, Block Matching, and Applications in Intensity-Modulated Radiation Therapy.

[BibT_eX]

[DOI]

Int. J. Comput. Geom. Appl., 2008

Globally optimal surface segmentation using regional properties of segmented objects.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

The Layered Net Surface Problems in Discrete Geometry and Medical Image Segmentation.

[BibT_eX]

[DOI]

Int. J. Comput. Geom. Appl., 2007

Segmentation of the optic nerve head combining pixel classification and graph search.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Automated segmentation of intraretinal layers from macular optical coherence tomography images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Use of Varying Constraints in Optimal 3-D Graph Search for Segmentation of Macular Optical Coherence Tomography Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

New Algorithm for Field Splitting in Radiation Therapy.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Computation, 18th International Symposium, 2007

Incorporation of Regional Information in Optimal 3-D Graph Search with Application for Intraretinal Layer Segmentation of Optical Coherence Tomography Images.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2007

A New Field Splitting Algorithm for Intensity-Modulated Radiation Therapy.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics, 13th Annual International Conference, 2007

Optimal Field Splitting with Feathering in Intensity-Modulated Radiation Therapy.

[BibT_eX]

[DOI]

Xiaodong Wu

Xin Dou

Proceedings of the Algorithmic Aspects in Information and Management, 2007

2006

Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

The Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics, 12th Annual International Conference, 2006

2005

Efficient Algorithms and Implementations for Optimizing the Sum of Linear Fractional Functions, with Applications.

[BibT_eX]

[DOI]

J. Comb. Optim., 2005

Optimal Terrain Construction Problems and Applications in Intensity-Modulated Radiation Therapy.

[BibT_eX]

[DOI]

Algorithmica, 2005

Simultaneous Segmentation of Multiple Closed Surfaces Using Optimal Graph Searching.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2005

Mountain reduction, block matching, and applications in intensity-modulated radiation therapy.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM Symposium on Computational Geometry, 2005

Efficient Algorithms for Intensity Map Splitting Problems in Radiation Therapy.

[BibT_eX]

[DOI]

Xiaodong Wu

Proceedings of the Computing and Combinatorics, 11th Annual International Conference, 2005

2004

Efficient approximation algorithms for pairwise data clustering and applications.

[BibT_eX]

[DOI]

Int. J. Comput. Geom. Appl., 2004

Geometric algorithms for static leaf sequencing problems in radiation therapy.

[BibT_eX]

[DOI]

Int. J. Comput. Geom. Appl., 2004

Efficient Algorithms for k-Terminal Cuts on Planar Graphs.

[BibT_eX]

[DOI]

Danny Z. Chen

Xiaodong Wu

Algorithmica, 2004

Efficient optimal surface detection: theory, implementation, and experimental validation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2004: Image Processing, 2004

Globally Optimal Segmentation of Interacting Surfaces with Geometric Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Approximation Algorithms for Multicommodity Flow and Normalized Cut Problems: Implementations and Experimental Study.

[BibT_eX]

[DOI]

Ying Du

Danny Z. Chen

Xiaodong Wu

Proceedings of the Computing and Combinatorics, 10th Annual International Conference, 2004

2003

Pairwise Data Clustering and Applications.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics, 9th Annual International Conference, 2003

2002

Image Segmentation with Asteroidality/Tubularity and Smoothness Constraints.

[BibT_eX]

[DOI]

Danny Z. Chen

Jie Wang

Xiaodong Wu

Int. J. Comput. Geom. Appl., 2002

Optimal Polygon Cover Problems and Applications.

[BibT_eX]

[DOI]

Danny Z. Chen

Xiaobo Hu

Xiaodong Wu

Int. J. Comput. Geom. Appl., 2002

Optimal Net Surface Problems with Applications.

[BibT_eX]

[DOI]

Xiaodong Wu

Danny Z. Chen

Proceedings of the Automata, Languages and Programming, 29th International Colloquium, 2002

2001

Determining an Optimal Penetration Among Weighted Regions in Two and Three Dimensions.

[BibT_eX]

[DOI]

J. Comb. Optim., 2001

Image Segmentation with Monotonicity and Smoothness Constraints.

[BibT_eX]

[DOI]

Danny Z. Chen

Jie Wang

Xiaodong Wu

Proceedings of the Algorithms and Computation, 12th International Symposium, 2001

Maximum Red/Blue Interval Matching with Applications.

[BibT_eX]

[DOI]

Danny Z. Chen

Xiaobo Hu

Xiaodong Wu

Proceedings of the Computing and Combinatorics, 7th Annual International Conference, 2001

2000

Optimizing the sum of linear fractional functions and applications.

[BibT_eX]

[DOI]

Proceedings of the Eleventh Annual ACM-SIAM Symposium on Discrete Algorithms, 2000

Optimal Polygon Cover Problems and Applcations.

[BibT_eX]

[DOI]

Danny Z. Chen

Xiaobo Hu

Xiaodong Wu

Proceedings of the Algorithms and Computation, 11th International Conference, 2000

Xiaodong Wu

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