Xiaobo Zhou

According to our database1, Xiaobo Zhou authored at least 115 papers between 2004 and 2017.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2017
Reconstruction-Based Digital Dental Occlusion of the Partially Edentulous Dentition.
IEEE J. Biomedical and Health Informatics, 2017

Annotating function to differentially expressed LincRNAs in myelodysplastic syndrome using a network-based method.
Bioinformatics, 2017

String-Based Models for Predicting RNA-Protein Interaction.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
Pseudo progression identification of glioblastoma with dictionary learning.
Comp. in Bio. and Med., 2016

Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression.
Comp. in Bio. and Med., 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
Automated Three-Piece Digital Dental Articulation.
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
Modeling Cell-Cell Interactions in Regulating Multiple Myeloma Initiating Cell Fate.
IEEE J. Biomedical and Health Informatics, 2014

Characterization of p38 MAPK isoforms for drug resistance study using systems biology approach.
Bioinformatics, 2014

2013
Systems Modeling of Anti-apoptotic Pathways in Prostate Cancer: Psychological Stress Triggers a Synergism Pattern Switch in Drug Combination Therapy.
PLoS Computational Biology, 2013

A novel network and sparsity constraint regression model for functional module identification in genomic data analysis.
IJDMB, 2013

FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq.
BMC Bioinformatics, 2013

2012
A Computational model for compressed sensing RNAi cellular screening.
BMC Bioinformatics, 2012

Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations.
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. Med. Imaging, 2011

Peak Tree: A New Tool for Multiscale Hierarchical Representation and Peak Detection of Mass Spectrometry Data.
IEEE/ACM Trans. Comput. Biology Bioinform., 2011

NSMAP: A Method for Spliced Isoforms Identification and Quantification from RNA-Seq.
BMC Bioinformatics, 2011

An enhanced Petri-net model to predict synergistic effects of pairwise drug combinations from gene microarray data.
Bioinformatics [ISMB/ECCB], 2011

Searchlight CT: a new reconstruction method for collimated X-ray tomography.
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Symmetry-based presentation for stem-cell image segmentation.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

2010
Bayesian peptide peak detection for high resolution TOF mass spectrometry.
IEEE Trans. Signal Processing, 2010

Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis.
IEEE Trans. Med. Imaging, 2010

An Automatic and Robust Algorithm of Reestablishment of Digital Dental Occlusion.
IEEE Trans. Med. 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 Systems Biology, 2010

An information-flow-based model with dissipation, saturation and direction for active pathway inference.
BMC Systems Biology, 2010

A semi-supervised learning approach to predict synthetic genetic interactions by combining functional and topological properties of functional gene network.
BMC Bioinformatics, 2010

Conditional random pattern model for copy number aberration detection.
BMC Bioinformatics, 2010

Reconstruction of the neuromuscular junction connectome.
Bioinformatics [ISMB], 2010

Correlation-based cluster-space transform for major adverse cardiac event prediction.
Proceedings of the IEEE International Conference on Systems, 2010

Automated Digital Dental Articulation.
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
A Novel Cell Segmentation Method and Cell Phase Identification Using Markov Model.
IEEE Trans. Information Technology in Biomedicine, 2009

Recognition and analysis of cell nuclear phases for high-content screening based on morphological features.
Pattern Recognition, 2009

Online phenotype discovery based on minimum classification error model.
Pattern Recognition, 2009

Growing enzyme gene networks by integration of gene expression, motif sequence, and metabolic information.
Pattern Recognition, 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.
Journal of Biomedical Informatics, 2009

Imaging informatics for personalised medicine: applications and challenges.
I. J. Functional Informatics and Personalised Medicine, 2009

3D neuron dendritic spine detection and dendrite reconstruction.
IJCAET, 2009

Conditional random pattern algorithm for LOH inference and segmentation.
Bioinformatics, 2009

Cell Segmentation Using Front Vector Flow Guided Active Contours.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

An Interactive Geometric Technique for Upper and Lower Teeth Segmentation.
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
Automatic Segmentation of High-Throughput RNAi Fluorescent Cellular Images.
IEEE Trans. Information Technology in Biomedicine, 2008

Registration of 3-D CT and 2-D Flat Images of Mouse via Affine Transformation.
IEEE Trans. Information Technology in Biomedicine, 2008

Computational Prediction Models for Early Detection of Risk of Cardiovascular Events Using Mass Spectrometry Data.
IEEE Trans. Information Technology in Biomedicine, 2008

Computational Systems Bioinformatics and Bioimaging for Pathway Analysis and Drug Screening.
Proceedings of the IEEE, 2008

An Automated Method for Cell Detection in Zebrafish.
Neuroinformatics, 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 Computation, 2008

Comparison of reversible-jump Markov-chain-Monte-Carlo learning approach with other methods for missing enzyme identification.
Journal of Biomedical Informatics, 2008

Peak detection using peak tree approach for mass spectrometry data.
Int. J. Hybrid Intell. Syst., 2008

Comparison of Bayesian and regression models in missing enzyme identification.
IJBRA, 2008

Using iterative cluster merging with improved gap statistics to perform online phenotype discovery in the context of high-throughput RNAi screens.
BMC Bioinformatics, 2008

Novel cell segmentation and online SVM for cell cycle phase identification in automated microscopy.
Bioinformatics, 2008

3D Dendrite Reconstruction and Spine Identification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Classification of Mass Spectrometry Based Protein Markers by Kriging Error Matching.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008

Detection and Analysis of Cell Nuclear Phases.
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

Classification of Proteomic Signals by Block Kriging Error Matching.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Bayesian peak detection for Pro-TOF MS MALDI data.
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

Dendritic spine detection using curvilinear structure detector and LDA classifier.
NeuroImage, 2007

Automated recognition of cellular phenotypes by support vector machines with feature reduction.
KES Journal, 2007

Fuzzy information fusion of classification models for high-throughput image screening of cancer cells in time-lapse microscopy.
KES Journal, 2007

Context based mixture model for cell phase identification in automated fluorescence microscopy.
BMC Bioinformatics, 2007

A Novel Coarse-to-Fine Adaptation Segmentation Approach for Cellular Image Analysis.
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

A Novel Image Feature for Nuclear-Phase Classification in High Content Screening.
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007

Analysis and Recognition of Touching Cell Images Based on Morphological Structures.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 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

Automated Spine Detection Using Curvilinear Structure Detector and LDA Classifier.
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

Tracking of Migrating Glioma Cells in Feature Space.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A 3D Self-Adjust Region Growing Method for Axon Extraction.
Proceedings of the International Conference on Image Processing, 2007

Graph Theory Application in Cell Nuleus Segmentation, Tracking and Identification.
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. on Circuits and Systems, 2006

Automated Segmentation of Drosophila RNAi Fluorescence Cellular Images Using Deformable Models.
IEEE Trans. on Circuits and Systems, 2006

Automated segmentation, classification, and tracking of cancer cell nuclei in time-lapse microscopy.
IEEE Trans. Biomed. Engineering, 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.
Journal of Biomedical Informatics, 2006

Integrated Algorithms for Image Analysis and Classification of Nuclear Division for High-Content Cell-Cycle Screening.
International Journal of Computational Intelligence and Applications, 2006

Protein structure similarity from principle component correlation analysis.
BMC Bioinformatics, 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

Automated labeling of neurites in fluorescence microscopy images.
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

Segmentation of Drosophila RNAI Fluorescence Images Using Level Sets.
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
Towards Automated Cellular Image Segmentation for RNAi Genome-Wide Screening.
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

A computer-based system to analyze neuron images.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

2004
Cancer classification and prediction using logistic regression with Bayesian gene selection.
Journal of Biomedical Informatics, 2004


  Loading...