Jean Gao

ORCID

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 18

Top Venues

BIBM

Int. J. Data Min. Bioinform.

BMC Bioinform.

CoRR

Publications

Borzou Alipourfard, Jean Gao
Causal Discovery in Biological Data Using Directed Topological Overlap Matrix. BIBM (2022)
Lu Zhang, Li Wang, Jean Gao, Shannon L. Risacher, Jingwen Yan, Gang Li, Tianming Liu, Dajiang Zhu
Deep Fusion of Brain Structure-Function in Mild Cognitive Impairment. Medical Image Anal. 72 (2021)
Borzou Alipourfard, Jean Gao
Causal Gene Selection Using Marginal Independencies. BIBM (2020)
Nhat Tran, Jean Gao
Network Representation of Large-Scale Heterogeneous RNA Sequences with Integration of DiverseMulti-omics, Interactions, and Annotations Data. PSB (2020)
Nhat Tran, Jean Gao
Layer-stacked Attention for Heterogeneous Network Embedding. CoRR (2020)
Mingon Kang, Ashis Kumer Biswas, Dong-Chul Kim, Jean Gao
Semi-Supervised Discriminative Transfer Learning in Cross-Language Text Classification. ICMLA (2019)
Nhat Tran, Ishfaq Ahmad, Jean Gao
rna2rna: Predicting lncRNA-microRNA-mRNA Interactions from Sequence with Integration of Interactome and Biological Annotation Data. CoRR (2019)
Nhat Tran, Vinay Abhyankar, Kytai Nguyen, Jon Weidanz, Jean Gao
MicroRNA dysregulational synergistic network: discovering microRNA dysregulatory modules across subtypes in non-small cell lung cancers. BMC Bioinform. (20) (2018)
Juyoung Park, Mingon Kang, Jean Gao, Younghoon Kim, Kyungtae Kang
Cascade Classification with Adaptive Feature Extraction for Arrhythmia Detection. J. Medical Syst. 41 (1) (2017)
Nhat Tran, Borzou Alipourfard, Vinay Abhyankar, Kytai Nguyen, Jon Weidanz, Jean Gao
Improved microRNA biomarkers for pathological stages in lung adenocarcinoma via clustering of dysregulated microRNA-target associations. EMBC (2017)
Ashis Kumer Biswas, Jean Gao
LiDiAimc: LincRNA-disease associations through inductive matrix completion. BIBM (2017)
Mingon Kang, Juyoung Park, Dong-Chul Kim, Ashis Kumer Biswas, Chunyu Liu, Jean Gao
Multi-Block Bipartite Graph for Integrative Genomic Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (6) (2017)
Mingon Kang, Liping Tang, Jean Gao
Nonlinear-RANSAC parameter optimisation for dynamic molecular systems and signalling pathways. Int. J. Data Min. Bioinform. 18 (2) (2017)
Neda Zarayeneh, Euiseong Ko, Jung Hun Oh, Sang C. Suh, Chunyu Liu, Jean Gao, Donghyun Kim, Mingon Kang
Integration of multi-omics data for integrative gene regulatory network inference. Int. J. Data Min. Bioinform. 18 (3) (2017)
Mingon Kang, Dong-Chul Kim, Chunyu Liu, Jean Gao
Identifying cis/trans-acting expression quantitative trait loci (eQTL). Int. J. Data Min. Bioinform. 19 (1) (2017)
Nhat Tran, Vinay Abhyankar, Kytai Nguyen, Ishfaq Ahmad, Jon Weidanz, Jean Gao
MicroRNA dysregulational synergistic network: Learning context-specific MicroRNA dysregulations in lung cancer subtypes. BIBM (2017)
Neda Zarayeneh, Jung Hun Oh, Donghyun Kim, Chunyu Liu, Jean Gao, Sang C. Suh, Mingon Kang
Integrative Gene Regulatory Network inference using multi-omics data. BIBM (2016)
Mingon Kang, Liping Tang, Jean Gao
Computational modeling of phagocyte transmigration for foreign body responses to subcutaneous biomaterial implants in mice. BMC Bioinform. 17 (2016)
Piraporn Jangyodsuk, Dong-Jun Seo, Ramez Elmasri, Jean Gao
Flood Prediction and Mining Influential Spatial Features on Future Flood with Causal Discovery. ICDM Workshops (2015)
Mingon Kang, Chunling Zhang, Hyung-Wook Chun, Chris H. Q. Ding, Chunyu Liu, Jean Gao
eQTL epistasis: detecting epistatic effects and inferring hierarchical relationships of genes in biological pathways. Bioinform. 31 (5) (2015)
Shuo Li, James O. Nyagilo, Digant P. Dave, Wei Wang, Baoju Zhang, Jean Gao
Probabilistic partial least squares regression for quantitative analysis of Raman spectra. Int. J. Data Min. Bioinform. 11 (2) (2015)
Dong-Chul Kim, Mingon Kang, Ashis Kumer Biswas, Chunyu Liu, Jean Gao
Integrative approach for inference of gene regulatory networks using lasso-based random featuring and application to Psychiatric disorders. BIBM (2015)
Mingon Kang, Juyoung Park, Dong-Chul Kim, Ashis Kumer Biswas, Chunyu Liu, Jean Gao
An integrative genomic study for multimodal genomic data using multi-block bipartite graph. BIBM (2015)
Mingon Kang, Dong-Chul Kim, Chunyu Liu, Baoju Zhang, Xiaoyong Wu, Jean Gao
Multi-block and Multi-task Learning for Integrative Genomic Study. BIBE (2014)
Shuo Li, James O. Nyagilo, Digant P. Dave, Jean Gao
Models and Methods for Quantitative Analysis of Surface-Enhanced Raman Spectra. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Dong-Jun Seo, Branko Kerkez, Michael Zink, Nick Fang, Jean Gao, Xinbao Yu
iSPUW: A Vision for Integrated Sensing and Prediction of Urban Water for Sustainable Cities. DyDESS (2014)
Dong-Chul Kim, Mingon Kang, Baoju Zhang, Xiaoyong Wu, Chunyu Liu, Jean Gao
Integration of DNA Methylation, Copy Number Variation, and Gene Expression for Gene Regulatory Network Inference and Application to Psychiatric Disorders. BIBE (2014)
Mingon Kang, Shuo Li, Dong-Chul Kim, Chunyu Liu, Baoju Zhang, Xiaoyong Wu, Jean Gao
eQTL Mapping Study via Regularized Sparse Canonical Correlation Analysis. ICMLA (1) (2013)
Shuo Li, James O. Nyagilo, Digant P. Dave, Baoju Zhang, Xiaoyong Wu, Jean Gao
A Fast Multi-component Latent Variable Regression Framework for Quantitative Analysis of Surface-Enhanced Raman Spectra. ICMLA (1) (2013)
Mingon Kang, Shuo Li, Chunyu Liu, Jean Gao
eQTL epistasis: Detecting complex interaction effects between multiple loci from eQTL data. BIBM (2013)
Dong-Chul Kim, Chunyu Liu, Xiaoyong Wu, Baoju Zhang, Jean Gao
Inference of gene regulatory networks by integrating gene expressions and genetic perturbations. BIBM (2013)
Shuo Li, James O. Nyagilo, Digant P. Dave, Baoju Zhang, Jean Gao
Eigenspectra, a robust regression method for multiplexed Raman spectra analysis. Int. J. Data Min. Bioinform. 7 (4) (2013)
Mingon Kang, Baoju Zhang, Xiaoyong Wu, Chunyu Liu, Jean Gao
Sparse generalized canonical correlation analysis for biological model integration: A genetic study of psychiatric disorders. EMBC (2013)
Shuo Li, Jean Gao, James O. Nyagilo, Digant P. Dave
A New Continuum Regression Method for Quantitative Analysis of Raman Spectrum. ICMLA (1) (2012)
Shuo Li, James O. Nyagilo, Digant P. Dave, Jean Gao
CWT-PLSR for quantitative analysis of Raman spectrum. BIBM (2012)
Jung Hun Oh, Jean Gao
Fast Kernel Discriminant Analysis for Classification of Liver Cancer Mass Spectra. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (6) (2011)
Mingon Kang, Jean Gao, Liping Tang
Nonlinear RANSAC Optimization for Parameter Estimation with Applications to Phagocyte Transmigration. ICMLA (1) (2011)
Shuo Li, Jean Gao, James O. Nyagilo, Digant P. Dave
Probabilistic Partial Least Square Regression: A Robust Model for Quantitative Analysis of Raman Spectroscopy Data. BIBM (2011)
Shuo Li, Kate Luby-Phelps, Baoju Zhang, Xiaorong Wu, Jean Gao
Subcellular particles tracking in time-lapse confocal microscopy images. EMBC (2011)
Dong-Chul Kim, Jean Gao, Xiaoyu Wang, Chin-Rang Yang
A Framework for Personalized Medicine with Reverse Phase Protein Array and Drug Sensitivity. BIBM (2011)
Dong-Chul Kim, Chin-Rang Yang, Xiaoyu Wang, Baoju Zhang, Xiaorong Wu, Jean Gao
Discovery of lung cancer pathways using Reverse Phase Protein Microarray and prior-knowledge based Bayesian networks. EMBC (2011)
Dong-Chul Kim, Jean Gao, Chin-Rang Yang
Learning Proteomic Network Structure by a New Hill Climbing Algorithm. BIBE (2010)
Dong-Chul Kim, Xiaoyu Wang, Chin-Rang Yang, Jean Gao
Learning biological network using mutual information and conditional independence. BMC Bioinform. 11 (S-3) (2010)
Ninad Thakoor, Jean Gao, Sungyong Jung
Embedded planar surface segmentation system for stereo images. Mach. Vis. Appl. 21 (2) (2010)
Shuo Li, Jean Gao, James O. Nyagilo, Digant P. Dave
Eigenspectra, a robust regression method for multiplexed Raman spectra analysis. BIBM (2010)
Ninad Thakoor, Jean Gao, Venkat Devarajan
Multibody Structure-and-Motion Segmentation by Branch-and-Bound Model Selection. IEEE Trans. Image Process. 19 (6) (2010)
Young Bun Kim, Chin-Rang Yang, Jean Gao
Functional proteomic pattern identification under low dose ionizing radiation. Artif. Intell. Medicine 49 (3) (2010)
Ninad Thakoor, Venkat Devarajan, Jean Gao
Computation complexity of branch-and-bound model selection. ICCV (2009)
Jung Hun Oh, Yair Lotan, Prem Gurnani, Kevin P. Rosenblatt, Jean Gao
Prostate cancer biomarker discovery using high performance mass spectral serum profiling. Comput. Methods Programs Biomed. 96 (1) (2009)
Jung Hun Oh, Jean Gao
A kernel-based approach for detecting outliers of high-dimensional biological data. BMC Bioinform. 10 (S-4) (2009)
Quan Wen, Kate Luby-Phelps, Jean Gao
Tracking multiple interacting subcellular structure by sequential Monte Carlo method. Int. J. Data Min. Bioinform. 3 (3) (2009)
Jung Hun Oh, Jean Gao, Kevin P. Rosenblatt
Biological Data Outlier Detection Based on Kullback-Leibler Divergence. BIBM (2008)
Ninad Thakoor, Jean Gao
Branch-and-bound hypothesis selection for two-view multiple structure and motion segmentation. CVPR (2008)
Ninad Thakoor, Jean Gao, Venkat Devarajan
Multistage Branch-and-Bound Merging for Planar Surface Segmentation in Disparity Space. IEEE Trans. Image Process. 17 (11) (2008)
Jiaxing Xue, Jean Gao, Liping Tang
A hybrid computational model for phagocyte transmigration. BIBE (2008)
Ninad Thakoor, Jean Gao, Venkat Devarajan
Multihypothesis Prior for Segmentation of Stereo Disparity. IEEE Signal Process. Lett. 15 (2008)
Ninad Thakoor, Venkat Devarajan, Jean Gao
Multi-stage branch-and-bound for maximum variance disparity clustering. ICPR (2008)
Young Bun Kim, Jean Gao, Johanne V. Pastor, Kevin P. Rosenblatt
Signaling biomarker pattern discovery using reverse phase protein microarray. BIBE (2008)
Young Bun Kim, Jean Gao, Ying Dong, Chin-Rang Yang
Functional Proteomic Pattern Identification under Low Dose Ionizing Radiation. BIBM (2008)
Haining Shu, Qilian Liang, Jean Gao
Wireless Sensor Network Lifetime Analysis Using Interval Type-2 Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 16 (2) (2008)
Jung Hun Oh, Young Bun Kim, Prem Gurnani, Kevin P. Rosenblatt, Jean Gao
Biomarker Selection for Predicting Alzheimer Disease Using High-Resolution MALDI-TOF Data. BIBE (2007)
Ninad Thakoor, Sungyong Jung, Jean Gao
Real-time Planar Surface Segmentation in Disparity Space. CVPR (2007)
Ninad Thakoor, Jean Gao, Sungyong Jung
Hidden Markov Model-Based Weighted Likelihood Discriminant for 2-D Shape Classification. IEEE Trans. Image Process. 16 (11) (2007)
Jiaxing Xue, Jean Gao, Liping Tang
Mathematical Modeling of Phagocyte Chemotaxis toward and Adherence to Biomaterial Implants. BIBM (2007)
Jiaxing Xue, Jean Gao, Liping Tang
Phagocyte Transmigration Modeling Using System Dynamic Controls. BIBE (2007)
Quan Wen, Jean Gao, Kate Luby-Phelps
Multiple Interacting Subcellular Structure Tracking by Sequential Monte Carlo Method. BIBM (2007)
Sowmya Gopinath, Ninad Thakoor, Jean Gao, Kate Luby-Phelps
A Statistical Approach for Intensity Loss Compensation of Confocal Microscopy Images. ICIP (6) (2007)
Jiaxing Xue, Jean Gao, Gary Arbique, Michel Saint-Cyr, Dan Hatef, Spencer Brown
Three dimensional analysis of the vascular perfusion for anterolateral thigh perforator flaps. Medical Imaging: Image Processing (2007)
Jung Hun Oh, Young Bun Kim, Jean Gao
A Novel Classification Method for Analysis of Multi-stage Diseases via Mass Spectrometric Data. BIBM (2007)
Young Bun Kim, Jean Gao
A New Hybrid Approach for Unsupervised Gene Selection. CIBCB (2006)
Jung Hun Oh, Animesh Nandi, Prem Gurnani, Peter Bryant-Greenwood, Kevin P. Rosenblatt, Jean Gao
Prediction of labor for pregnant women using high-resolution mass spectrometry data. BIBE (2006)
Jean Gao, Akio Kosaka, Avinash C. Kak
A multi-Kalman filtering approach for video tracking of human-delineated objects in cluttered environments. Comput. Vis. Image Underst. 102 (3) (2006)
Young Bun Kim, Jean Gao
Unsupervised Gene Selection For High Dimensional Data. BIBE (2006)
Quan Wen, Jean Gao, Kate Luby-Phelps
Feature Selection, Matching, and Evaluation for Subcellular Structure Tracking. EMBC (2006)
Quan Wen, Jean Gao, Kate Luby-Phelps
Markov Chain Monte Carlo Data Association for Merge and Split Detection in Tracking Protein Clusters. ICPR (1) (2006)
Young Bun Kim, Jean Gao, Pawel Michalak
A New Maximum-Relevance Criterion for Significant Gene Selection. PRIB (2006)
Jung Hun Oh, Animesh Nandi, Prem Gurnani, Lynne Knowles, John Schorge, Kevin P. Rosenblatt, Jean Gao
Classification of Relapse Ovarian Cancer on MALDI-TOF Mass Spectrometry Data. CIBCB (2006)
Ninad Thakoor, Sungyong Jung, Quan Wen, Jean Gao
Occlusion Resistant Shape Classifier based onWarped Optimal Path Matching. ICPR (2) (2006)
Ninad Thakoor, Sungyong Jung, Jean Gao
Detecting Occlusion for Hidden Markov Modeled Shapes. ICIP (2006)
Quan Wen, Jean Gao, Kate Luby-Phelps
Region-based tracking of protein compounds. ISBI (2006)
Jiaxing Xue, Jean Gao, Gary Arbique, Spencer Brown, Michel Saint-Cyr
4D Vascular Tree Reconstruction using Moving Grid Deformation. EMBC (2006)
Ninad Thakoor, Jean Gao
Automatic video object shape extraction and its classification with camera in motion. ICIP (3) (2005)
Jean Gao, Akio Kosaka, Avinash C. Kak
A multi-Kalman filtering approach for video tracking of human-delineated objects in cluttered environments. Comput. Vis. Image Underst. 99 (1) (2005)
Ninad Thakoor, Jean Gao
Hidden Markov Model Based 2D Shape Classification. ACIVS (2005)
Quan Wen, Jean Gao, Akio Kosaka, Hidekazu Iwaki, Kate Luby-Phelps, Dorothy Mundy
A particle filter framework using optimal importance function for protein molecules tracking. ICIP (1) (2005)
Jung Hun Oh, Jean Gao
Peptide Identification by Tandem Mass Spectra: An Efficient Parallel Searching. BIBE (2005)
Ninad Thakoor, Sungyong Jung, Jean Gao
Hidden Markov Model Based Weighted Likelihood Discriminant for Minimum Error Shape Classification. ICME (2005)
Ninad Thakoor, Jean Gao
Automatic Extraction and Localization of Multiple Moving Objects with Stereo Camera in Motion. SMC (2005)
Young Bun Kim, Jean Gao
A New Semi-Supervised Subspace Clustering Algorithm on Fitting Mixture Models. CIBCB (2005)
Quan Wen, Jean Gao
Shape-based 3D vascular tree extraction for perforator flaps. Medical Imaging: Image Processing (2005)
Jung Hun Oh, Jean Gao, Animesh Nandi, Prem Gurnani, Lynne Knowles, John Schorge, Kevin P. Rosenblatt
Multicategory Classification using Extended SVM-RFE and Markov Blanket on SELDITOF Mass Spectrometry Data. CIBCB (2005)
Ninad Thakoor, Jean Gao
Shape Classifer Based on Generalized Probabilistic Descent Method with Hidden Markov Descriptor. ICCV (2005)
Hua-mei Chen, Yi-Fung Chen, Jean Gao
On the development of a fully automated cryosection image registration system. SMC (4) (2004)
Jean Gao, Ninad Thakoor, Sungyong Jung
A motion field reconstruction scheme for smooth boundary video object segmentation. ICIP (2004)
Jean Gao
Self-Occlusion Immune Video Tracking of Objects in Cluttered Environments. AVSS (2003)
Jean Gao
Object shape delineation during tracking process. ICIP (3) (2003)
Jean Gao, Avinash C. Kak
A multi-frame based motion estimation for semantic object tracking in the presence of occlusion. ICIP (3) (2002)
Jean Gao, Akio Kosaka
Circularly establishing feature correspondences and motion estimation for object tracking via multivisit of Kalman filtering. Image Processing: Algorithms and Systems (2002)
Jean Gao, Akio Kosaka
Multi-Visit of Kalman Filtering for Semantic Object Tracking. ICME (2001)
Jean Gao, Akio Kosaka, Avinash C. Kak
Interactive Color Image Segmentation Editor Driven by Active Contour Model. ICIP (3) (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jean Gao