An integrative imputation method based on multi-omics datasets

By the company they keep: interaction networks define the binding ability of transcription factors

(2015) Davide Cirillo et al.   NUCLEIC ACIDS RESEARCH

Predicting genome-wide DNA methylation using methylation marks, genomic position, and DNA regulatory elements

(2015) Weiwei Zhang et al.   GENOME BIOLOGY

STRING v10: protein–protein interaction networks, integrated over the tree of life

(2014) Damian Szklarczyk et al.   NUCLEIC ACIDS RESEARCH

An integrated hierarchical Bayesian approach to normalizing left-censored microRNA microarray data

(2013) Jia Kang et al.   BMC GENOMICS

Integrated Analysis of Transcriptomic and Proteomic Data

(2013) Saad Haider et al.   CURRENT GENOMICS

Integrative analysis of transcriptomic and proteomic data of Shewanella oneidensis: missing value imputation using temporal datasets

(2011) Wandaliz Torres-García et al.   Molecular BioSystems

Iterative bicluster-based least square framework for estimation of missing values in microarray gene expression data

(2011) K.O. Cheng et al.   PATTERN RECOGNITION

Missing value imputation for gene expression data: computational techniques to recover missing data from available information

(2010) A. W.-C. Liew et al.   BRIEFINGS IN BIOINFORMATICS

MAGIA, a web-based tool for miRNA and Genes Integrated Analysis

(2010) G. Sales et al.   NUCLEIC ACIDS RESEARCH

Analyses and Comparison of Imputation-Based Association Methods

(2010) Yu-Fang Pei et al.   PLoS One

Missing values in gel-based proteomics

(2010) Daniela Albrecht et al.   PROTEOMICS

Integrative analysis of transcriptomic and proteomic data of Desulfovibrio vulgaris: a non-linear model to predict abundance of undetected proteins

(2009) Wandaliz Torres-García et al.   BIOINFORMATICS

Dealing with missing values in large-scale studies: microarray data imputation and beyond

(2009) T. Aittokallio   BRIEFINGS IN BIOINFORMATICS

Correlation of mRNA and protein in complex biological samples

(2009) Tobias Maier et al.   FEBS LETTERS

Missing value imputation for microarray gene expression data using histone acetylation information

(2008) Qian Xiang et al.   BMC BIOINFORMATICS

Sequential local least squares imputation estimating missing value of microarray data

(2008) Xiaobai Zhang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

MicroRNA Expression Profiles Associated With Prognosis and Therapeutic Outcome in Colon Adenocarcinoma

(2008) Aaron J. Schetter et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Treatment of missing values for multivariate statistical analysis of gel-based proteomics data

(2008) Romina Pedreschi et al.   PROTEOMICS