Li Shen

According to our database1, Li Shen
  • authored at least 106 papers between 1998 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
A novel SCCA approach via truncated ℓ1-norm and truncated group lasso for brain imaging genetics.
Bioinformatics, 2018

Joint exploration and mining of memory-relevant brain anatomic and connectomic patterns via a three-way association model.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Predicting progressions of cognitive outcomes via high-order multi-modal multi-task feature learning.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Multiple incomplete views clustering via non-negative matrix factorization with its application in Alzheimer's disease analysis.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Two-dimensional enrichment analysis for mining high-level imaging genetic associations.
Brain Informatics, 2017

Brain explorer for connectomic analysis.
Brain Informatics, 2017

Tissue-specific network-based genome wide study of amygdala imaging phenotypes to identify functional interaction modules.
Bioinformatics, 2017

Identification of associations between genotypes and longitudinal phenotypes via temporally-constrained group sparse canonical correlation analysis.
Bioinformatics, 2017

Longitudinal Genotype-Phenotype Association Study via Temporal Structure Auto-learning Predictive Model.
Proceedings of the Research in Computational Molecular Biology, 2017

Identification of Discriminative Imaging Proteomics Associations in Alzheimer's Disease via a Novel Sparse Correlation Model>.
Proceedings of the Biocomputing 2017: Proceedings of the Pacific Symposium, 2017

Session Introduction.
Proceedings of the Biocomputing 2017: Proceedings of the Pacific Symposium, 2017

Transcriptome-Guided Imaging Genetic Analysis via a Novel Sparse CCA Algorithm.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

A Fast SCCA Algorithm for Big Data Analysis in Brain Imaging Genetics.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Predicting Interrelated Alzheimer's Disease Outcomes via New Self-learned Structured Low-Rank Model.
Proceedings of the Information Processing in Medical Imaging, 2017

Identifying Associations Between Brain Imaging Phenotypes and Genetic Factors via a Novel Structured SCCA Approach.
Proceedings of the Information Processing in Medical Imaging, 2017

Network-based genome wide study of hippocampal imaging phenotype in Alzheimer's Disease to identify functional interaction modules.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

BECA: A Software Tool for Integrated Visualization of Human Brain Data.
Proceedings of the Brain Informatics - International Conference, 2017

2016
Identifying Multimodal Intermediate Phenotypes Between Genetic Risk Factors and Disease Status in Alzheimer's Disease.
Neuroinformatics, 2016

Structured sparse CCA for brain imaging genetics via graph OSCAR.
BMC Systems Biology, 2016

Structured sparse canonical correlation analysis for brain imaging genetics: an improved GraphNet method.
Bioinformatics, 2016

Network-based analysis of genetic variants associated with hippocampal volume in Alzheimer's disease: a study of ADNI cohorts.
BioData Mining, 2016

Diagnosis-Guided Method for Identifying Multi-Modality Neuroimaging Biomarkers Associated with Genetic Risk Factors in Alzheimer's Disease.
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

A New Statistical Image Analysis Approach and Its Application to Hippocampal Morphometry.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

New Probabilistic Multi-graph Decomposition Model to Identify Consistent Human Brain Network Modules.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Sparse Canonical Correlation Analysis via truncated ℓ1-norm with application to brain imaging genetics.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
Erratum to: Improving protein order-disorder classification using charge-hydropathy plots.
BMC Bioinformatics, 2015

The role of visualization and 3-D printing in biological data mining.
BioData Mining, 2015

Identifying Connectome Module Patterns via New Balanced Multi-graph Normalized Cut.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Two-Dimensional Enrichment Analysis for Mining High-Level Imaging Genetic Associations.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

Integrated Visualization of Human Brain Connectome Data.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

GN-SCCA: GraphNet Based Sparse Canonical Correlation Analysis for Brain Imaging Genetics.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014
Identifying the Neuroanatomical Basis of Cognitive Impairment in Alzheimer's Disease by Correlation- and Nonlinearity-Aware Sparse Bayesian Learning.
IEEE Trans. Med. Imaging, 2014

Improving protein order-disorder classification using charge-hydropathy plots.
BMC Bioinformatics, 2014

Transcriptome-guided amyloid imaging genetic analysis via a novel structured sparse learning algorithm.
Bioinformatics, 2014

Computational genetics analysis of grey matter density in Alzheimer's disease.
BioData Mining, 2014

Accelerating Sparse Canonical Correlation Analysis for Large Brain Imaging Genetics Data.
Proceedings of the Annual Conference of the Extreme Science and Engineering Discovery Environment, 2014

Human Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A Novel Structure-Aware Sparse Learning Algorithm for Brain Imaging Genetics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Joint identification of imaging and proteomics biomarkers of Alzheimer's disease using network-guided sparse learning.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Data synthesis and method evaluation for brain imaging genetics.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Interactive object extraction by merging regions with k-global maximal similarity.
Neurocomputing, 2013

Network-Guided Sparse Learning for Predicting Cognitive Outcomes from MRI Measures.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

PARP1 Gene Variation and Microglial Activity on [11C]PBR28 PET in Older Adults at Risk for Alzheimer's Disease.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

A Graph-Based Integration of Multimodal Brain Imaging Data for the Detection of Early Mild Cognitive Impairment (E-MCI).
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Genetic Clustering on the Hippocampal Surface for Genome-Wide Association Studies.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Structural Brain Network Constrained Neuroimaging Marker Identification for Predicting Cognitive Functions.
Proceedings of the Information Processing in Medical Imaging, 2013

Exploring Interestingness in a Computational Evolution System for the Genome-Wide Genetic Analysis of Alzheimer's Disease.
Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013

2012
Erratum to "A large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's Disease in the ADNI cohort" [Neuroimage 60/3(2012) 1608-1621].
NeuroImage, 2012

A large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's disease in the ADNI cohort.
NeuroImage, 2012

From phenotype to genotype: an association study of longitudinal phenotypic markers to Alzheimer's disease relevant SNPs.
Bioinformatics, 2012

Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning.
Bioinformatics, 2012

Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort.
Bioinformatics, 2012

Principles of Computational Modeling in NeuroscienceDavid Sterratt, Bruce Graham, Andrew Gillies and David Willshaw.
Briefings in Bioinformatics, 2012

High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Multimodal Neuroimaging Predictors for Cognitive Performance Using Structured Sparse Learning.
Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012

Sparse Bayesian multi-task learning for predicting cognitive outcomes from neuroimaging measures in Alzheimer's disease.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Regional reproducibility of pulsed arterial spin labeling perfusion imaging at 3T.
NeuroImage, 2011

Voxelwise gene-wide association study (vGeneWAS): Multivariate gene-based association testing in 731 elderly subjects.
NeuroImage, 2011

Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Hippocampal Surface Mapping of Genetic Risk Factors in AD via Sparse Learning Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Identifying Neuroimaging and Proteomic Biomarkers for MCI and AD via the Elastic Net.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Age-related neuroinflammation in non-demented elderly adults: Preliminary findings with the TSPO ligand [11C]PBR28.
NeuroImage, 2010

Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease.
NeuroImage, 2010

Voxelwise genome-wide association study (vGWAS).
NeuroImage, 2010

Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort.
NeuroImage, 2010

Sparse Bayesian Learning for Identifying Imaging Biomarkers in AD Prediction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A Framework for 3D Analysis of Facial Morphology in Fetal Alcohol Syndrome.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

2009
Mining 3D Shape Data for Morphometric Pattern Discovery.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Fourier method for large-scale surface modeling and registration.
Computers & Graphics, 2009

Data synthesis and tool development for exploring imaging genomic patterns.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2009

2007
Weighted Fourier Series Representation and Its Application to Quantifying the Amount of Gray Matter.
IEEE Trans. Med. Imaging, 2007

A Novel Surface Registration Algorithm With Biomedical Modeling Applications.
IEEE Trans. Information Technology in Biomedicine, 2007

Three-dimensional Models for Cardiac Bioelectricity Simulation: Cell to Organ.
Simulation, 2007

Surface Harmonics for Shape Modeling.
Proceedings of the International Conference on Image Processing, 2007

Efficient Registration of 3D SPHARM Surfaces.
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007

Morphometric Analysis of Hippocampal Shape in Mild Cognitive Impairment: An Imaging Genetics Study.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Spherical mapping for processing of 3D closed surfaces.
Image Vision Comput., 2006

Fast surface alignment for cardiac spatio-temporal modeling: application to ischemic cardiac shape modeling.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Spatio-temporal analysis tool for modeling pulmonary nodules in MR images.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Multi-scale Voxel-Based Morphometry Via Weighted Spherical Harmonic Representation.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Large-Scale Modeling of Parametric Surfaces Using Spherical Harmonics.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

Shape Analysis and Spatio-Temporal Tracking of Mesoscale Eddies in Miami Isopycnic Coordinate Ocean Model.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

Hemispherical Harmonic Surface Description and Applications to Medical Image Analysis.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

A Spatio-Temporal Modeling Method for Shape Representation.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
A clustering-based approach for prediction of cardiac resynchronization therapy.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Functional analysis of cardiac MR images using SPHARM modeling.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

An interactive 3D visualization and manipulation tool for effective assessment of angiogenesis and arteriogenesis using computed tomographic angiography.
Proceedings of the Medical Imaging 2005: Visualization, 2005

A Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

K-means+ Method for Improving Gene Selection for Classification of Microarray Data.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

2004
A surface-based approach for classification of 3D neuroanatomic structures.
Intell. Data Anal., 2004

Data Brokers: Building Collections through Automated Negotiation.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Shape-based discriminative analysis of combined bilateral hippocampi using multiple object alignment.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Generating fuzzy semantic metadata describing spatial relations from images using the R-histogram.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

Spherical Parameterization for 3D Surface Analysis in Volumetric Images.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

2003
A Spatio-temporal Multi-modal Data Management and Analysis Environment for Tracking MS Lesions.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

Hippocampal shape analysis: surface-based representation and classification.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Morphometric Analysis of Brain Structures for Improved Discrimination.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

SCENS: A System for the Mediated Sharing of Sensitive Data.
Proceedings of the ACM/IEEE 2003 Joint Conference on Digital Libraries (JCDL 2003), 2003

2002
MetaDL: A Digital Library of Metadata for Sensitive or Complex Research Data.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2002

2000
Fast Association Discovery in Derivative Transaction Collections.
Knowl. Inf. Syst., 2000

Mining the Most Interesting Web Access Associations.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000

1999
New Algorithms for Efficient Mining of Association Rules.
Inf. Sci., 1999

1998
Mining Flexible Multiple-Level Association Rules in All Concept Hierarchies (Extended Abstract).
Proceedings of the Database and Expert Systems Applications, 9th International Conference, 1998


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