List of works - Xiaobo Zhou

A NOVEL SURFACE-BASED GEOMETRIC APPROACH FOR 3D DENDRITIC SPINE DETECTION FROM MULTI-PHOTON EXCITATION MICROSCOPY IMAGES.

scientific article published on June 2009

A Time-Series Method for Automated Measurement of Changes in Mitotic and Interphase Duration from Time-Lapse Movies ⬇️

scientific article published on September 26, 2011

A computational framework for studying neuron morphology from in vitro high content neuron-based screening

scientific article

A global spatial similarity optimization scheme to track large numbers of dendritic spines in time-lapse confocal microscopy

scientific article published in November 2010

A novel cell segmentation method and cell phase identification using Markov model

scientific article

A novel tracing algorithm for high throughput imaging Screening of neuron-based assays.

scientific article published on 20 September 2006

An Image Based System Biology Approach for Alzheimer's Disease Pathway Analysis

scientific article published on 01 April 2009

An automated method for cell detection in zebrafish.

scientific article

An automated pipeline for dendrite spine detection and tracking of 3D optical microscopy neuron images of in vivo mouse models

scientific article published on 12 May 2009

An automatic and robust algorithm of reestablishment of digital dental occlusion

scientific article

Automated neurite extraction using dynamic programming for high-throughput screening of neuron-based assays.

scientific article published on 27 January 2007

Automated neurite labeling and analysis in fluorescence microscopy images

scientific article published in June 2006

Automated segmentation, classification, and tracking of cancer cell nuclei in time-lapse microscopy

scientific article published in April 2006

Automatic dendritic spine analysis in two-photon laser scanning microscopy images

scientific article

Bayesian variable selection for gene expression modeling with regulatory motif binding sites in neuroinflammatory events

scientific article published on January 2006

Cancer classification and prediction using logistic regression with Bayesian gene selection

scientific article published in August 2004

Cell segmentation using front vector flow guided active contours

scientific article published on 01 January 2009

Comparison of reversible-jump Markov-chain-Monte-Carlo learning approach with other methods for missing enzyme identification

scientific article published on 15 September 2007

Computational Systems Bioinformatics and Bioimaging for Pathway Analysis and Drug Screening

scientific article published on August 2008

Conditional random pattern algorithm for LOH inference and segmentation

scientific article

Conditional random pattern model for copy number aberration detection

scientific article

Context based mixture model for cell phase identification in automated fluorescence microscopy

Detection of molecular particles in live cells via machine learning

scientific article

High content image analysis for human H4 neuroglioma cells exposed to CuO nanoparticles

scientific article

INTEGRATING MULTI-SCALE BLOB/CURVILINEAR DETECTOR TECHNIQUES AND MULTI-LEVEL SETS FOR AUTOMATED SEGMENTATION OF STEM CELL IMAGES

scientific article published on January 2009

Image-Based Chemical Screening Identifies Drug Efflux Inhibitors in Lung Cancer Cells ⬇️

scientific article published on September 14, 2010

MicroRNA-integrated and network-embedded gene selection with diffusion distance

scientific article

Multiclass cancer classification by using fuzzy support vector machine and binary decision tree with gene selection

scientific article

Multiple distinct clones may co-exist in different lineages in myelodysplastic syndromes

scientific article

Multiple nuclei tracking using integer programming for quantitative cancer cell cycle analysis

scientific article

Novel cell segmentation and online SVM for cell cycle phase identification in automated microscopy

scientific article published on 7 November 2007

ONLINE THREE-DIMENSIONAL DENDRITIC SPINES MOPHOLOGICAL CLASSIFICATION BASED ON SEMI-SUPERVISED LEARNING

scientific article

Online Phenotype Discovery based on Minimum Classification Error Model

scientific article published in April 2009

Pattern-selection based power analysis and discrimination of low- and high-grade myelodysplastic syndromes study using SNP arrays

scientific article

Registration of 3-D CT and 2-D flat images of mouse via affine transformation

scientific article published in September 2008

Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces ⬇️

scientific article published on September 13, 2010

Towards automated cellular image segmentation for RNAi genome-wide screening

scientific article published on 01 January 2005

Tracking molecular particles in live cells using fuzzy rule-based system

scientific article

Using Genetic and Clinical Factors to Predict Tacrolimus Dose in Renal Transplant Recipients ⬇️

scientific article published on October 1, 2010

Workflow and methods of high-content time-lapse analysis for quantifying intracellular calcium signals

scientific article

List of works by Xiaobo Zhou

A NOVEL SURFACE-BASED GEOMETRIC APPROACH FOR 3D DENDRITIC SPINE DETECTION FROM MULTI-PHOTON EXCITATION MICROSCOPY IMAGES.

A Time-Series Method for Automated Measurement of Changes in Mitotic and Interphase Duration from Time-Lapse Movies ⬇️

A computational framework for studying neuron morphology from in vitro high content neuron-based screening

A global spatial similarity optimization scheme to track large numbers of dendritic spines in time-lapse confocal microscopy

A novel cell segmentation method and cell phase identification using Markov model

A novel tracing algorithm for high throughput imaging Screening of neuron-based assays.

An Image Based System Biology Approach for Alzheimer's Disease Pathway Analysis

An automated method for cell detection in zebrafish.

An automated pipeline for dendrite spine detection and tracking of 3D optical microscopy neuron images of in vivo mouse models

An automatic and robust algorithm of reestablishment of digital dental occlusion

Automated neurite extraction using dynamic programming for high-throughput screening of neuron-based assays.

Automated neurite labeling and analysis in fluorescence microscopy images

Automated segmentation, classification, and tracking of cancer cell nuclei in time-lapse microscopy

Automatic dendritic spine analysis in two-photon laser scanning microscopy images

Bayesian variable selection for gene expression modeling with regulatory motif binding sites in neuroinflammatory events

Cancer classification and prediction using logistic regression with Bayesian gene selection

Cell segmentation using front vector flow guided active contours

Comparison of reversible-jump Markov-chain-Monte-Carlo learning approach with other methods for missing enzyme identification

Computational Systems Bioinformatics and Bioimaging for Pathway Analysis and Drug Screening

Conditional random pattern algorithm for LOH inference and segmentation

Conditional random pattern model for copy number aberration detection

Context based mixture model for cell phase identification in automated fluorescence microscopy

Detection of molecular particles in live cells via machine learning

High content image analysis for human H4 neuroglioma cells exposed to CuO nanoparticles

INTEGRATING MULTI-SCALE BLOB/CURVILINEAR DETECTOR TECHNIQUES AND MULTI-LEVEL SETS FOR AUTOMATED SEGMENTATION OF STEM CELL IMAGES

Image-Based Chemical Screening Identifies Drug Efflux Inhibitors in Lung Cancer Cells ⬇️

MicroRNA-integrated and network-embedded gene selection with diffusion distance

Multiclass cancer classification by using fuzzy support vector machine and binary decision tree with gene selection

Multiple distinct clones may co-exist in different lineages in myelodysplastic syndromes

Multiple nuclei tracking using integer programming for quantitative cancer cell cycle analysis

Novel cell segmentation and online SVM for cell cycle phase identification in automated microscopy

ONLINE THREE-DIMENSIONAL DENDRITIC SPINES MOPHOLOGICAL CLASSIFICATION BASED ON SEMI-SUPERVISED LEARNING

Online Phenotype Discovery based on Minimum Classification Error Model

Pattern-selection based power analysis and discrimination of low- and high-grade myelodysplastic syndromes study using SNP arrays

Registration of 3-D CT and 2-D flat images of mouse via affine transformation

Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces ⬇️

Towards automated cellular image segmentation for RNAi genome-wide screening

Tracking molecular particles in live cells using fuzzy rule-based system

Using Genetic and Clinical Factors to Predict Tacrolimus Dose in Renal Transplant Recipients ⬇️

Workflow and methods of high-content time-lapse analysis for quantifying intracellular calcium signals