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ORCIDXiaodong Wu 0001
Person information
- affiliation: University of Iowa, Iowa City, IA, USA
- affiliation (former): University of Texas, Pan American, Edinburg, TX, USA
Other persons with the same name
- Xiaodong Wu (aka: Xiao-dong Wu) — disambiguation page
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Journal Articles
- 2023
[j29]Fahim A. Zaman
, Lichun Zhang, Honghai Zhang, Milan Sonka, Xiaodong Wu:
Segmentation quality assessment by automated detection of erroneous surface regions in medical images. Comput. Biol. Medicine 164: 107324 (2023)- 2022
- [j28]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: 102574 (2022) - [j27]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): 1010629 (2022) - 2019
- [j26]Abhay Shah, Michael D. Abràmoff, Xiaodong Wu:
Optimal surface segmentation with convex priors in irregularly sampled space. Medical Image Anal. 54: 63-75 (2019) - 2018
- [j25]Junjie Bai, Abhay Shah, Xiaodong Wu:
Optimal multi-object segmentation with novel gradient vector flow based shape priors. Comput. Medical Imaging Graph. 69: 96-111 (2018) - 2015
- [j24]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): 173-184 (2015) - 2014
- [j23]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): 2242-2253 (2014) - 2013
- [j22]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): 673-687 (2013) - [j21]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): 376-386 (2013) - [j20]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): 493-510 (2013) - [j19]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): 1685-1697 (2013) - 2011
- [j18]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): 814-827 (2011) - 2010
- [j17]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): 2023-2037 (2010) - [j16]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): 749-759 (2010) - 2009
- [j15]Xiaodong Wu:
Efficient Algorithms for the Optimal-Ratio Region Detection Problems in Discrete Geometry with Applications. Int. J. Comput. Geom. Appl. 19(2): 141-159 (2009) - [j14]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): 231-246 (2009) - [j13]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): 1436-1447 (2009) - 2008
- [j12]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): 63-106 (2008) - [j11]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): 1495-1505 (2008) - 2007
- [j10]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): 261-296 (2007) - 2006
- [j9]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): 119-134 (2006) - 2005
- [j8]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): 265-288 (2005) - [j7]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): 69-90 (2005) - 2004
- [j6]Danny Z. Chen, Xiaodong Wu:
Efficient Algorithms for k-Terminal Cuts on Planar Graphs. Algorithmica 38(2): 299-316 (2004) - [j5]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): 85-104 (2004) - [j4]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): 311-339 (2004) - 2002
- [j3]Danny Z. Chen, Xiaobo Hu, Xiaodong Wu:
Optimal Polygon Cover Problems and Applications. Int. J. Comput. Geom. Appl. 12(4): 309-338 (2002) - [j2]Danny Z. Chen, Jie Wang, Xiaodong Wu:
Image Segmentation with Asteroidality/Tubularity and Smoothness Constraints. Int. J. Comput. Geom. Appl. 12(5): 413-428 (2002) - 2001
- [j1]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): 59-79 (2001)
Conference and Workshop Papers
- 2024
- [c63]Fahim Ahmed Zaman, Wahidul Alam, Tarun Kanti Roy, Amanda Chang, Kan Liu, Xiaodong Wu:
Diagnosis of Takotsubo Syndrome by Robust Feature Selection from the Complex Latent Space of DL-Based Segmentation Network. ISBI 2024: 1-5 - [c62]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. ISBI 2024: 1-5 - 2023
- [c61]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: 960-964 - [c60]Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai:
Trust, but Verify: Robust Image Segmentation using Deep Learning. ACSSC 2023: 1070-1074 - [c59]Dixian Zhu, Bokun Wang, Zhi Chen, Yaxing Wang, Milan Sonka, Xiaodong Wu, Tianbao Yang:
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling. ICML 2023: 43205-43227 - [c58]Xiaodong Wu, Leixin Zhou, Fahim A. Zaman, Bensheng Qiu, John M. Buatti:
Model-Informed Deep Learning for Surface Segmentation in Medical Imaging. IPMI 2023: 822-834 - 2022
- [c57]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. Image Processing 2022 - 2018
- [c56]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: 224-227 - [c55]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: 228-231 - [c54]Xiaodong Wu, Zisha Zhong, John M. Buatti, Junjie Bai:
Multi-scale segmentation using deep graph cuts: Robust lung tumor delineation in MVCBCT. ISBI 2018: 514-518 - [c53]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: 1454-1457 - 2017
- [c52]Abhay Shah, Michael D. Abràmoff, Xiaodong Wu:
Simultaneous Multiple Surface Segmentation Using Deep Learning. DLMIA/ML-CDS@MICCAI 2017: 3-11 - [c51]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: 31-42 - 2015
- [c50]Abhay Shah, Junjie Bai, Zhihong Hu, Srinivas R. Sadda, Xiaodong Wu:
Multiple Surface Segmentation Using Truncated Convex Priors. MICCAI (3) 2015: 97-104 - 2014
- [c49]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: 640-654 - [c48]Junjie Bai, Xiaodong Wu:
Error-Tolerant Scribbles Based Interactive Image Segmentation. CVPR 2014: 392-399 - [c47]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: 525-528 - [c46]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: 1405-1408 - 2013
- [c45]Junjie Bai, Qi Song, Sudershan Bhatia, Xiaodong Wu:
Globally optimal lung tumor co-segmentation of 4D CT and PET images. Image Processing 2013: 86690W - 2012
- [c44]Junjie Bai, Qi Song, Olga Veksler, Xiaodong Wu:
Fast dynamic programming for labeling problems with ordering constraints. CVPR 2012: 1728-1735 - [c43]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. Image Processing 2012: 83140N - 2011
- [c42]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: 1057-1064 - [c41]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: 61-72 - [c40]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: 208-220 - [c39]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: 245-256 - [c38]Matt Gibson, Dongfeng Han, Milan Sonka, Xiaodong Wu:
Maximum Weight Digital Regions Decomposable into Digital Star-Shaped Regions. ISAAC 2011: 724-733 - [c37]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: 308-316 - 2010
- [c36]Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin:
Simultaneous searching of globally optimal interacting surfaces with shape priors. CVPR 2010: 2879-2886 - [c35]Yunlong Liu, Xiaodong Wu:
Minimizing Total Variation for Field Splitting with Feathering in Intensity-Modulated Radiation Therapy. FAW 2010: 65-76 - [c34]Dongfeng Han, John E. Bayouth, Sudershan Bhatia, Milan Sonka, Xiaodong Wu:
Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment. MCV 2010: 63-73 - [c33]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: 172-180 - [c32]Xin Dou, Xiaodong Wu:
Fast globally optimal single surface segmentation using regional properties. Image Processing 2010: 76231O - 2009
- [c31]Dongfeng Han, Xiaodong Wu, Milan Sonka:
Optimal multiple surfaces searching for video/image resizing - a graph-theoretic approach. ICCV 2009: 1026-1033 - [c30]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: 827-835 - [c29]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. Image Processing 2009: 725913 - [c28]Xiaomin Liu, Danny Z. Chen, Xiaodong Wu, Milan Sonka:
Optimal graph search based image segmentation for objects with complex topologies. Image Processing 2009: 725915 - 2008
- [c27]Xin Dou, Xiaodong Wu, Andreas Wahle, Milan Sonka:
Globally optimal surface segmentation using regional properties of segmented objects. CVPR 2008 - 2007
- [c26]Xiaodong Wu, Xin Dou:
Optimal Field Splitting with Feathering in Intensity-Modulated Radiation Therapy. AAIM 2007: 327-336 - [c25]Danny Z. Chen, Mark A. Healy, Chao Wang, Xiaodong Wu:
A New Field Splitting Algorithm for Intensity-Modulated Radiation Therapy. COCOON 2007: 4-15 - [c24]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: 607-618 - [c23]Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti:
New Algorithm for Field Splitting in Radiation Therapy. ISAAC 2007: 692-703 - [c22]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: 244-251 - [c21]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. Image Processing 2007: 651214 - [c20]Michael B. Merickel, Michael D. Abràmoff, Milan Sonka, Xiaodong Wu:
Segmentation of the optic nerve head combining pixel classification and graph search. Image Processing 2007: 651215 - 2006
- [c19]Xin Dou, Xiaodong Wu, John E. Bayouth, John M. Buatti:
The Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. COCOON 2006: 156-165 - [c18]Xiaodong Wu:
Efficient Algorithms for the Optimal-Ratio Region Detection Problems in Discrete Geometry with Applications. ISAAC 2006: 289-299 - 2005
- [c17]Xiaodong Wu:
Efficient Algorithms for Intensity Map Splitting Problems in Radiation Therapy. COCOON 2005: 504-513 - [c16]Danny Z. Chen, Xiaobo Sharon Hu, Chao Wang, Xiaodong Wu:
Mountain reduction, block matching, and applications in intensity-modulated radiation therapy. SCG 2005: 35-44 - [c15]Kang Li, Steven Millington, Xiaodong Wu, Danny Z. Chen, Milan Sonka:
Simultaneous Segmentation of Multiple Closed Surfaces Using Optimal Graph Searching. IPMI 2005: 406-417 - [c14]Xiaodong Wu, Danny Z. Chen, Kang Li, Milan Sonka:
The Layered Net Surface Problems in Discrete Geometry and Medical Image Segmentation. ISAAC 2005: 17-27 - 2004
- [c13]Ying Du, Danny Z. Chen, Xiaodong Wu:
Approximation Algorithms for Multicommodity Flow and Normalized Cut Problems: Implementations and Experimental Study. COCOON 2004: 112-121 - [c12]Kang Li, Xiaodong Wu, Danny Z. Chen, Milan Sonka:
Globally Optimal Segmentation of Interacting Surfaces with Geometric Constraints. CVPR (1) 2004: 394-399 - [c11]Kang Li, Xiaodong Wu, Zhixiang Chen, Milan Sonka:
Efficient optimal surface detection: theory, implementation, and experimental validation. Image Processing 2004 - 2003
- [c10]Xiaodong Wu, Danny Z. Chen, James J. Mason, Steven R. Schmid:
Pairwise Data Clustering and Applications. COCOON 2003: 455-466 - [c9]Danny Z. Chen, Xiaobo Hu, Shuang Luan, Chao Wang, Xiaodong Wu:
Geometric algorithms for static leaf sequencing problems in radiation therapy. SCG 2003: 88-97 - 2002
- [c8]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: 270-283 - [c7]Xiaodong Wu, Danny Z. Chen:
Optimal Net Surface Problems with Applications. ICALP 2002: 1029-1042 - 2001
- [c6]Danny Z. Chen, Xiaobo Hu, Xiaodong Wu:
Maximum Red/Blue Interval Matching with Applications. COCOON 2001: 150-158 - [c5]Danny Z. Chen, Xiaodong Wu:
Efficient Algorithms for k-Terminal Cuts on Planar Graphs. ISAAC 2001: 332-344 - [c4]Danny Z. Chen, Jie Wang, Xiaodong Wu:
Image Segmentation with Monotonicity and Smoothness Constraints. ISAAC 2001: 467-479 - 2000
- [c3]Danny Z. Chen, Xiaobo Hu, Xiaodong Wu:
Optimal Polygon Cover Problems and Applcations. ISAAC 2000: 564-576 - [c2]Danny Z. Chen, Ovidiu Daescu, Yang Dai, Naoki Katoh, Xiaodong Wu, Jinhui Xu:
Optimizing the sum of linear fractional functions and applications. SODA 2000: 707-716 - 1999
- [c1]Danny Z. Chen, Ovidiu Daescu, Xiaobo Hu, Xiaodong Wu, Jinhui Xu:
Determining an Optimal Penetration Among Weighted Regions in Two and Three Dimensions. SCG 1999: 322-331
Parts in Books or Collections
- 2014
- [p1]Mona Kathryn Garvin, Xiaodong Wu:
Graph Algorithmic Techniques for Biomedical Image Segmentation. Advanced Computational Approaches to Biomedical Engineering 2014: 3-45
Informal and Other Publications
- 2024
- [i23]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 abs/2406.16200 (2024) - [i22]Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu:
Denoising Diffusions in Latent Space for Medical Image Segmentation. CoRR abs/2407.12952 (2024) - 2023
- [i21]Dixian Zhu, Bokun Wang, Zhi Chen, Yaxing Wang, Milan Sonka, Xiaodong Wu, Tianbao Yang:
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling. CoRR abs/2305.08040 (2023) - [i20]Jirong Yi, Jingchao Gao, Tianming Wang, Xiaodong Wu, Weiyu Xu:
Outlier Detection Using Generative Models with Theoretical Performance Guarantees. CoRR abs/2310.09999 (2023) - [i19]Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai:
Trust, but Verify: Robust Image Segmentation using Deep Learning. CoRR abs/2310.16999 (2023) - [i18]Hui Xie, Weiyu Xu, Yaxing Wang, John M. Buatti, Xiaodong Wu:
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation. CoRR abs/2312.04713 (2023) - [i17]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 abs/2312.12649 (2023) - [i16]Fahim Ahmed Zaman, Wahidul Alam, Tarun Kanti Roy, Amanda Chang, Kan Liu, Xiaodong Wu:
Diagnosis Of Takotsubo Syndrome By Robust Feature Selection From The Complex Latent Space Of DL-based Segmentation Network. CoRR abs/2312.12653 (2023) - 2022
- [i15]Hui Xie, Weiyu Xu, Xiaodong Wu:
A deep learning network with differentiable dynamic programming for retina OCT surface segmentation. CoRR abs/2210.06335 (2022) - 2021
- [i14]Aniket Pramanik, Xiaodong Wu, Mathews Jacob:
Joint Calibrationless Reconstruction and Segmentation of Parallel MRI. CoRR abs/2105.09220 (2021) - 2020
- [i13]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 abs/2003.11816 (2020) - [i12]Leixin Zhou, Wenxiang Deng, Xiaodong Wu:
Unsupervised anomaly localization using VAE and beta-VAE. CoRR abs/2005.10686 (2020) - [i11]Leixin Zhou, Xiaodong Wu:
Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors. CoRR abs/2007.01217 (2020) - [i10]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 abs/2007.01259 (2020) - [i9]Jirong Yi, Myung Cho, Xiaodong Wu, Raghu Mudumbai, Weiyu Xu:
Optimal Pooling Matrix Design for Group Testing with Dilution (Row Degree) Constraints. CoRR abs/2008.01944 (2020) - 2019
- [i8]Leixin Zhou, Wenxiang Deng, Xiaodong Wu:
Robust Image Segmentation Quality Assessment without Ground Truth. CoRR abs/1903.08773 (2019) - [i7]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 abs/1903.11593 (2019) - [i6]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 abs/1905.11381 (2019) - [i5]Leixin Zhou, Zisha Zhong, Abhay Shah, Xiaodong Wu:
3-D Surface Segmentation Meets Conditional Random Fields. CoRR abs/1906.04714 (2019) - 2018
- [i4]Jirong Yi, Anh Duc Le, Tianming Wang, Xiaodong Wu, Weiyu Xu:
Outlier Detection using Generative Models with Theoretical Performance Guarantees. CoRR abs/1810.11335 (2018) - 2017
- [i3]Abhay Shah, Michael Abramoff, Xiaodong Wu:
Simultaneous Multiple Surface Segmentation Using Deep Learning. CoRR abs/1705.07142 (2017) - [i2]Junjie Bai, Abhay Shah, Xiaodong Wu:
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors. CoRR abs/1705.10311 (2017) - 2016
- [i1]Abhay Shah, Junjie Bai, Michael D. Abràmoff, Xiaodong Wu:
Optimal Multiple Surface Segmentation with Convex Priors in Irregularly Sampled Space. CoRR abs/1611.03059 (2016)
Coauthor Index
Michael D. Abràmoff
aka: Michael Abramoff
aka: Michael Abramoff
Danny Ziyi Chen
aka: Danny Z. Chen
aka: Danny Z. Chen
Fahim A. Zaman
aka: Fahim Ahmed Zaman
aka: Fahim Ahmed Zaman
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