Missing-value estimation using linear and non-linear regression with Bayesian gene selection. - Xiaobo Zhou 001; Xiaodong Wang 001; Edward R. Dougherty (Bioinform., 2003)

Receiver techniques for ultra-wide-band multiuser systems over fading multipath channels. - Xiaobo Zhou 001; Xiaodong Wang 001 (J. Commun. Networks, 2003)

Construction of genomic networks using mutual-information clustering and reversible-jump Markov-chain-Monte-Carlo predictor design. - Xiaobo Zhou 001; Xiaodong Wang 001; Edward R. Dougherty (Signal Process., 2003)

Channel estimation for OFDM systems using adaptive radial basis function networks. - Xiaobo Zhou 001; Xiaodong Wang 001 (IEEE Trans. Veh. Technol., 2003)

A Bayesian connectivity-based approach to constructing probabilistic gene regulatory networks. - Xiaobo Zhou 001; Xiaodong Wang 001; Ranadip Pal; Ivan Ivanov 001; Michael L. Bittner; Edward R. Dougherty (Bioinform., 2004)

FIR-median hybrid filters with polynomial fitting. - Xiaobo Zhou 001; Xiaodong Wang 001 (Digit. Signal Process., 2004)

Gene Prediction Using Multinomial Probit Regression with Bayesian Gene Selection. - Xiaobo Zhou 001; Xiaodong Wang 001; Edward R. Dougherty (EURASIP J. Adv. Signal Process., 2004)

Cancer classification and prediction using logistic regression with Bayesian gene selection. - Xiaobo Zhou 001; Kuang-Yu Liu; Stephen T. C. Wong (J. Biomed. Informatics, 2004)

Gene Clustering Based on Clusterwide Mutual Information. - Xiaobo Zhou 001; Xiaodong Wang 001; Edward R. Dougherty; Daniel E. Russ; Edward Suh (J. Comput. Biol., 2004)

A Bayesian approach to nonlinear probit gene selection and classification. - Xiaobo Zhou 001; Xiaodong Wang 001; Edward R. Dougherty (J. Frankl. Inst., 2004)

Performance comparisons of channel estimation techniques in multipath fading CDMA. - Guosen Yue; Xiaobo Zhou 001; Xiaodong Wang 001 (IEEE Trans. Wirel. Commun., 2004)

A computer-based system to analyze neuron images. - Xiaoyin Xu; Xiaowei Chen; Kuang-Yu Liu; Jinmin Zhu; Xiaobo Zhou 001; Stephen T. C. Wong (ISCAS (5), 2005)

Dynamic sub-cellular behavior study in high content imaging using a multi-threshold approach. - Xiaobo Zhou 001; Stephen T. C. Wong (ISCAS (5), 2005)

Model the Relationship Between Gene Expression and TFBSs Using a Simplified Neural Network with Bayesian Variable Selection. - Xiaobo Zhou 001; Kuang-Yu Liu; Guangqin Li; Stephen T. C. Wong (ISNN (3), 2005)

Towards Automated Cellular Image Segmentation for RNAi Genome-Wide Screening. - Xiaobo Zhou 001; Kuang-Yu Liu; Pamela Bradley; Norbert Perrimon; Stephen T. C. Wong (MICCAI, 2005)

Robust Feature Extraction and Reduction of Mass Spectrometry Data for Cancer Classification. - Tuan D. Pham; Vikram Chandramohan; Xiaobo Zhou 001; Stephen T. C. Wong (ICDM Workshops, 2006)

Segmentation of Drosophila RNAI Fluorescence Images Using Level Sets. - Guanglei Xiong; Xiaobo Zhou 001; Liang Ji; Pamela Bradley; Norbert Perrimon; Stephen T. C. Wong (ICIP, 2006)

An Effective System for Optical Microscopy Cell Image Segmentation, Tracking and Cell Phase Identification. - Jun Yan 001; Xiaobo Zhou 001; Qiong Yang; Ning Liu 001; QianSheng Cheng; Stephen T. C. Wong (ICIP, 2006)

Automated labeling of neurites in fluorescence microscopy images. - Guanglei Xiong; Xiaobo Zhou 001; Liang Ji; Alexei Degterev; Stephen T. C. Wong (ISBI, 2006)

Identification of Cell-Cycle Phases Using Neural Network and Steerable Filter Features. - Xiaodong Yang; Houqiang Li; Xiaobo Zhou 001; Stephen T. C. Wong (ISNN (2), 2006)

Automated Recognition of Cellular Phenotypes by Support Vector Machines with Feature Reduction. - Yong Mao; Zheng Xia; Daoying Pi; Xiaobo Zhou 001; Youxian Sun; Stephen T. C. Wong (KES (1), 2006)

Gene Selection Using Gaussian Kernel Support Vector Machine Based Recursive Feature Elimination with Adaptive Kernel Width Strategy. - Yong Mao; Xiaobo Zhou 001; Zheng Yin; Daoying Pi; Youxian Sun; Stephen T. C. Wong (RSKT, 2006)

Protein structure similarity from principle component correlation analysis. - Xiaobo Zhou 001; James Chou; Stephen T. C. Wong (BMC Bioinform., 2006)

Integrated Algorithms for Image Analysis and Classification of Nuclear Division for High-Content Cell-Cycle Screening. - Tuan D. Pham; Dat Tran 001; Xiaobo Zhou 001; Stephen T. C. Wong (Int. J. Comput. Intell. Appl., 2006)

A computerized cellular imaging system for high content analysis in Monastrol suppressor screens. - Xiaobo Zhou 001; Xinhua Cao; Zach Perlman; Stephen T. C. Wong (J. Biomed. Informatics, 2006)

Bayesian variable selection for gene expression modeling with regulatory motif binding sites in neuroinflammatory events. - Kuang-Yu Liu; Xiaobo Zhou 001; Kinhong Kan; Stephen T. C. Wong (Neuroinformatics, 2006)

Mutual information-based feature selection in studying perturbation of dendritic structure caused by TSC2 inactivation. - Xiaobo Zhou 001; Jinmin Zhu; Kuang-Yu Liu; Bernardo L. Sabatini; Stephen T. C. Wong (Neuroinformatics, 2006)

Informatics challenges of high-throughput microscopy. - Xiaobo Zhou 001; Stephen T. C. Wong (IEEE Signal Process. Mag., 2006)

Automated segmentation, classification, and tracking of cancer cell nuclei in time-lapse microscopy. - Xiaowei Chen; Xiaobo Zhou 001; Stephen T. C. Wong (IEEE Trans. Biomed. Eng., 2006)

Automated Segmentation of Drosophila RNAi Fluorescence Cellular Images Using Deformable Models. - Guanglei Xiong; Xiaobo Zhou 001; Liang Ji (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

Nuclei Segmentation Using Marker-Controlled Watershed, Tracking Using Mean-Shift, and Kalman Filter in Time-Lapse Microscopy. - Xiaodong Yang; Houqiang Li; Xiaobo Zhou 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

A Simulation-Based 3D Axon Axis Extraction in Confocal Fluorescence Microscopy Images. - Kai Zhang; Hongkai Xiong; Xiaobo Zhou 001 (BIBE, 2007)

Graph Theory Application in Cell Nuleus Segmentation, Tracking and Identification. - Lelin Zhang; Hongkai Xiong; Kai Zhang; Xiaobo Zhou 001 (BIBE, 2007)

A 3D Self-Adjust Region Growing Method for Axon Extraction. - Kai Zhang; Hongkai Xiong; Xiaobo Zhou 001; Stephen T. C. Wong (ICIP (2), 2007)

Tracking of Migrating Glioma Cells in Feature Space. - Wenjia Bai; Xiaobo Zhou 001; Jinmin Zhu; Liang Ji; Stephen T. C. Wong (ISBI, 2007)

Graph Cut Based Active Contour for Automated Cellular Image Segmentation in High Throughput Rna Interface (rnai) Screening. - Cheng Chen; Houqiang Li; Xiaobo Zhou 001; Stephen T. C. Wong (ISBI, 2007)

3-D Centerline Extraction of Axons in Microscopic Stacks for the Study of Motor Neuron Behavior in Developing Muscles. - Ranga Srinivasan; Xiaobo Zhou 001; Eric L. Miller 001; Ju Lu; Jeff Lichtman; Stephen T. C. Wong (ISBI, 2007)

Novel Cell Segmentation and Online Learning Algorithms for Cell Phase Identification in Automated Time-lapse Microscopy. - Meng Wang; Xiaobo Zhou 001; Fuhai Li 001; Jeremy F. Huckins; Randy W. King; Stephen T. C. Wong (ISBI, 2007)

Dynamic Local Tracing for 3d Axon Curvilinear Structure Detection from Microscopic Image Stack. - Jun Wang 006; Xiaobo Zhou 001; Ju Lu; Jeff Lichtman; Shih-Fu Chang; Stephen T. C. Wong (ISBI, 2007)

Automated Spine Detection Using Curvilinear Structure Detector and LDA Classifier. - Yong Zhang 050; Xiaobo Zhou 001; Rochelle M. Witt; Bernardo L. Sabatini; Donald A. Adjeroh; Stephen T. C. Wong (ISBI, 2007)

Study of CuO Nanoparticle-induced Cell Death by High Content Cellular Fluorescence Imaging and Analysis. - Xiaobo Zhou 001; Jian Chen; Jinmin Zhu; Fuhai Li 001; Xudong Huang; Stephen T. C. Wong (ISCAS, 2007)

Detecting Biomarkers for Major Adverse Cardiac Events Using SVM with PLS Feature Selection and Extraction. - Zheng Yin; Xiaobo Zhou 001; Honghui Wang; Youxian Sun; Stephen T. C. Wong (ISNN (2), 2007)

Registration of 3D FMT and CT Images of Mouse Via Affine Transformation with Bayesian Iterative Closest Points. - Xia Zheng; Xiaobo Zhou 001; Youxian Sun; Stephen T. C. Wong (ISNN (2), 2007)

A Novel Image Feature for Nuclear-Phase Classification in High Content Screening. - Tuan D. Pham; Xiaobo Zhou 001 (MDA, 2007)

Automated Segmentation of Drosophila RNAi Fluorescence Cellular Images Using Graph Cuts. - Cheng Chen; Houqiang Li; Xiaobo Zhou 001 (MMM (1), 2007)

A Novel Coarse-to-Fine Adaptation Segmentation Approach for Cellular Image Analysis. - Kai Zhang; Hongkai Xiong; Lei Yang 029; Xiaobo Zhou 001 (MMM (1), 2007)

Context based mixture model for cell phase identification in automated fluorescence microscopy. - Meng Wang; Xiaobo Zhou 001; Randy W. King; Stephen T. C. Wong (BMC Bioinform., 2007)

Fuzzy information fusion of classification models for high-throughput image screening of cancer cells in time-lapse microscopy. - Tuan D. Pham; Dat Tran 001; Xiaobo Zhou 001 (Int. J. Knowl. Based Intell. Eng. Syst., 2007)

Automated recognition of cellular phenotypes by support vector machines with feature reduction. - Zheng Xia; Xiaobo Zhou 001; Zheng Yin; Youxian Sun; Stephen T. C. Wong; Yong Mao (Int. J. Knowl. Based Intell. Eng. Syst., 2007)

Dendritic spine detection using curvilinear structure detector and LDA classifier. - Yong Zhang 050; Xiaobo Zhou 001; Rochelle M. Witt; Bernardo L. Sabatini; Donald A. Adjeroh; Stephen T. C. Wong (NeuroImage, 2007)

Automated neurite extraction using dynamic programming for high-throughput screening of neuron-based assays. - Yong Zhang 050; Xiaobo Zhou 001; Alexei Degterev; Marta Lipinski; Donald A. Adjeroh; Junying Yuan; Stephen T. C. Wong (NeuroImage, 2007)

Automated Axon Tracking of 3D Confocal Laser Scanning Microscopy Images Using Guided Probabilistic Region Merging. - Ranga Srinivasan; Xiaobo Zhou 001; Eric L. Miller 001; Ju Lu; Jeff Litchman; Stephen T. C. Wong (Neuroinformatics, 2007)

Active microscopic cellular image annotation by superposable graph transduction with imbalanced labels. - Jun Wang 006; Shih-Fu Chang; Xiaobo Zhou 001; Stephen T. C. Wong (CVPR, 2008)

Bayesian peak detection for Pro-TOF MS MALDI data. - Jianqiu Zhang 002; Honghui Wang; Anthony Suffredini; Denise Gonzales; Elias Gonzalez; Yufei Huang 001; Xiaobo Zhou 001 (ICASSP, 2008)

Subspace Vector Quantization and Markov Modeling for Cell Phase Classification. - Dat Tran 001; Tuan Pham; Xiaobo Zhou 001 (ICIAR, 2008)

Classification of Proteomic Signals by Block Kriging Error Matching. - Tuan D. Pham; Dominik Beck; Miriam Brandl; Xiaobo Zhou 001 (ICISP, 2008)

Reversible jump MCMC approach for peak identification for stroke SELDI mass spectrometry using mixture model. - Yuan Wang; Xiaobo Zhou 001; Honghui Wang; King C. Li; Lixiu Yao; Stephen T. C. Wong (ISMB, 2008)

Detection and Analysis of Cell Nuclear Phases. - Donggang Yu; Tuan D. Pham; Xiaobo Zhou 001 (KES (1), 2008)

Classification of Mass Spectrometry Based Protein Markers by Kriging Error Matching. - Tuan D. Pham; Honghui Wang; Xiaobo Zhou 001; Dominik Beck; Miriam Brandl; Gerard Hoehn; Joseph Azok; Marie-Luise Brennan; Stanley L. Hazen; Stephen T. C. Wong (MDA, 2008)

3D Dendrite Reconstruction and Spine Identification. - Wengang Zhou 001; Houqiang Li; Xiaobo Zhou 001 (MICCAI (2), 2008)

Novel cell segmentation and online SVM for cell cycle phase identification in automated microscopy. - Meng Wang; Xiaobo Zhou 001; Fuhai Li 001; Jeremy F. Huckins; Randall W. King; Stephen T. C. Wong (Bioinform., 2008)

Using iterative cluster merging with improved gap statistics to perform online phenotype discovery in the context of high-throughput RNAi screens. - Zheng Yin; Xiaobo Zhou 001; Chris Bakal; Fuhai Li 001; Youxian Sun; Norbert Perrimon; Stephen T. C. Wong (BMC Bioinform., 2008)

Comparison of Bayesian and regression models in missing enzyme identification. - Bo Geng; Xiaobo Zhou 001; Y. S. Hung; Stephen T. C. Wong (Int. J. Bioinform. Res. Appl., 2008)

Peak detection using peak tree approach for mass spectrometry data. - Peng Zhang 080; Houqiang Li; Xiaobo Zhou 001; Stephen T. C. Wong (Int. J. Hybrid Intell. Syst., 2008)

Comparison of reversible-jump Markov-chain-Monte-Carlo learning approach with other methods for missing enzyme identification. - Bo Geng; Xiaobo Zhou 001; Jinmin Zhu; Y. S. Hung; Stephen T. C. Wong (J. Biomed. Informatics, 2008)

3D Axon Structure Extraction and Analysis in Confocal Fluorescence Microscopy Images. - Yong Zhang 050; Xiaobo Zhou 001; Ju Lu; Jeff Lichtman; Donald A. Adjeroh; Stephen T. C. Wong (Neural Comput., 2008)

Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals. - Fuhai Li 001; Xiaobo Zhou 001; Jinmin Zhu; Weiming Xia; Jinwen Ma; Stephen T. C. Wong (Neuroinformatics, 2008)

An Automated Method for Cell Detection in Zebrafish. - Tianming Liu 001; Gang Li 001; Jingxin Nie; Ashley Tarokh; Xiaobo Zhou 001; Lei Guo 002; Jarema Malicki; Weiming Xia; Stephen T. C. Wong (Neuroinformatics, 2008)

Computational Systems Bioinformatics and Bioimaging for Pathway Analysis and Drug Screening. - Xiaobo Zhou 001; Stephen T. C. Wong (Proc. IEEE, 2008)

Computational Prediction Models for Early Detection of Risk of Cardiovascular Events Using Mass Spectrometry Data. - Tuan D. Pham; Honghui Wang; Xiaobo Zhou 001; Dominik Beck; Miriam Brandl; Gerard Hoehn; Joseph Azok; Marie-Luise Brennan; Stanley L. Hazen; King C. Li; Stephen T. C. Wong (IEEE Trans. Inf. Technol. Biomed., 2008)

Registration of 3-D CT and 2-D Flat Images of Mouse via Affine Transformation. - Zheng Xia; Xishi Huang; Xiaobo Zhou 001; Youxian Sun; Vasilis Ntziachristos; Stephen T. C. Wong (IEEE Trans. Inf. Technol. Biomed., 2008)

Automatic Segmentation of High-Throughput RNAi Fluorescent Cellular Images. - Pingkun Yan; Xiaobo Zhou 001; Mubarak Shah; Stephen T. C. Wong (IEEE Trans. Inf. Technol. Biomed., 2008)

Equilibrium modeling for 3D curvilinear structure tracking of confocal microscopy images. - Yang Zhao; Hongkai Xiong; Kai Zhang; Xiaobo Zhou 001 (ICIP, 2009)

A Novel Surface-Based Geometric Approach for 3D Dendritic Spine Detection from Multi-Photon Excitation Microscopy Images. - Qing Li 008; Xiaobo Zhou 001; Zhigang Deng 001; Matthew Baron; Merille A. Teylan; Yong Kim; Stephen T. C. Wong (ISBI, 2009)

Integrating Multi-Scale Blob/Curvilinear Detector Techniques and Multi-Level Sets for Automated Segmentation of Stem Cell Images. - Huiming Peng; Xiaobo Zhou 001; Fuhai Li 001; Xiaofeng Xia; Stephen T. C. Wong (ISBI, 2009)

Online Three-Dimensional Dendritic Spines Mophological Classification Based on Semi-Supervised Learning. - Peng Shi 004; Xiaobo Zhou 001; Qing Li 008; Matthew Baron; Merille A. Teylan; Yong Kim; Stephen T. C. Wong (ISBI, 2009)

An Interactive Geometric Technique for Upper and Lower Teeth Segmentation. - Binh Huy Le; Zhigang Deng 001; James J. Xia; Yu-Bing Chang; Xiaobo Zhou 001 (MICCAI (1), 2009)

Cell Segmentation Using Front Vector Flow Guided Active Contours. - Fuhai Li 001; Xiaobo Zhou 001; Hong Zhao; Stephen T. C. Wong (MICCAI (1), 2009)

Conditional random pattern algorithm for LOH inference and segmentation. - Ling-Yun Wu; Xiaobo Zhou 001; Fuhai Li 001; Xiaorong Yang; Chung-Che Chang; Stephen T. C. Wong (Bioinform., 2009)

Analysis and recognition of touching cell images based on morphological structures. - Donggang Yu; Tuan D. Pham; Xiaobo Zhou 001 (Comput. Biol. Medicine, 2009)

3D neuron dendritic spine detection and dendrite reconstruction. - Wengang Zhou 001; Houqiang Li; Xiaobo Zhou 001 (Int. J. Comput. Aided Eng. Technol., 2009)

Imaging informatics for personalised medicine: applications and challenges. - Tianming Liu 001; Hanchuan Peng; Xiaobo Zhou 001 (Int. J. Funct. Informatics Pers. Medicine, 2009)

An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling. - Jun Wang 006; Xiaobo Zhou 001; Fuhai Li 001; Pamela Bradley; Shih-Fu Chang; Norbert Perrimon; Stephen T. C. Wong (J. Biomed. Informatics, 2009)

An Automated Pipeline for Dendrite Spine Detection and Tracking of 3D Optical Microscopy Neuron Images of In Vivo Mouse Models. - Jing Fan; Xiaobo Zhou 001; Jennifer G. Dy; Yong Zhang 050; Stephen T. C. Wong (Neuroinformatics, 2009)

Automated Axon Tracking of 3D Confocal Laser Scanning Microscopy Images Using Guided Probabilistic Region Merging. - Ranga Srinivasan; Xiaobo Zhou 001; Eric L. Miller 001; Ju Lu; Jeff W. Lichtman; Stephen T. C. Wong (Neuroinformatics, 2009)

Growing enzyme gene networks by integration of gene expression, motif sequence, and metabolic information. - Bo Geng; Xiaobo Zhou 001; Y. S. Hung (Pattern Recognit., 2009)

Online phenotype discovery based on minimum classification error model. - Zheng Yin; Xiaobo Zhou 001; Youxian Sun; Stephen T. C. Wong (Pattern Recognit., 2009)

Recognition and analysis of cell nuclear phases for high-content screening based on morphological features. - Donggang Yu; Tuan D. Pham; Xiaobo Zhou 001; Stephen T. C. Wong (Pattern Recognit., 2009)

Unraveling the signal-transduction networks in cancer metastasis [Life Sciences]. - Guangxu Jin; Kemi Cui; Xiaobo Zhou 001; Stephen T. C. Wong (IEEE Signal Process. Mag., 2009)

A Novel Cell Segmentation Method and Cell Phase Identification Using Markov Model. - Xiaobo Zhou 001; Fuhai Li 001; Jun Jun Yan; Stephen T. C. Wong (IEEE Trans. Inf. Technol. Biomed., 2009)

A graph-based elastic net for variable selection and module identification for genomic data analysis. - Zheng Xia; Xiaobo Zhou 001; Wei Chen 037; Chunqi Chang (BIBM, 2010)

Ratio-hypothesis-based Fuzzy Fusion with Application to Classification of Cellular Morphologies. - Tuan D. Pham; Xiaobo Zhou 001 (BIOSIGNALS, 2010)

Optimal Live Cell Tracking for Cell Cycle Study Using Time-Lapse Fluorescent Microscopy Images. - Fuhai Li 001; Xiaobo Zhou 001; Stephen T. C. Wong (MLMI, 2010)

Automated Digital Dental Articulation. - James J. Xia; Yu-Bing Chang; Jaime Gateno; Zixiang Xiong; Xiaobo Zhou 001 (MICCAI (3), 2010)

Correlation-based cluster-space transform for major adverse cardiac event prediction. - Yi Xiao 010; Tuan D. Pham; Xiuping Jia; Xiaobo Zhou 001; Hong Yan 001 (SMC, 2010)

Reconstruction of the neuromuscular junction connectome. - Ranga Srinivasan; Qing Li 008; Xiaobo Zhou 001; Ju Lu; Jeff Lichtman; Stephen T. C. Wong (Bioinform., 2010)

Using manifold embedding for assessing and predicting protein interactions from high-throughput experimental data. - Zhuhong You; Ying-Ke Lei; Jie Gui; De-Shuang Huang; Xiaobo Zhou 001 (Bioinform., 2010)

Predicting enzyme targets for cancer drugs by profiling human Metabolic reactions in NCI-60 cell lines. - Limin Li; Xiaobo Zhou 001; Wai-Ki Ching; Ping Wang (BMC Bioinform., 2010)

Conditional random pattern model for copy number aberration detection. - Fuhai Li 001; Xiaobo Zhou 001; Wanting Huang; Chung-Che Chang; Stephen T. C. Wong (BMC Bioinform., 2010)

A semi-supervised learning approach to predict synthetic genetic interactions by combining functional and topological properties of functional gene network. - Zhuhong You; Zheng Yin; Kyungsook Han; De-Shuang Huang; Xiaobo Zhou 001 (BMC Bioinform., 2010)

An information-flow-based model with dissipation, saturation and direction for active pathway inference. - Xian-Wen Ren; Xiaobo Zhou 001; Ling-Yun Wu; Xiang-Sun Zhang (BMC Syst. Biol., 2010)

Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces. - Zheng Xia; Ling-Yun Wu; Xiaobo Zhou 001; Stephen T. C. Wong (BMC Syst. Biol., 2010)

Oriented Markov Random Field Based Dendritic Spine Segmentation for Fluorescence Microscopy Images. - Jie Cheng; Xiaobo Zhou 001; Eric L. Miller 001; Veronica A. Alvarez; Bernardo L. Sabatini; Stephen T. C. Wong (Neuroinformatics, 2010)

An Automatic and Robust Algorithm of Reestablishment of Digital Dental Occlusion. - Yu-Bing Chang; James J. Xia; Jaime Gateno; Zixiang Xiong; Xiaobo Zhou 001; Stephen T. C. Wong (IEEE Trans. Medical Imaging, 2010)

Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis. - Fuhai Li 001; Xiaobo Zhou 001; Jinwen Ma; Stephen T. C. Wong (IEEE Trans. Medical Imaging, 2010)

Bayesian peptide peak detection for high resolution TOF mass spectrometry. - Jianqiu Zhang 002; Xiaobo Zhou 001; Honghui Wang; Anthony Suffredini; Lin Zhang 015; Yufei Huang 001; Stephen T. C. Wong (IEEE Trans. Signal Process., 2010)

Symmetry-based presentation for stem-cell image segmentation. - Yi Xiao 010; Tuan D. Pham; Chung-Che Jeff Chang; Xiaobo Zhou 001 (ICCABS, 2011)

A double thresholding method for cancer stem cell detection. - Jinwei Xu; Tuan D. Pham; Xiaobo Zhou 001 (ISPA, 2011)

Searchlight CT: a new reconstruction method for collimated X-ray tomography. - Robert Azencott; Anando Sen; Bernhard G. Bodmann; King C. Li; Demetrio Labate; Xiaobo Zhou 001 (VALUETOOLS, 2011)

An enhanced Petri-net model to predict synergistic effects of pairwise drug combinations from gene microarray data. - Guangxu Jin; Hong Zhao; Xiaobo Zhou 001; Stephen T. C. Wong (Bioinform., 2011)

NSMAP: A Method for Spliced Isoforms Identification and Quantification from RNA-Seq. - Zheng Xia; Jianguo Wen; Chung-Che Chang; Xiaobo Zhou 001 (BMC Bioinform., 2011)

Peak Tree: A New Tool for Multiscale Hierarchical Representation and Peak Detection of Mass Spectrometry Data. - Peng Zhang 080; Houqiang Li; Honghui Wang; Stephen T. C. Wong; Xiaobo Zhou 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

A Global Spatial Similarity Optimization Scheme to Track Large Numbers of Dendritic Spines in Time-Lapse Confocal Microscopy. - Qing Li 008; Zhigang Deng 001; Yong Zhang 050; Xiaobo Zhou 001; U. Valentin Nägerl; Stephen T. C. Wong (IEEE Trans. Medical Imaging, 2011)

A Novel Approach Based on Joint Optimization of Alignment and Statistical Surface Representation with Wavelet Transform for CBCT Segmentation. - Yu-Bing Chang; Peng Yuan 001; Tai-Hong Kuo; Zixiang Xiong; Jaime Gateno; James J. Xia; Xiaobo Zhou 001 (CIBB, 2012)

Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations. - Binbin Pan; James J. Xia; Peng Yuan 001; Jaime Gateno; Horace Ho-Shing Ip; Qizhen He; Philip K. M. Lee; Ben Chow; Xiaobo Zhou 001 (MICCAI (1), 2012)

A novel missense-mutation-related feature extraction scheme for 'driver' mutation identification. - Hua Tan; Jiguang Bao; Xiaobo Zhou 001 (Bioinform., 2012)

Multi-scale agent-based brain cancer modeling and prediction of TKI treatment response: Incorporating EGFR signaling pathway and angiogenesis. - Xiaoqiang Sun; Le Zhang 004; Hua Tan; Jiguang Bao; Costas G. Strouthos; Xiaobo Zhou 001 (BMC Bioinform., 2012)

A Computational model for compressed sensing RNAi cellular screening. - Hua Tan; Jing Fan; Jiguang Bao; Jennifer G. Dy; Xiaobo Zhou 001 (BMC Bioinform., 2012)

FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq. - Chenglin Liu; Jinwen Ma; Chung-Che Jeff Chang; Xiaobo Zhou 001 (BMC Bioinform., 2013)

A novel network and sparsity constraint regression model for functional module identification in genomic data analysis. - Zheng Xia; Wei Chen 037; Chunqi Chang; Xiaobo Zhou 001 (Int. J. Data Min. Bioinform., 2013)

Systems Modeling of Anti-apoptotic Pathways in Prostate Cancer: Psychological Stress Triggers a Synergism Pattern Switch in Drug Combination Therapy. - Xiaoqiang Sun; Jiguang Bao; Kyle C. Nelson; King Chuen Li; George Kulik; Xiaobo Zhou 001 (PLoS Comput. Biol., 2013)

Characterization of p38 MAPK isoforms for drug resistance study using systems biology approach. - Huiming Peng; Tao Peng; Jianguo Wen; David A. Engler; Risë K. Matsunami; Jing Su 003; Le Zhang 004; Chung-Che Jeff Chang; Xiaobo Zhou 001 (Bioinform., 2014)

Multiscale agent-based modelling of ovarian cancer progression under the stimulation of the STAT 3 pathway. - Le Zhang 004; Yao Xue; Beini Jiang; Costas G. Strouthos; Zhenfeng Duan; Yukun Wu; Jing Su 003; Xiaobo Zhou 001 (Int. J. Data Min. Bioinform., 2014)

Modeling Cell-Cell Interactions in Regulating Multiple Myeloma Initiating Cell Fate. - Tao Peng; Huiming Peng; Dong Soon Choi; Jing Su 003; Chung-Che Chang; Xiaobo Zhou 001 (IEEE J. Biomed. Health Informatics, 2014)

Hybrid Deep Learning for Plant Leaves Classification. - Zhiyu Liu; Lin Zhu 008; Xiao-Ping (Steven) Zhang; Xiaobo Zhou 001; Li Shang; Zhi-Kai Huang; Yong Gan (ICIC (2), 2015)

Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery. - Guangming Zhang; James J. Xia; Xiaoyan Zhang 002; Xiaobo Zhou 001 (ICIP, 2015)

Automated Three-Piece Digital Dental Articulation. - Jianfu Li; Flavio Ferraz; Shunyao Shen; Yi-Fang Lo; Xiaoyan Zhang 002; Peng Yuan 001; Zhen Tang; Ken-Chung Chen; Jaime Gateno; Xiaobo Zhou 001; James J. Xia (MICCAI (1), 2015)

Novel 3D GPU based numerical parallel diffusion algorithms in cylindrical coordinates for health care simulation. - Beini Jiang; Weizhong Dai; Abdul Khaliq; Michelle Carey; Xiaobo Zhou 001; Le Zhang 004 (Math. Comput. Simul., 2015)

FEM Simulation with Realistic Sliding Effect to Improve Facial-Soft-Tissue-Change Prediction Accuracy for Orthognathic Surgery. - Daeseung Kim; Huaming Mai; Chien-Ming Chang; Dennis Chun-Yu Ho; Xiaoyan Zhang 002; Shunyao Shen; Peng Yuan 001; Guangming Zhang; Jaime Gateno; Xiaobo Zhou 001; Michael A. K. Liebschner; James J. Xia (MIAR, 2016)

A Novel Computer-Aided Surgical Simulation (CASS) System to Streamline Orthognathic Surgical Planning. - Peng Yuan 001; Dennis Chun-Yu Ho; Chien-Ming Chang; Jianfu Li; Huaming Mai; Daeseung Kim; Shunyao Shen; Xiaoyan Zhang 002; Xiaobo Zhou 001; Zixiang Xiong; Jaime Gateno; James J. Xia (MIAR, 2016)

Two-Stage Simulation Method to Improve Facial Soft Tissue Prediction Accuracy for Orthognathic Surgery. - Daeseung Kim; Chien-Ming Chang; Dennis Chun-Yu Ho; Xiaoyan Zhang 002; Shunyao Shen; Peng Yuan 001; Huaming Mai; Guangming Zhang; Xiaobo Zhou 001; Jaime Gateno; Michael A. K. Liebschner; James J. Xia (MICCAI (1), 2016)

Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression. - Binbin Pan; Guangming Zhang; James J. Xia; Peng Yuan 001; Horace H. S. Ip; Qizhen He; Philip K. M. Lee; Ben Chow; Xiaobo Zhou 001 (Comput. Biol. Medicine, 2016)

Pseudo progression identification of glioblastoma with dictionary learning. - 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 001; et al. (Comput. Biol. Medicine, 2016)

String-Based Models for Predicting RNA-Protein Interaction. - Donald A. Adjeroh; Maen Allaga; Jun Tan; Jie Lin; Yue Jiang 001; Ahmed Abbasi; Xiaobo Zhou 001 (BCB, 2017)

Annotating function to differentially expressed LincRNAs in myelodysplastic syndrome using a network-based method. - Keqin Liu; Dominik Beck; Julie A. I. Thoms; Liang Liu; Weiling Zhao; John E. Pimanda; Xiaobo Zhou 001 (Bioinform., 2017)

Nonconvex Penalty Based Low-Rank Representation and Sparse Regression for eQTL Mapping. - Lin Yuan 001; Lin Zhu 008; Wei-Li Guo; Xiaobo Zhou 001; Youhua Zhang; Zhenhua Huang 005; De-Shuang Huang (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Reconstruction-Based Digital Dental Occlusion of the Partially Edentulous Dentition. - Jian Zhang; James J. Xia; Jianfu Li; Xiaobo Zhou 001 (IEEE J. Biomed. Health Informatics, 2017)

Semantic Prior Guided Face Inpainting. - Zeyang Zhang; Xiaobo Zhou 001; Shengjie Zhao; Xiaoyan Zhang 002 (MMAsia, 2019)

DC-Al GAN: Pseudoprogression and True Tumor Progression of Glioblastoma multiform Image Classification Based On DCGAN and Alexnet. - Meiyu Li; Michael D. Chan; Xiaobo Zhou 001; Xiaohua Qian (CoRR, 2019)

Transparency-guided ensemble convolutional neural network for the stratification between pseudoprogression and true progression of glioblastoma multiform in MRI. - Xiaoming Liu; Xiaobo Zhou 001; Xiaohua Qian (J. Vis. Commun. Image Represent., 2020)

Revealing dynamic regulations and the related key proteins of myeloma-initiating cells by integrating experimental data into a systems biological model. - Le Zhang 004; Guangdi Liu; Meijing Kong; Tingting Li; Dan Wu; Xiaobo Zhou 001; Chuanwei Yang; Lei Xia; Zhenzhou Yang; Luonan Chen (Bioinform., 2021)