A Robust Reduced Rank Graph Regression Method for Neuroimaging Genetic Analysis

Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection

(2018) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Feature selection by optimizing a lower bound of conditional mutual information

(2017) Hanyang Peng et al.   INFORMATION SCIENCES

Dynamic graph learning for spectral feature selection

(2017) Wei Zheng et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Graph self-representation method for unsupervised feature selection

(2017) Rongyao Hu et al.   NEUROCOMPUTING

FGWAS: Functional genome wide association analysis

(2017) Chao Huang et al.   NEUROIMAGE

Bayesian longitudinal low-rank regression models for imaging genetic data from longitudinal studies

(2017) Zhao-Hua Lu et al.   NEUROIMAGE

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

(2017) Xiaofeng Zhu et al.   IEEE Transactions on Neural Networks and Learning Systems

Identifying Multimodal Intermediate Phenotypes Between Genetic Risk Factors and Disease Status in Alzheimer’s Disease

(2016) Xiaoke Hao et al.   NEUROINFORMATICS

Common genetic variants influence human subcortical brain structures

(2015) Derrek P. Hibar et al.   NATURE

Combination of dynamic 11C-PIB PET and structural MRI improves diagnosis of Alzheimer’s disease

(2015) Linwen Liu et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Robust brain parcellation using sparse representation on resting-state fMRI

(2014) Yu Zhang et al.   Brain Structure & Function

Comparison of dual-biomarker PIB-PET and dual-tracer PET in AD diagnosis

(2014) Liping Fu et al.   EUROPEAN RADIOLOGY

Regularized multivariate regression models with skew-t error distributions

(2014) Lianfu Chen et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Whole-genome analyses of whole-brain data: working within an expanded search space

(2014) Sarah E Medland et al.   NATURE NEUROSCIENCE

Genetics of the connectome

(2013) Paul M. Thompson et al.   NEUROIMAGE

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

(2012) H. Wang et al.   BIOINFORMATICS

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

(2012) H. Wang et al.   BIOINFORMATICS

Genetic insights in Alzheimer's disease

(2012) Karolien Bettens et al.   LANCET NEUROLOGY

A feasible method for optimization with orthogonality constraints

(2012) Zaiwen Wen et al.   MATHEMATICAL PROGRAMMING

Epidemiology of Alzheimer disease

(2011) Christiane Reitz et al.   Nature Reviews Neurology

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease

(2011) Maria Vounou et al.   NEUROIMAGE

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

(2011) Daoqiang Zhang et al.   NEUROIMAGE

SORCS1 alters amyloid precursor protein processing and variants may increase Alzheimer's disease risk

(2010) Christiane Reitz et al.   ANNALS OF NEUROLOGY

Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach

(2010) Maria Vounou et al.   NEUROIMAGE

Brain anatomical networks in early human brain development

(2010) Yong Fan et al.   NEUROIMAGE

Genome-wide association study identifies variants at CLU and PICALM associated with Alzheimer's disease

(2009) Denise Harold et al.   NATURE GENETICS

The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods

(2008) Clifford R. Jack et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING