Xiaodong Wu

Orcid: 0000-0003-3617-5091

Affiliations:
  • University of Iowa, Iowa City, IA, USA
  • University of Texas, Pan American, Edinburg, TX, USA (former)


According to our database1, Xiaodong Wu authored at least 98 papers between 2000 and 2023.

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Bibliography

2023
Segmentation quality assessment by automated detection of erroneous surface regions in medical images.
Comput. Biol. Medicine, September, 2023

Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation.
CoRR, 2023

Outlier Detection Using Generative Models with Theoretical Performance Guarantees.
CoRR, 2023

Model-Informed Deep Learning for Surface Segmentation in Medical Imaging.
Proceedings of the Information Processing in Medical Imaging, 2023

Trust, but Verify: Robust Image Segmentation using Deep Learning.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Use of compressed sensing to expedite high-throughput diagnostic testing for COVID-19 and beyond.
PLoS Comput. Biol., October, 2022

KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation.
Medical Image Anal., 2022

A deep learning network with differentiable dynamic programming for retina OCT surface segmentation.
CoRR, 2022

Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

2020
Optimal Pooling Matrix Design for Group Testing with Dilution (Row Degree) Constraints.
CoRR, 2020

Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning.
CoRR, 2020

Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors.
CoRR, 2020

Unsupervised anomaly localization using VAE and beta-VAE.
CoRR, 2020

Do Deep Minds Think Alike? Selective Adversarial Attacks for Fine-Grained Manipulation of Multiple Deep Neural Networks.
CoRR, 2020

2019
Optimal surface segmentation with convex priors in irregularly sampled space.
Medical Image Anal., 2019

3-D Surface Segmentation Meets Conditional Random Fields.
CoRR, 2019

Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks.
CoRR, 2019

What does AI see? Deep segmentation networks discover biomarkers for lung cancer survival.
CoRR, 2019

Robust Image Segmentation Quality Assessment without Ground Truth.
CoRR, 2019

2018
Outlier Detection using Generative Models with Theoretical Performance Guarantees.
CoRR, 2018

Optimal multi-object segmentation with novel gradient vector flow based shape priors.
Comput. Medical Imaging Graph., 2018

3D fully convolutional networks for co-segmentation of tumors on PET-CT images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Improving tumor co-segmentation on PET-CT images with 3D co-matting.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Multi-scale segmentation using deep graph cuts: Robust lung tumor delineation in MVCBCT.
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.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images.
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.
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.
CoRR, 2016

2015
MASCG: Multi-Atlas Segmentation Constrained Graph method for accurate segmentation of hip CT images.
Medical Image Anal., 2015

Multiple Surface Segmentation Using Truncated Convex Priors.
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.
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.
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.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Error-Tolerant Scribbles Based Interactive Image Segmentation.
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.
Proceedings of the Computer Vision - ACCV 2014, 2014

Graph Algorithmic Techniques for Biomedical Image Segmentation.
Proceedings of the Advanced Computational Approaches to Biomedical Engineering, 2014

2013
Optimal Co-Segmentation of Tumor in PET-CT Images With Context Information.
IEEE Trans. Medical Imaging, September, 2013

Optimal Multiple Surface Segmentation With Shape and Context Priors.
IEEE Trans. Medical Imaging, 2013

Optimal Graph Search Based Segmentation of Airway Tree Double Surfaces Across Bifurcations.
IEEE Trans. Medical Imaging, 2013

An almost linear time algorithm for field splitting in radiation therapy.
Comput. Geom., 2013

Globally optimal lung tumor co-segmentation of 4D CT and PET images.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012
Efficient searching of globally optimal and smooth multisurfaces with shape priors.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Fast dynamic programming for labeling problems with ordering constraints.
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.
IEEE Trans. Medical Imaging, 2011

Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

Maximum Weight Digital Regions Decomposable into Digital Star-Shaped Regions.
Proceedings of the Algorithms and Computation - 22nd International Symposium, 2011

Efficient Algorithms for Segmenting Globally Optimal and Smooth Multi-surfaces.
Proceedings of the Information Processing in Medical Imaging, 2011

Surface-Region Context in Optimal Multi-object Graph-Based Segmentation: Robust Delineation of Pulmonary Tumors.
Proceedings of the Information Processing in Medical Imaging, 2011

Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method.
Proceedings of the Information Processing in Medical Imaging, 2011

Feature guided motion artifact reduction with structure-awareness in 4D CT images.
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.
Vis. Comput., 2010

LOGISMOS - Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: Cartilage Segmentation in the Knee Joint.
IEEE Trans. Medical Imaging, 2010

Fast globally optimal single surface segmentation using regional properties.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment.
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.
Proceedings of the Frontiers in Algorithmics, 4th International Workshop, 2010

Simultaneous searching of globally optimal interacting surfaces with shape priors.
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.
IEEE Trans. Medical Imaging, 2009

Efficient Algorithm for Optimal Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy.
Int. J. Comput. Geom. Appl., 2009

Efficient Algorithms for the Optimal-Ratio Region Detection Problems in Discrete Geometry with Applications.
Int. J. Comput. Geom. Appl., 2009

Globally optimal 3D graph search incorporating both edge and regional information: application to aortic MR image segmentation.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Optimal graph search based image segmentation for objects with complex topologies.
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.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Optimal multiple surfaces searching for video/image resizing - a graph-theoretic approach.
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.
IEEE Trans. Medical Imaging, 2008

Mountain Reduction, Block Matching, and Applications in Intensity-Modulated Radiation Therapy.
Int. J. Comput. Geom. Appl., 2008

Globally optimal surface segmentation using regional properties of segmented objects.
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.
Int. J. Comput. Geom. Appl., 2007

Segmentation of the optic nerve head combining pixel classification and graph search.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Automated segmentation of intraretinal layers from macular optical coherence tomography images.
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.
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.
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.
Proceedings of the Information Processing in Medical Imaging, 2007

A New Field Splitting Algorithm for Intensity-Modulated Radiation Therapy.
Proceedings of the Computing and Combinatorics, 13th Annual International Conference, 2007

Optimal Field Splitting with Feathering in Intensity-Modulated Radiation Therapy.
Proceedings of the Algorithmic Aspects in Information and Management, 2007

2006
Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

The Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy.
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.
J. Comb. Optim., 2005

Optimal Terrain Construction Problems and Applications in Intensity-Modulated Radiation Therapy.
Algorithmica, 2005

Simultaneous Segmentation of Multiple Closed Surfaces Using Optimal Graph Searching.
Proceedings of the Information Processing in Medical Imaging, 2005

Mountain reduction, block matching, and applications in intensity-modulated radiation therapy.
Proceedings of the 21st ACM Symposium on Computational Geometry, 2005

Efficient Algorithms for Intensity Map Splitting Problems in Radiation Therapy.
Proceedings of the Computing and Combinatorics, 11th Annual International Conference, 2005

2004
Efficient approximation algorithms for pairwise data clustering and applications.
Int. J. Comput. Geom. Appl., 2004

Geometric algorithms for static leaf sequencing problems in radiation therapy.
Int. J. Comput. Geom. Appl., 2004

Efficient Algorithms for k-Terminal Cuts on Planar Graphs.
Algorithmica, 2004

Efficient optimal surface detection: theory, implementation, and experimental validation.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Globally Optimal Segmentation of Interacting Surfaces with Geometric Constraints.
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.
Proceedings of the Computing and Combinatorics, 10th Annual International Conference, 2004

2003
Pairwise Data Clustering and Applications.
Proceedings of the Computing and Combinatorics, 9th Annual International Conference, 2003

2002
Image Segmentation with Asteroidality/Tubularity and Smoothness Constraints.
Int. J. Comput. Geom. Appl., 2002

Optimal Polygon Cover Problems and Applications.
Int. J. Comput. Geom. Appl., 2002

Optimal Net Surface Problems with Applications.
Proceedings of the Automata, Languages and Programming, 29th International Colloquium, 2002

2001
Determining an Optimal Penetration Among Weighted Regions in Two and Three Dimensions.
J. Comb. Optim., 2001

Image Segmentation with Monotonicity and Smoothness Constraints.
Proceedings of the Algorithms and Computation, 12th International Symposium, 2001

Maximum Red/Blue Interval Matching with Applications.
Proceedings of the Computing and Combinatorics, 7th Annual International Conference, 2001

2000
Optimizing the sum of linear fractional functions and applications.
Proceedings of the Eleventh Annual ACM-SIAM Symposium on Discrete Algorithms, 2000

Optimal Polygon Cover Problems and Applcations.
Proceedings of the Algorithms and Computation, 11th International Conference, 2000


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