Sparse multiple co-Inertia analysis with application to integrative analysis of multi -Omics data

Penalized co-inertia analysis with applications to -omics data

(2018) Eun Jeong Min et al.   BIOINFORMATICS

Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow

(2018) Kean Ming Tan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Leukemia-cell proliferation and disease progression in patients with early stage chronic lymphocytic leukemia

(2017) E J Murphy et al.   LEUKEMIA

Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods

(2017) Michel Tenenhaus et al.   PSYCHOMETRIKA

Dimension reduction techniques for the integrative analysis of multi-omics data

(2016) Chen Meng et al.   BRIEFINGS IN BIOINFORMATICS

EpCAM Inhibition Sensitizes Chemoresistant Leukemia to Immune Surveillance

(2016) Xiaohu Zheng et al.   CANCER RESEARCH

DNA methylation dynamics during B cell maturation underlie a continuum of disease phenotypes in chronic lymphocytic leukemia

(2016) Christopher C Oakes et al.   NATURE GENETICS

KEGG: new perspectives on genomes, pathways, diseases and drugs

(2016) Minoru Kanehisa et al.   NUCLEIC ACIDS RESEARCH

A multivariate approach to the integration of multi-omics datasets

(2014) Chen Meng et al.   BMC BIOINFORMATICS

Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis

(2014) Arthur Tenenhaus et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

SPARC promotes leukemic cell growth and predicts acute myeloid leukemia outcome

(2014) Houda Alachkar et al.   JOURNAL OF CLINICAL INVESTIGATION

Sparse representation approaches for the classification of high-dimensional biological data

(2013) Yifeng Li et al.   BMC Systems Biology

The Value of Statistical or Bioinformatics Annotation for Rare Variant Association With Quantitative Trait

(2013) Andrea E. Byrnes et al.   GENETIC EPIDEMIOLOGY

CellMiner: A Web-Based Suite of Genomic and Pharmacologic Tools to Explore Transcript and Drug Patterns in the NCI-60 Cell Line Set

(2012) W. C. Reinhold et al.   CANCER RESEARCH

mRNA and microRNA Expression Profiles of the NCI-60 Integrated with Drug Activities

(2010) H. Liu et al.   MOLECULAR CANCER THERAPEUTICS

Sparse canonical methods for biological data integration: application to a cross-platform study

(2009) Kim-Anh Lê Cao et al.   BMC BIOINFORMATICS

ToppGene Suite for gene list enrichment analysis and candidate gene prioritization

(2009) J. Chen et al.   NUCLEIC ACIDS RESEARCH

Extensions of Sparse Canonical Correlation Analysis with Applications to Genomic Data

(2009) Daniela M Witten et al.   Statistical Applications in Genetics and Molecular Biology

Network-constrained regularization and variable selection for analysis of genomic data

(2008) C. Li et al.   BIOINFORMATICS

Quantifying the Association between Gene Expressions and DNA-Markers by Penalized Canonical Correlation Analysis

(2008) Sandra Waaijenborg et al.   Statistical Applications in Genetics and Molecular Biology