Meta-analytic support vector machine for integrating multiple omics data

MetaKTSP: a meta-analytic top scoring pair method for robust cross-study validation of omics prediction analysis

(2016) SungHwan Kim et al.   BIOINFORMATICS

Identification of key regulators of pancreatic cancer progression through multidimensional systems-level analysis

(2016) Deepa Rajamani et al.   Genome Medicine

Statistical Methods in Integrative Genomics

(2016) Sylvia Richardson et al.   Annual Review of Statistics and Its Application

Weighted K-means support vector machine for cancer prediction

(2016) SungHwan Kim   SpringerPlus

A Novel Genomic Signature with Translational Significance for Human Idiopathic Pulmonary Fibrosis

(2015) Yasmina Bauer et al.   AMERICAN JOURNAL OF RESPIRATORY CELL AND MOLECULAR BIOLOGY

Integrative analysis of multi-omics data for identifying multi-markers for diagnosing pancreatic cancer

(2015) Min-Seok Kwon et al.   BMC GENOMICS

Hypothesis setting and order statistic for robust genomic meta-analysis

(2014) Chi Song et al.   Annals of Applied Statistics

Meta-analysis based variable selection for gene expression data

(2014) Quefeng Li et al.   BIOMETRICS

Measuring the Effect of Inter-Study Variability on Estimating Prediction Error

(2014) Shuyi Ma et al.   PLoS One

Breast Cancer Index Identifies Early-Stage Estrogen Receptor-Positive Breast Cancer Patients at Risk for Early- and Late-Distant Recurrence

(2013) Y. Zhang et al.   CLINICAL CANCER RESEARCH

The expression profile of ATP-binding cassette transporter genes in breast carcinoma

(2013) Viktor Hlaváč et al.   PHARMACOGENOMICS

An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma

(2013) Mahmoud ElHefnawi et al.   GENOMICS PROTEOMICS & BIOINFORMATICS

Altered DNA Methylation Profile in Idiopathic Pulmonary Fibrosis

(2012) Yan Y. Sanders et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Regulation of TGF-β storage and activation in the human idiopathic pulmonary fibrosis lung

(2012) Outi Leppäranta et al.   CELL AND TISSUE RESEARCH

Peripheral blood biomarkers in idiopathic pulmonary fibrosis

(2012) Rekha Vij et al.   Translational Research

An adaptively weighted statistic for detecting differential gene expression when combining multiple transcriptomic studies

(2011) Jia Li et al.   Annals of Applied Statistics

Breast cancer resistance protein (BCRP/ABCG2): its role in multidrug resistance and regulation of its gene expression

(2011) Takeo Nakanishi et al.   Chinese Journal of Cancer

Automated Network Analysis Identifies Core Pathways in Glioblastoma

(2010) Ethan Cerami et al.   PLoS One

Gene Expression Profiles of Acute Exacerbations of Idiopathic Pulmonary Fibrosis

(2009) Kazuhisa Konishi et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Array of hope: expression profiling identifies disease biomarkers and mechanism

(2009) Soumyaroop Bhattacharya et al.   BIOCHEMICAL SOCIETY TRANSACTIONS

PID: the Pathway Interaction Database

(2008) Carl F. Schaefer et al.   NUCLEIC ACIDS RESEARCH

Human Protein Reference Database--2009 update

(2008) T. S. Keshava Prasad et al.   NUCLEIC ACIDS RESEARCH

Support Vector Machines and Kernels for Computational Biology

(2008) Asa Ben-Hur et al.   PLoS Computational Biology