Xiaobo Zhou
Affiliations:- Wake Forest School of Medicine, Department of Radiology, Winston-Salem, USA
- Houston Methodist Hospital, Weill Cornell Medical College, TX, USA (former)
- Harvard Medical School, Boston, MA, USA (former)
- Brigham and Women's Hospital, Radiology Department, Boston, MA (former)
- Texas A&M University, Department of Electrical Engineering, College Station, TX, USA (2001 - 2003)
- University of Missouri-Columbia, Department of Computer Science, MO, USA (2000)
- Huawei Technologies Co., Ltd., Beijing, China (1999 - 2000)
- Tsinghua University, Department of Automation, Beijing, China (1998 - 1999)
- Peking University, Department of Mathematics, Beijing, China (PhD 1998)
According to our database1,
Xiaobo Zhou
authored at least 137 papers
between 2003 and 2021.
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Bibliography
2021
Revealing dynamic regulations and the related key proteins of myeloma-initiating cells by integrating experimental data into a systems biological model.
Bioinform., 2021
2020
Transparency-guided ensemble convolutional neural network for the stratification between pseudoprogression and true progression of glioblastoma multiform in MRI.
J. Vis. Commun. Image Represent., 2020
2019
DC-Al GAN: Pseudoprogression and True Tumor Progression of Glioblastoma multiform Image Classification Based On DCGAN and Alexnet.
CoRR, 2019
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019
2017
IEEE J. Biomed. Health Informatics, 2017
Annotating function to differentially expressed LincRNAs in myelodysplastic syndrome using a network-based method.
Bioinform., 2017
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
Comput. Biol. Medicine, 2016
Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression.
Comput. Biol. Medicine, 2016
Two-Stage Simulation Method to Improve Facial Soft Tissue Prediction Accuracy for Orthognathic Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
A Novel Computer-Aided Surgical Simulation (CASS) System to Streamline Orthognathic Surgical Planning.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
FEM Simulation with Realistic Sliding Effect to Improve Facial-Soft-Tissue-Change Prediction Accuracy for Orthognathic Surgery.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
2015
Novel 3D GPU based numerical parallel diffusion algorithms in cylindrical coordinates for health care simulation.
Math. Comput. Simul., 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
IEEE J. Biomed. Health Informatics, 2014
Multiscale agent-based modelling of ovarian cancer progression under the stimulation of the STAT 3 pathway.
Int. J. Data Min. Bioinform., 2014
Characterization of p38 MAPK isoforms for drug resistance study using systems biology approach.
Bioinform., 2014
2013
Systems Modeling of Anti-apoptotic Pathways in Prostate Cancer: Psychological Stress Triggers a Synergism Pattern Switch in Drug Combination Therapy.
PLoS Comput. Biol., 2013
A novel network and sparsity constraint regression model for functional module identification in genomic data analysis.
Int. J. Data Min. Bioinform., 2013
FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq.
BMC Bioinform., 2013
2012
BMC Bioinform., 2012
Multi-scale agent-based brain cancer modeling and prediction of TKI treatment response: Incorporating EGFR signaling pathway and angiogenesis.
BMC Bioinform., 2012
A novel missense-mutation-related feature extraction scheme for 'driver' mutation identification.
Bioinform., 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
A Novel Approach Based on Joint Optimization of Alignment and Statistical Surface Representation with Wavelet Transform for CBCT Segmentation.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2012
2011
A Global Spatial Similarity Optimization Scheme to Track Large Numbers of Dendritic Spines in Time-Lapse Confocal Microscopy.
IEEE Trans. Medical Imaging, 2011
Peak Tree: A New Tool for Multiscale Hierarchical Representation and Peak Detection of Mass Spectrometry Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
BMC Bioinform., 2011
An enhanced Petri-net model to predict synergistic effects of pairwise drug combinations from gene microarray data.
Bioinform., 2011
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
2010
IEEE Trans. Signal Process., 2010
Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis.
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
Oriented Markov Random Field Based Dendritic Spine Segmentation for Fluorescence Microscopy Images.
Neuroinformatics, 2010
Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces.
BMC Syst. Biol., 2010
An information-flow-based model with dissipation, saturation and direction for active pathway inference.
BMC Syst. Biol., 2010
A semi-supervised learning approach to predict synthetic genetic interactions by combining functional and topological properties of functional gene network.
BMC Bioinform., 2010
BMC Bioinform., 2010
Predicting enzyme targets for cancer drugs by profiling human Metabolic reactions in NCI-60 cell lines.
BMC Bioinform., 2010
Correlation-based cluster-space transform for major adverse cardiac event prediction.
Proceedings of the IEEE International Conference on Systems, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Optimal Live Cell Tracking for Cell Cycle Study Using Time-Lapse Fluorescent Microscopy Images.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Ratio-hypothesis-based Fuzzy Fusion with Application to Classification of Cellular Morphologies.
Proceedings of the BIOSIGNALS 2010, 2010
A graph-based elastic net for variable selection and module identification for genomic data analysis.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
2009
IEEE Trans. Inf. Technol. Biomed., 2009
IEEE Signal Process. Mag., 2009
Recognition and analysis of cell nuclear phases for high-content screening based on morphological features.
Pattern Recognit., 2009
Pattern Recognit., 2009
Growing enzyme gene networks by integration of gene expression, motif sequence, and metabolic information.
Pattern Recognit., 2009
Automated Axon Tracking of 3D Confocal Laser Scanning Microscopy Images Using Guided Probabilistic Region Merging.
Neuroinformatics, 2009
An Automated Pipeline for Dendrite Spine Detection and Tracking of 3D Optical Microscopy Neuron Images of In Vivo Mouse Models.
Neuroinformatics, 2009
An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling.
J. Biomed. Informatics, 2009
Int. J. Funct. Informatics Pers. Medicine, 2009
Int. J. Comput. Aided Eng. Technol., 2009
Comput. Biol. Medicine, 2009
Bioinform., 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Online Three-Dimensional Dendritic Spines Mophological Classification Based on Semi-Supervised Learning.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Integrating Multi-Scale Blob/Curvilinear Detector Techniques and Multi-Level Sets for Automated Segmentation of Stem Cell Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
A Novel Surface-Based Geometric Approach for 3D Dendritic Spine Detection from Multi-Photon Excitation Microscopy Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Equilibrium modeling for 3D curvilinear structure tracking of confocal microscopy images.
Proceedings of the International Conference on Image Processing, 2009
2008
IEEE Trans. Inf. Technol. Biomed., 2008
IEEE Trans. Inf. Technol. Biomed., 2008
Computational Prediction Models for Early Detection of Risk of Cardiovascular Events Using Mass Spectrometry Data.
IEEE Trans. Inf. Technol. Biomed., 2008
Computational Systems Bioinformatics and Bioimaging for Pathway Analysis and Drug Screening.
Proc. IEEE, 2008
Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals.
Neuroinformatics, 2008
3D Axon Structure Extraction and Analysis in Confocal Fluorescence Microscopy Images.
Neural Comput., 2008
Comparison of reversible-jump Markov-chain-Monte-Carlo learning approach with other methods for missing enzyme identification.
J. Biomed. Informatics, 2008
Int. J. Hybrid Intell. Syst., 2008
Int. J. Bioinform. Res. Appl., 2008
Using iterative cluster merging with improved gap statistics to perform online phenotype discovery in the context of high-throughput RNAi screens.
BMC Bioinform., 2008
Novel cell segmentation and online SVM for cell cycle phase identification in automated microscopy.
Bioinform., 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Reversible jump MCMC approach for peak identification for stroke SELDI mass spectrometry using mixture model.
Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Active microscopic cellular image annotation by superposable graph transduction with imbalanced labels.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Automated Axon Tracking of 3D Confocal Laser Scanning Microscopy Images Using Guided Probabilistic Region Merging.
Neuroinformatics, 2007
Automated neurite extraction using dynamic programming for high-throughput screening of neuron-based assays.
NeuroImage, 2007
NeuroImage, 2007
Automated recognition of cellular phenotypes by support vector machines with feature reduction.
Int. J. Knowl. Based Intell. Eng. Syst., 2007
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., 2007
Context based mixture model for cell phase identification in automated fluorescence microscopy.
BMC Bioinform., 2007
Proceedings of the Advances in Multimedia Modeling, 2007
Automated Segmentation of Drosophila RNAi Fluorescence Cellular Images Using Graph Cuts.
Proceedings of the Advances in Multimedia Modeling, 2007
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007
Registration of 3D FMT and CT Images of Mouse Via Affine Transformation with Bayesian Iterative Closest Points.
Proceedings of the Advances in Neural Networks, 2007
Detecting Biomarkers for Major Adverse Cardiac Events Using SVM with PLS Feature Selection and Extraction.
Proceedings of the Advances in Neural Networks, 2007
Study of CuO Nanoparticle-induced Cell Death by High Content Cellular Fluorescence Imaging and Analysis.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Dynamic Local Tracing for 3d Axon Curvilinear Structure Detection from Microscopic Image Stack.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Novel Cell Segmentation and Online Learning Algorithms for Cell Phase Identification in Automated Time-lapse Microscopy.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
3-D Centerline Extraction of Axons in Microscopic Stacks for the Study of Motor Neuron Behavior in Developing Muscles.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Graph Cut Based Active Contour for Automated Cellular Image Segmentation in High Throughput Rna Interface (rnai) Screening.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
A Simulation-Based 3D Axon Axis Extraction in Confocal Fluorescence Microscopy Images.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
Nuclei Segmentation Using Marker-Controlled Watershed, Tracking Using Mean-Shift, and Kalman Filter in Time-Lapse Microscopy.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006
Automated Segmentation of Drosophila RNAi Fluorescence Cellular Images Using Deformable Models.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006
Automated segmentation, classification, and tracking of cancer cell nuclei in time-lapse microscopy.
IEEE Trans. Biomed. Eng., 2006
IEEE Signal Process. Mag., 2006
Mutual information-based feature selection in studying perturbation of dendritic structure caused by TSC2 inactivation.
Neuroinformatics, 2006
Bayesian variable selection for gene expression modeling with regulatory motif binding sites in neuroinflammatory events.
Neuroinformatics, 2006
A computerized cellular imaging system for high content analysis in Monastrol suppressor screens.
J. Biomed. Informatics, 2006
Integrated Algorithms for Image Analysis and Classification of Nuclear Division for High-Content Cell-Cycle Screening.
Int. J. Comput. Intell. Appl., 2006
BMC Bioinform., 2006
Gene Selection Using Gaussian Kernel Support Vector Machine Based Recursive Feature Elimination with Adaptive Kernel Width Strategy.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006
Automated Recognition of Cellular Phenotypes by Support Vector Machines with Feature Reduction.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Identification of Cell-Cycle Phases Using Neural Network and Steerable Filter Features.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
An Effective System for Optical Microscopy Cell Image Segmentation, Tracking and Cell Phase Identification.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Robust Feature Extraction and Reduction of Mass Spectrometry Data for Cancer Classification.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Model the Relationship Between Gene Expression and TFBSs Using a Simplified Neural Network with Bayesian Variable Selection.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Dynamic sub-cellular behavior study in high content imaging using a multi-threshold approach.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
2004
IEEE Trans. Wirel. Commun., 2004
J. Frankl. Inst., 2004
Cancer classification and prediction using logistic regression with Bayesian gene selection.
J. Biomed. Informatics, 2004
EURASIP J. Adv. Signal Process., 2004
A Bayesian connectivity-based approach to constructing probabilistic gene regulatory networks.
Bioinform., 2004
2003
IEEE Trans. Veh. Technol., 2003
Construction of genomic networks using mutual-information clustering and reversible-jump Markov-chain-Monte-Carlo predictor design.
Signal Process., 2003
Receiver techniques for ultra-wide-band multiuser systems over fading multipath channels.
J. Commun. Networks, 2003
Missing-value estimation using linear and non-linear regression with Bayesian gene selection.
Bioinform., 2003