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ORCIDXiaobo Zhou 0001
Person information
- affiliation: Wake Forest School of Medicine, Department of Radiology, Winston-Salem, USA
- affiliation (former): Houston Methodist Hospital, Weill Cornell Medical College, TX, USA
- affiliation (former): Harvard Medical School, Boston, MA, USA
- affiliation (former): Brigham and Women's Hospital, Radiology Department, Boston, MA
- affiliation (2001 - 2003): Texas A&M University, Department of Electrical Engineering, College Station, TX, USA
- affiliation (2000): University of Missouri-Columbia, Department of Computer Science, MO, USA
- affiliation (1999 - 2000): Huawei Technologies Co., Ltd., Beijing, China
- affiliation (1998 - 1999): Tsinghua University, Department of Automation, Beijing, China
- affiliation (PhD 1998): Peking University, Department of Mathematics, Beijing, China
Other persons with the same name
- Xiaobo Zhou — disambiguation page
- Xiaobo Zhou 0002
![[0000-0002-0466-7609]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-0466-7609")
— University of Macau, Taipa, Department of Computer and Information Science, China (and 2 more) - Xiaobo Zhou 0003 — Tianjin University, School of Computer Science and Technology, China (and 1 more)
- Xiaobo Zhou 0004 — Nanjing University of Science and Technology, School of Electronic and Optical Engineering, China (and 1 more)
- Xiaobo Zhou 0005 — University of Texas Health Science Center at Houston, School of Biomedical Bioinformatics, TX, USA
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2020 – today
- 2021
[j82]Le Zhang, Guangdi Liu, Meijing Kong, Tingting Li, Dan Wu, Xiaobo Zhou, Chuanwei Yang, Lei Xia, Zhenzhou Yang, Luonan Chen:
Revealing dynamic regulations and the related key proteins of myeloma-initiating cells by integrating experimental data into a systems biological model. Bioinform. 37(11): 1554-1561 (2021)- 2020
- [j81]Xiaoming Liu, Xiaobo Zhou, Xiaohua Qian:
Transparency-guided ensemble convolutional neural network for the stratification between pseudoprogression and true progression of glioblastoma multiform in MRI. J. Vis. Commun. Image Represent. 72: 102880 (2020)
2010 – 2019
- 2019
- [c59]Zeyang Zhang, Xiaobo Zhou, Shengjie Zhao, Xiaoyan Zhang:
Semantic Prior Guided Face Inpainting. MMAsia 2019: 4:1-4:6 - [i1]Meiyu Li, Michael D. Chan, Xiaobo Zhou, Xiaohua Qian:
DC-Al GAN: Pseudoprogression and True Tumor Progression of Glioblastoma multiform Image Classification Based On DCGAN and Alexnet. CoRR abs/1902.06085 (2019) - 2017
- [j80]Keqin Liu, Dominik Beck, Julie A. I. Thoms, Liang Liu, Weiling Zhao, John E. Pimanda, Xiaobo Zhou:
Annotating function to differentially expressed LincRNAs in myelodysplastic syndrome using a network-based method. Bioinform. 33(17): 2622-2630 (2017) - [j79]Lin Yuan, Lin Zhu, Wei-Li Guo, Xiaobo Zhou, Youhua Zhang, Zhenhua Huang, De-Shuang Huang:
Nonconvex Penalty Based Low-Rank Representation and Sparse Regression for eQTL Mapping. IEEE ACM Trans. Comput. Biol. Bioinform. 14(5): 1154-1164 (2017) - [j78]Jian Zhang, James J. Xia, Jianfu Li, Xiaobo Zhou:
Reconstruction-Based Digital Dental Occlusion of the Partially Edentulous Dentition. IEEE J. Biomed. Health Informatics 21(1): 201-210 (2017) - [c58]Donald A. Adjeroh, Maen Allaga, Jun Tan, Jie Lin, Yue Jiang, Ahmed Abbasi, Xiaobo Zhou:
String-Based Models for Predicting RNA-Protein Interaction. BCB 2017: 661-666 - 2016
- [j77]Jian Zhang, Hengyong Yu, Xiaohua Qian, Keqin Liu, Hua Tan, Tielin Yang, Maode Wang, King Chuen Li, Michael D. Chan, Waldemar Debinski, Anna Paulsson, Ge Wang, Xiaobo Zhou:
Pseudo progression identification of glioblastoma with dictionary learning. Comput. Biol. Medicine 73: 94-101 (2016) - [j76]Binbin Pan, Guangming Zhang, James J. Xia, Peng Yuan, Horace H. S. Ip, Qizhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou:
Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression. Comput. Biol. Medicine 75: 1-9 (2016) - [c57]Peng Yuan, Dennis Chun-Yu Ho, Chien-Ming Chang, Jianfu Li, Huaming Mai, Daeseung Kim, Shunyao Shen, Xiaoyan Zhang, Xiaobo Zhou, Zixiang Xiong, Jaime Gateno, James J. Xia:
A Novel Computer-Aided Surgical Simulation (CASS) System to Streamline Orthognathic Surgical Planning. MIAR 2016: 3-14 - [c56]Daeseung Kim, Huaming Mai, Chien-Ming Chang, Dennis Chun-Yu Ho, Xiaoyan Zhang, Shunyao Shen, Peng Yuan, Guangming Zhang, Jaime Gateno, Xiaobo Zhou, Michael A. K. Liebschner, James J. Xia:
FEM Simulation with Realistic Sliding Effect to Improve Facial-Soft-Tissue-Change Prediction Accuracy for Orthognathic Surgery. MIAR 2016: 27-37 - [c55]Daeseung Kim, Chien-Ming Chang, Dennis Chun-Yu Ho, Xiaoyan Zhang, Shunyao Shen, Peng Yuan, Huaming Mai, Guangming Zhang, Xiaobo Zhou, Jaime Gateno, Michael A. K. Liebschner, James J. Xia:
Two-Stage Simulation Method to Improve Facial Soft Tissue Prediction Accuracy for Orthognathic Surgery. MICCAI (1) 2016: 559-567 - 2015
- [j75]Beini Jiang, Weizhong Dai, Abdul Khaliq, Michelle Carey, Xiaobo Zhou, Le Zhang:
Novel 3D GPU based numerical parallel diffusion algorithms in cylindrical coordinates for health care simulation. Math. Comput. Simul. 109: 1-19 (2015) - [c54]Zhiyu Liu, Lin Zhu, Xiao-Ping (Steven) Zhang, Xiaobo Zhou, Li Shang, Zhi-Kai Huang, Yong Gan:
Hybrid Deep Learning for Plant Leaves Classification. ICIC (2) 2015: 115-123 - [c53]Guangming Zhang, James J. Xia, Xiaoyan Zhang, Xiaobo Zhou:
Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery. ICIP 2015: 2796-2800 - [c52]Jianfu Li, Flavio Ferraz, Shunyao Shen, Yi-Fang Lo, Xiaoyan Zhang, Peng Yuan, Zhen Tang, Ken-Chung Chen, Jaime Gateno, Xiaobo Zhou, James J. Xia:
Automated Three-Piece Digital Dental Articulation. MICCAI (1) 2015: 488-496 - 2014
- [j74]Huiming Peng, Tao Peng, Jianguo Wen, David A. Engler, Risë K. Matsunami, Jing Su, Le Zhang, Chung-Che Jeff Chang, Xiaobo Zhou:
Characterization of p38 MAPK isoforms for drug resistance study using systems biology approach. Bioinform. 30(13): 1899-1907 (2014) - [j73]Le Zhang, Yao Xue, Beini Jiang, Costas G. Strouthos, Zhenfeng Duan, Yukun Wu, Jing Su, Xiaobo Zhou:
Multiscale agent-based modelling of ovarian cancer progression under the stimulation of the STAT 3 pathway. Int. J. Data Min. Bioinform. 9(3): 235-253 (2014) - [j72]Tao Peng, Huiming Peng, Dong Soon Choi, Jing Su, Chung-Che Chang, Xiaobo Zhou:
Modeling Cell-Cell Interactions in Regulating Multiple Myeloma Initiating Cell Fate. IEEE J. Biomed. Health Informatics 18(2): 484-491 (2014) - 2013
- [j71]Chenglin Liu, Jinwen Ma, Chung-Che Jeff Chang, Xiaobo Zhou:
FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq. BMC Bioinform. 14: 193 (2013) - [j70]Zheng Xia, Wei Chen, Chunqi Chang, Xiaobo Zhou:
A novel network and sparsity constraint regression model for functional module identification in genomic data analysis. Int. J. Data Min. Bioinform. 8(3): 311-325 (2013) - [j69]Xiaoqiang Sun, Jiguang Bao, Kyle C. Nelson, King Chuen Li, George Kulik, Xiaobo Zhou:
Systems Modeling of Anti-apoptotic Pathways in Prostate Cancer: Psychological Stress Triggers a Synergism Pattern Switch in Drug Combination Therapy. PLoS Comput. Biol. 9(12) (2013) - 2012
- [j68]Hua Tan, Jiguang Bao, Xiaobo Zhou:
A novel missense-mutation-related feature extraction scheme for 'driver' mutation identification. Bioinform. 28(22): 2948-2955 (2012) - [j67]Xiaoqiang Sun, Le Zhang, Hua Tan, Jiguang Bao, Costas G. Strouthos, Xiaobo Zhou:
Multi-scale agent-based brain cancer modeling and prediction of TKI treatment response: Incorporating EGFR signaling pathway and angiogenesis. BMC Bioinform. 13: 218 (2012) - [j66]Hua Tan, Jing Fan, Jiguang Bao, Jennifer G. Dy, Xiaobo Zhou:
A Computational model for compressed sensing RNAi cellular screening. BMC Bioinform. 13: 337 (2012) - [c51]Yu-Bing Chang, Peng Yuan, Tai-Hong Kuo, Zixiang Xiong, Jaime Gateno, James J. Xia, Xiaobo Zhou:
A Novel Approach Based on Joint Optimization of Alignment and Statistical Surface Representation with Wavelet Transform for CBCT Segmentation. CIBB 2012: 48-56 - [c50]Binbin Pan, James J. Xia, Peng Yuan, Jaime Gateno, Horace Ho-Shing Ip, Qizhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou:
Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations. MICCAI (1) 2012: 99-106 - 2011
- [j65]Guangxu Jin, Hong Zhao, Xiaobo Zhou, Stephen T. C. Wong:
An enhanced Petri-net model to predict synergistic effects of pairwise drug combinations from gene microarray data. Bioinform. 27(13): 310-316 (2011) - [j64]Zheng Xia, Jianguo Wen, Chung-Che Chang, Xiaobo Zhou:
NSMAP: A Method for Spliced Isoforms Identification and Quantification from RNA-Seq. BMC Bioinform. 12: 162 (2011) - [j63]Peng Zhang, Houqiang Li, Honghui Wang, Stephen T. C. Wong, Xiaobo Zhou:
Peak Tree: A New Tool for Multiscale Hierarchical Representation and Peak Detection of Mass Spectrometry Data. IEEE ACM Trans. Comput. Biol. Bioinform. 8(4): 1054-1066 (2011) - [j62]Qing Li, Zhigang Deng, Yong Zhang, Xiaobo Zhou, U. Valentin Nägerl, Stephen T. C. Wong:
A Global Spatial Similarity Optimization Scheme to Track Large Numbers of Dendritic Spines in Time-Lapse Confocal Microscopy. IEEE Trans. Medical Imaging 30(3): 632-641 (2011) - [c49]Yi Xiao, Tuan D. Pham, Chung-Che Jeff Chang, Xiaobo Zhou:
Symmetry-based presentation for stem-cell image segmentation. ICCABS 2011: 196-201 - [c48]Jinwei Xu, Tuan D. Pham, Xiaobo Zhou:
A double thresholding method for cancer stem cell detection. ISPA 2011: 695-699 - [c47]Robert Azencott, Anando Sen, Bernhard G. Bodmann, King C. Li, Demetrio Labate, Xiaobo Zhou:
Searchlight CT: a new reconstruction method for collimated X-ray tomography. VALUETOOLS 2011: 602-606 - 2010
- [j61]Ranga Srinivasan, Qing Li, Xiaobo Zhou, Ju Lu, Jeff Lichtman, Stephen T. C. Wong:
Reconstruction of the neuromuscular junction connectome. Bioinform. 26(12): 64-70 (2010) - [j60]Zhuhong You, Ying-Ke Lei, Jie Gui, De-Shuang Huang, Xiaobo Zhou:
Using manifold embedding for assessing and predicting protein interactions from high-throughput experimental data. Bioinform. 26(21): 2744-2751 (2010) - [j59]Fuhai Li, Xiaobo Zhou, Wanting Huang, Chung-Che Chang, Stephen T. C. Wong:
Conditional random pattern model for copy number aberration detection. BMC Bioinform. 11: 200 (2010) - [j58]Zhuhong You, Zheng Yin, Kyungsook Han, De-Shuang Huang, Xiaobo Zhou:
A semi-supervised learning approach to predict synthetic genetic interactions by combining functional and topological properties of functional gene network. BMC Bioinform. 11: 343 (2010) - [j57]Limin Li, Xiaobo Zhou, Wai-Ki Ching, Ping Wang:
Predicting enzyme targets for cancer drugs by profiling human Metabolic reactions in NCI-60 cell lines. BMC Bioinform. 11: 501 (2010) - [j56]Xian-Wen Ren, Xiaobo Zhou, Ling-Yun Wu, Xiang-Sun Zhang:
An information-flow-based model with dissipation, saturation and direction for active pathway inference. BMC Syst. Biol. 4: 72 (2010) - [j55]Zheng Xia, Ling-Yun Wu, Xiaobo Zhou, Stephen T. C. Wong:
Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces. BMC Syst. Biol. 4(S-2): S6 (2010) - [j54]Jie Cheng, Xiaobo Zhou, Eric L. Miller, Veronica A. Alvarez, Bernardo L. Sabatini, Stephen T. C. Wong:
Oriented Markov Random Field Based Dendritic Spine Segmentation for Fluorescence Microscopy Images. Neuroinformatics 8(3): 157-170 (2010) - [j53]Fuhai Li, Xiaobo Zhou, Jinwen Ma, Stephen T. C. Wong:
Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis. IEEE Trans. Medical Imaging 29(1): 96-105 (2010) - [j52]Yu-Bing Chang, James J. Xia, Jaime Gateno, Zixiang Xiong, Xiaobo Zhou, Stephen T. C. Wong:
An Automatic and Robust Algorithm of Reestablishment of Digital Dental Occlusion. IEEE Trans. Medical Imaging 29(9): 1652-1663 (2010) - [j51]Jianqiu Zhang, Xiaobo Zhou, Honghui Wang, Anthony Suffredini, Lin Zhang, Yufei Huang, Stephen T. C. Wong:
Bayesian peptide peak detection for high resolution TOF mass spectrometry. IEEE Trans. Signal Process. 58(11): 5883-5894 (2010) - [c46]Zheng Xia, Xiaobo Zhou, Wei Chen, Chunqi Chang:
A graph-based elastic net for variable selection and module identification for genomic data analysis. BIBM 2010: 357-362 - [c45]Tuan D. Pham, Xiaobo Zhou:
Ratio-hypothesis-based Fuzzy Fusion with Application to Classification of Cellular Morphologies. BIOSIGNALS 2010: 202-207 - [c44]Fuhai Li, Xiaobo Zhou, Stephen T. C. Wong:
Optimal Live Cell Tracking for Cell Cycle Study Using Time-Lapse Fluorescent Microscopy Images. MLMI 2010: 124-131 - [c43]James J. Xia, Yu-Bing Chang, Jaime Gateno, Zixiang Xiong, Xiaobo Zhou:
Automated Digital Dental Articulation. MICCAI (3) 2010: 278-286 - [c42]Yi Xiao, Tuan D. Pham, Xiuping Jia, Xiaobo Zhou, Hong Yan:
Correlation-based cluster-space transform for major adverse cardiac event prediction. SMC 2010: 2003-2007
2000 – 2009
- 2009
- [j50]Ling-Yun Wu, Xiaobo Zhou, Fuhai Li, Xiaorong Yang, Chung-Che Chang, Stephen T. C. Wong:
Conditional random pattern algorithm for LOH inference and segmentation. Bioinform. 25(1): 61-67 (2009) - [j49]Donggang Yu, Tuan D. Pham, Xiaobo Zhou:
Analysis and recognition of touching cell images based on morphological structures. Comput. Biol. Medicine 39(1): 27-39 (2009) - [j48]Wengang Zhou, Houqiang Li, Xiaobo Zhou:
3D neuron dendritic spine detection and dendrite reconstruction. Int. J. Comput. Aided Eng. Technol. 1(4): 516-531 (2009) - [j47]Tianming Liu, Hanchuan Peng, Xiaobo Zhou:
Imaging informatics for personalised medicine: applications and challenges. Int. J. Funct. Informatics Pers. Medicine 2(2): 125-135 (2009) - [j46]Jun Wang, Xiaobo Zhou, Fuhai Li, Pamela Bradley, Shih-Fu Chang, Norbert Perrimon, Stephen T. C. Wong:
An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling. J. Biomed. Informatics 42(1): 32-40 (2009) - [j45]Ranga Srinivasan, Xiaobo Zhou, Eric L. Miller, Ju Lu, Jeff W. Lichtman, Stephen T. C. Wong:
Automated Axon Tracking of 3D Confocal Laser Scanning Microscopy Images Using Guided Probabilistic Region Merging. Neuroinformatics 7(1): 83 (2009) - [j44]Jing Fan, Xiaobo Zhou, Jennifer G. Dy, Yong Zhang, Stephen T. C. Wong:
An Automated Pipeline for Dendrite Spine Detection and Tracking of 3D Optical Microscopy Neuron Images of In Vivo Mouse Models. Neuroinformatics 7(2): 113-130 (2009) - [j43]Donggang Yu, Tuan D. Pham, Xiaobo Zhou, Stephen T. C. Wong:
Recognition and analysis of cell nuclear phases for high-content screening based on morphological features. Pattern Recognit. 42(4): 498-508 (2009) - [j42]Zheng Yin, Xiaobo Zhou, Youxian Sun, Stephen T. C. Wong:
Online phenotype discovery based on minimum classification error model. Pattern Recognit. 42(4): 509-522 (2009) - [j41]Bo Geng, Xiaobo Zhou, Y. S. Hung:
Growing enzyme gene networks by integration of gene expression, motif sequence, and metabolic information. Pattern Recognit. 42(4): 557-561 (2009) - [j40]Guangxu Jin, Kemi Cui, Xiaobo Zhou, Stephen T. C. Wong:
Unraveling the signal-transduction networks in cancer metastasis [Life Sciences]. IEEE Signal Process. Mag. 26(5): 129-132 (2009) - [j39]Xiaobo Zhou, Fuhai Li, Jun Jun Yan, Stephen T. C. Wong:
A Novel Cell Segmentation Method and Cell Phase Identification Using Markov Model. IEEE Trans. Inf. Technol. Biomed. 13(2): 152-157 (2009) - [c41]Yang Zhao, Hongkai Xiong, Kai Zhang, Xiaobo Zhou:
Equilibrium modeling for 3D curvilinear structure tracking of confocal microscopy images. ICIP 2009: 2533-2536 - [c40]Peng Shi, Xiaobo Zhou, Qing Li, Matthew Baron, Merille A. Teylan, Yong Kim, Stephen T. C. Wong:
Online Three-Dimensional Dendritic Spines Mophological Classification Based on Semi-Supervised Learning. ISBI 2009: 1019-1022 - [c39]Qing Li, Xiaobo Zhou, Zhigang Deng, Matthew Baron, Merille A. Teylan, Yong Kim, Stephen T. C. Wong:
A Novel Surface-Based Geometric Approach for 3D Dendritic Spine Detection from Multi-Photon Excitation Microscopy Images. ISBI 2009: 1255-1258 - [c38]Huiming Peng, Xiaobo Zhou, Fuhai Li, Xiaofeng Xia, Stephen T. C. Wong:
Integrating Multi-Scale Blob/Curvilinear Detector Techniques and Multi-Level Sets for Automated Segmentation of Stem Cell Images. ISBI 2009: 1362-1365 - [c37]Fuhai Li, Xiaobo Zhou, Hong Zhao, Stephen T. C. Wong:
Cell Segmentation Using Front Vector Flow Guided Active Contours. MICCAI (1) 2009: 609-616 - [c36]Binh Huy Le, Zhigang Deng, James J. Xia, Yu-Bing Chang, Xiaobo Zhou:
An Interactive Geometric Technique for Upper and Lower Teeth Segmentation. MICCAI (1) 2009: 968-975 - 2008
- [j38]Meng Wang, Xiaobo Zhou, Fuhai Li, Jeremy F. Huckins, Randall W. King, Stephen T. C. Wong:
Novel cell segmentation and online SVM for cell cycle phase identification in automated microscopy. Bioinform. 24(1): 94-101 (2008) - [j37]Zheng Yin, Xiaobo Zhou, Chris Bakal, Fuhai Li, Youxian Sun, Norbert Perrimon, Stephen T. C. Wong:
Using iterative cluster merging with improved gap statistics to perform online phenotype discovery in the context of high-throughput RNAi screens. BMC Bioinform. 9 (2008) - [j36]Bo Geng, Xiaobo Zhou, Y. S. Hung, Stephen T. C. Wong:
Comparison of Bayesian and regression models in missing enzyme identification. Int. J. Bioinform. Res. Appl. 4(4): 363-374 (2008) - [j35]Peng Zhang, Houqiang Li, Xiaobo Zhou, Stephen T. C. Wong:
Peak detection using peak tree approach for mass spectrometry data. Int. J. Hybrid Intell. Syst. 5(4): 197-208 (2008) - [j34]Bo Geng, Xiaobo Zhou, Jinmin Zhu, Y. S. Hung, Stephen T. C. Wong:
Comparison of reversible-jump Markov-chain-Monte-Carlo learning approach with other methods for missing enzyme identification. J. Biomed. Informatics 41(2): 272-281 (2008) - [j33]Yong Zhang, Xiaobo Zhou, Ju Lu, Jeff Lichtman, Donald A. Adjeroh, Stephen T. C. Wong:
3D Axon Structure Extraction and Analysis in Confocal Fluorescence Microscopy Images. Neural Comput. 20(8): 1899-1927 (2008) - [j32]Tianming Liu, Gang Li, Jingxin Nie, Ashley Tarokh, Xiaobo Zhou, Lei Guo, Jarema Malicki, Weiming Xia, Stephen T. C. Wong:
An Automated Method for Cell Detection in Zebrafish. Neuroinformatics 6(1): 5-21 (2008) - [j31]Fuhai Li, Xiaobo Zhou, Jinmin Zhu, Weiming Xia, Jinwen Ma, Stephen T. C. Wong:
Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals. Neuroinformatics 6(2): 97-108 (2008) - [j30]Xiaobo Zhou, Stephen T. C. Wong:
Computational Systems Bioinformatics and Bioimaging for Pathway Analysis and Drug Screening. Proc. IEEE 96(8): 1310-1331 (2008) - [j29]Pingkun Yan, Xiaobo Zhou, Mubarak Shah, Stephen T. C. Wong:
Automatic Segmentation of High-Throughput RNAi Fluorescent Cellular Images. IEEE Trans. Inf. Technol. Biomed. 12(1): 109-117 (2008) - [j28]Zheng Xia, Xishi Huang, Xiaobo Zhou, Youxian Sun, Vasilis Ntziachristos, Stephen T. C. Wong:
Registration of 3-D CT and 2-D Flat Images of Mouse via Affine Transformation. IEEE Trans. Inf. Technol. Biomed. 12(5): 569-578 (2008) - [j27]Tuan D. Pham, Honghui Wang, Xiaobo Zhou, Dominik Beck, Miriam Brandl, Gerard Hoehn, Joseph Azok, Marie-Luise Brennan, Stanley L. Hazen, King C. Li, Stephen T. C. Wong:
Computational Prediction Models for Early Detection of Risk of Cardiovascular Events Using Mass Spectrometry Data. IEEE Trans. Inf. Technol. Biomed. 12(5): 636-643 (2008) - [c35]Jun Wang, Shih-Fu Chang, Xiaobo Zhou, Stephen T. C. Wong:
Active microscopic cellular image annotation by superposable graph transduction with imbalanced labels. CVPR 2008 - [c34]Jianqiu Zhang, Honghui Wang, Anthony Suffredini, Denise Gonzales, Elias Gonzalez, Yufei Huang, Xiaobo Zhou:
Bayesian peak detection for Pro-TOF MS MALDI data. ICASSP 2008: 661-664 - [c33]Dat Tran, Tuan Pham, Xiaobo Zhou:
Subspace Vector Quantization and Markov Modeling for Cell Phase Classification. ICIAR 2008: 844-853 - [c32]Tuan D. Pham, Dominik Beck, Miriam Brandl, Xiaobo Zhou:
Classification of Proteomic Signals by Block Kriging Error Matching. ICISP 2008: 281-288 - [c31]Yuan Wang, Xiaobo Zhou, Honghui Wang, King C. Li, Lixiu Yao, Stephen T. C. Wong:
Reversible jump MCMC approach for peak identification for stroke SELDI mass spectrometry using mixture model. ISMB 2008: 407-413 - [c30]Donggang Yu, Tuan D. Pham, Xiaobo Zhou:
Detection and Analysis of Cell Nuclear Phases. KES (1) 2008: 401-408 - [c29]Tuan D. Pham, Honghui Wang, Xiaobo Zhou, Dominik Beck, Miriam Brandl, Gerard Hoehn, Joseph Azok, Marie-Luise Brennan, Stanley L. Hazen, Stephen T. C. Wong:
Classification of Mass Spectrometry Based Protein Markers by Kriging Error Matching. MDA 2008: 82-94 - [c28]Wengang Zhou, Houqiang Li, Xiaobo Zhou:
3D Dendrite Reconstruction and Spine Identification. MICCAI (2) 2008: 18-26 - 2007
- [j26]Meng Wang, Xiaobo Zhou, Randy W. King, Stephen T. C. Wong:
Context based mixture model for cell phase identification in automated fluorescence microscopy. BMC Bioinform. 8 (2007) - [j25]Tuan D. Pham, Dat Tran, Xiaobo Zhou:
Fuzzy information fusion of classification models for high-throughput image screening of cancer cells in time-lapse microscopy. Int. J. Knowl. Based Intell. Eng. Syst. 11(4): 237-246 (2007) - [j24]Zheng Xia, Xiaobo Zhou, Zheng Yin, Youxian Sun, Stephen T. C. Wong, Yong Mao:
Automated recognition of cellular phenotypes by support vector machines with feature reduction. Int. J. Knowl. Based Intell. Eng. Syst. 11(4): 247-253 (2007) - [j23]Yong Zhang, Xiaobo Zhou, Alexei Degterev, Marta Lipinski, Donald A. Adjeroh, Junying Yuan, Stephen T. C. Wong:
Automated neurite extraction using dynamic programming for high-throughput screening of neuron-based assays. NeuroImage 35(4): 1502-1515 (2007) - [j22]Yong Zhang, Xiaobo Zhou, Rochelle M. Witt, Bernardo L. Sabatini, Donald A. Adjeroh, Stephen T. C. Wong:
Dendritic spine detection using curvilinear structure detector and LDA classifier. NeuroImage 36(2): 346-360 (2007) - [j21]Ranga Srinivasan, Xiaobo Zhou, Eric L. Miller, Ju Lu, Jeff Litchman, Stephen T. C. Wong:
Automated Axon Tracking of 3D Confocal Laser Scanning Microscopy Images Using Guided Probabilistic Region Merging. Neuroinformatics 5(3): 189-203 (2007) - [c27]Lelin Zhang, Hongkai Xiong, Kai Zhang, Xiaobo Zhou:
Graph Theory Application in Cell Nuleus Segmentation, Tracking and Identification. BIBE 2007: 226-232 - [c26]Kai Zhang, Hongkai Xiong, Xiaobo Zhou:
A Simulation-Based 3D Axon Axis Extraction in Confocal Fluorescence Microscopy Images. BIBE 2007: 246-250 - [c25]Kai Zhang, Hongkai Xiong, Xiaobo Zhou, Stephen T. C. Wong:
A 3D Self-Adjust Region Growing Method for Axon Extraction. ICIP (2) 2007: 433-436 - [c24]Meng Wang, Xiaobo Zhou, Fuhai Li, Jeremy F. Huckins, Randy W. King, Stephen T. C. Wong:
Novel Cell Segmentation and Online Learning Algorithms for Cell Phase Identification in Automated Time-lapse Microscopy. ISBI 2007: 65-68 - [c23]Cheng Chen, Houqiang Li, Xiaobo Zhou, Stephen T. C. Wong:
Graph Cut Based Active Contour for Automated Cellular Image Segmentation in High Throughput Rna Interface (rnai) Screening. ISBI 2007: 69-72 - [c22]Jun Wang, Xiaobo Zhou, Ju Lu, Jeff Lichtman, Shih-Fu Chang, Stephen T. C. Wong:
Dynamic Local Tracing for 3d Axon Curvilinear Structure Detection from Microscopic Image Stack. ISBI 2007: 81-84 - [c21]Ranga Srinivasan, Xiaobo Zhou, Eric L. Miller, Ju Lu, Jeff Lichtman, Stephen T. C. Wong:
3-D Centerline Extraction of Axons in Microscopic Stacks for the Study of Motor Neuron Behavior in Developing Muscles. ISBI 2007: 93-96 - [c20]Wenjia Bai, Xiaobo Zhou, Jinmin Zhu, Liang Ji, Stephen T. C. Wong:
Tracking of Migrating Glioma Cells in Feature Space. ISBI 2007: 272-275 - [c19]Yong Zhang, Xiaobo Zhou, Rochelle M. Witt, Bernardo L. Sabatini, Donald A. Adjeroh, Stephen T. C. Wong:
Automated Spine Detection Using Curvilinear Structure Detector and LDA Classifier. ISBI 2007: 528-531 - [c18]Xiaobo Zhou, Jian Chen, Jinmin Zhu, Fuhai Li, Xudong Huang, Stephen T. C. Wong:
Study of CuO Nanoparticle-induced Cell Death by High Content Cellular Fluorescence Imaging and Analysis. ISCAS 2007: 2878-2881 - [c17]Zheng Yin, Xiaobo Zhou, Honghui Wang, Youxian Sun, Stephen T. C. Wong:
Detecting Biomarkers for Major Adverse Cardiac Events Using SVM with PLS Feature Selection and Extraction. ISNN (2) 2007: 1097-1106 - [c16]Xia Zheng, Xiaobo Zhou, Youxian Sun, Stephen T. C. Wong:
Registration of 3D FMT and CT Images of Mouse Via Affine Transformation with Bayesian Iterative Closest Points. ISNN (2) 2007: 1140-1149 - [c15]Donggang Yu, Tuan D. Pham, Xiaobo Zhou:
Analysis and Recognition of Touching Cell Images Based on Morphological Structures. KES (1) 2007: 439-446 - [c14]Tuan D. Pham, Xiaobo Zhou:
A Novel Image Feature for Nuclear-Phase Classification in High Content Screening. MDA 2007: 84-93 - [c13]Cheng Chen, Houqiang Li, Xiaobo Zhou:
Automated Segmentation of Drosophila RNAi Fluorescence Cellular Images Using Graph Cuts. MMM (1) 2007: 116-125 - [c12]Kai Zhang, Hongkai Xiong, Lei Yang, Xiaobo Zhou:
A Novel Coarse-to-Fine Adaptation Segmentation Approach for Cellular Image Analysis. MMM (1) 2007: 762-771 - 2006
- [j20]Xiaobo Zhou, James Chou, Stephen T. C. Wong:
Protein structure similarity from principle component correlation analysis. BMC Bioinform. 7: 40 (2006) - [j19]Tuan D. Pham, Dat Tran, Xiaobo Zhou, Stephen T. C. Wong:
Integrated Algorithms for Image Analysis and Classification of Nuclear Division for High-Content Cell-Cycle Screening. Int. J. Comput. Intell. Appl. 6(1): 21-43 (2006) - [j18]Xiaobo Zhou, Xinhua Cao, Zach Perlman, Stephen T. C. Wong:
A computerized cellular imaging system for high content analysis in Monastrol suppressor screens. J. Biomed. Informatics 39(2): 115-125 (2006) - [j17]Xiaobo Zhou, Jinmin Zhu, Kuang-Yu Liu, Bernardo L. Sabatini, Stephen T. C. Wong:
Mutual information-based feature selection in studying perturbation of dendritic structure caused by TSC2 inactivation. Neuroinformatics 4(1): 81-94 (2006) - [j16]Kuang-Yu Liu, Xiaobo Zhou, Kinhong Kan, Stephen T. C. Wong:
Bayesian variable selection for gene expression modeling with regulatory motif binding sites in neuroinflammatory events. Neuroinformatics 4(1): 95-117 (2006) - [j15]Xiaobo Zhou, Stephen T. C. Wong:
Informatics challenges of high-throughput microscopy. IEEE Signal Process. Mag. 23(3): 63-72 (2006) - [j14]Xiaowei Chen, Xiaobo Zhou, Stephen T. C. Wong:
Automated segmentation, classification, and tracking of cancer cell nuclei in time-lapse microscopy. IEEE Trans. Biomed. Eng. 53(4): 762-766 (2006) - [j13]Xiaodong Yang, Houqiang Li, Xiaobo Zhou:
Nuclei Segmentation Using Marker-Controlled Watershed, Tracking Using Mean-Shift, and Kalman Filter in Time-Lapse Microscopy. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(11): 2405-2414 (2006) - [j12]Guanglei Xiong, Xiaobo Zhou, Liang Ji:
Automated Segmentation of Drosophila RNAi Fluorescence Cellular Images Using Deformable Models. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(11): 2415-2424 (2006) - [c11]Tuan D. Pham, Vikram Chandramohan, Xiaobo Zhou, Stephen T. C. Wong:
Robust Feature Extraction and Reduction of Mass Spectrometry Data for Cancer Classification. ICDM Workshops 2006: 202-206 - [c10]Guanglei Xiong, Xiaobo Zhou, Liang Ji, Pamela Bradley, Norbert Perrimon, Stephen T. C. Wong:
Segmentation of Drosophila RNAI Fluorescence Images Using Level Sets. ICIP 2006: 73-76 - [c9]Jun Yan, Xiaobo Zhou, Qiong Yang, Ning Liu, QianSheng Cheng, Stephen T. C. Wong:
An Effective System for Optical Microscopy Cell Image Segmentation, Tracking and Cell Phase Identification. ICIP 2006: 1917-1920 - [c8]Guanglei Xiong, Xiaobo Zhou, Liang Ji, Alexei Degterev, Stephen T. C. Wong:
Automated labeling of neurites in fluorescence microscopy images. ISBI 2006: 534-537 - [c7]Xiaodong Yang, Houqiang Li, Xiaobo Zhou, Stephen T. C. Wong:
Identification of Cell-Cycle Phases Using Neural Network and Steerable Filter Features. ISNN (2) 2006: 702-709 - [c6]Yong Mao, Zheng Xia, Daoying Pi, Xiaobo Zhou, Youxian Sun, Stephen T. C. Wong:
Automated Recognition of Cellular Phenotypes by Support Vector Machines with Feature Reduction. KES (1) 2006: 171-178 - [c5]Yong Mao, Xiaobo Zhou, Zheng Yin, Daoying Pi, Youxian Sun, Stephen T. C. Wong:
Gene Selection Using Gaussian Kernel Support Vector Machine Based Recursive Feature Elimination with Adaptive Kernel Width Strategy. RSKT 2006: 799-806 - 2005
- [c4]Xiaoyin Xu, Xiaowei Chen, Kuang-Yu Liu, Jinmin Zhu, Xiaobo Zhou, Stephen T. C. Wong:
A computer-based system to analyze neuron images. ISCAS (5) 2005: 4225-4228 - [c3]Xiaobo Zhou, Stephen T. C. Wong:
Dynamic sub-cellular behavior study in high content imaging using a multi-threshold approach. ISCAS (5) 2005: 4787-4790 - [c2]Xiaobo Zhou, Kuang-Yu Liu, Guangqin Li, Stephen T. C. Wong:
Model the Relationship Between Gene Expression and TFBSs Using a Simplified Neural Network with Bayesian Variable Selection. ISNN (3) 2005: 719-724 - [c1]Xiaobo Zhou, Kuang-Yu Liu, Pamela Bradley, Norbert Perrimon, Stephen T. C. Wong:
Towards Automated Cellular Image Segmentation for RNAi Genome-Wide Screening. MICCAI 2005: 885-892 - 2004
- [j11]Xiaobo Zhou, Xiaodong Wang, Ranadip Pal, Ivan Ivanov, Michael L. Bittner, Edward R. Dougherty:
A Bayesian connectivity-based approach to constructing probabilistic gene regulatory networks. Bioinform. 20(17): 2918-2927 (2004) - [j10]Xiaobo Zhou, Xiaodong Wang:
FIR-median hybrid filters with polynomial fitting. Digit. Signal Process. 14(2): 112-124 (2004) - [j9]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty:
Gene Prediction Using Multinomial Probit Regression with Bayesian Gene Selection. EURASIP J. Adv. Signal Process. 2004(1): 115-124 (2004) - [j8]Xiaobo Zhou, Kuang-Yu Liu, Stephen T. C. Wong:
Cancer classification and prediction using logistic regression with Bayesian gene selection. J. Biomed. Informatics 37(4): 249-259 (2004) - [j7]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty, Daniel E. Russ, Edward Suh:
Gene Clustering Based on Clusterwide Mutual Information. J. Comput. Biol. 11(1): 147-161 (2004) - [j6]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty:
A Bayesian approach to nonlinear probit gene selection and classification. J. Frankl. Inst. 341(1-2): 137-156 (2004) - [j5]Guosen Yue, Xiaobo Zhou, Xiaodong Wang:
Performance comparisons of channel estimation techniques in multipath fading CDMA. IEEE Trans. Wirel. Commun. 3(3): 716-724 (2004) - 2003
- [j4]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty:
Missing-value estimation using linear and non-linear regression with Bayesian gene selection. Bioinform. 19(17): 2302-2307 (2003) - [j3]Xiaobo Zhou, Xiaodong Wang:
Receiver techniques for ultra-wide-band multiuser systems over fading multipath channels. J. Commun. Networks 5(2): 167-173 (2003) - [j2]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty:
Construction of genomic networks using mutual-information clustering and reversible-jump Markov-chain-Monte-Carlo predictor design. Signal Process. 83(4): 745-761 (2003) - [j1]Xiaobo Zhou, Xiaodong Wang:
Channel estimation for OFDM systems using adaptive radial basis function networks. IEEE Trans. Veh. Technol. 52(1): 48-59 (2003)
Coauthor Index
[j65] [j63] [j62] [j61] [j59] [j55] [j54] [j53] [j52] [j51] [c44] [j50] [j46] [j45] [j44] [j43] [j42] [j40] [j39] [c40] [c39] [c38] [c37] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [c35] [c31] [c29] [j26] [j24] [j23] [j22] [j21] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [j8]
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