GSimp: A Gibbs sampler based left-censored missing value imputation approach for metabolomics studies

Missing Value Imputation Approach for Mass Spectrometry-based Metabolomics Data

(2018) Runmin Wei et al.   Scientific Reports

Accounting for the Multiple Natures of Missing Values in Label-Free Quantitative Proteomics Data Sets to Compare Imputation Strategies

(2016) Cosmin Lazar et al.   JOURNAL OF PROTEOME RESEARCH

Global metabolomic profiling targeting childhood obesity in the Hispanic population

(2015) Nancy F Butte et al.   AMERICAN JOURNAL OF CLINICAL NUTRITION

Analysis of the Human Adult Urinary Metabolome Variations with Age, Body Mass Index, and Gender by Implementing a Comprehensive Workflow for Univariate and OPLS Statistical Analyses

(2015) Etienne A. Thévenot et al.   JOURNAL OF PROTEOME RESEARCH

MetaboAnalyst 3.0—making metabolomics more meaningful

(2015) Jianguo Xia et al.   NUCLEIC ACIDS RESEARCH

Plasma metabolomic profiles enhance precision medicine for volunteers of normal health

(2015) Lining Guo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Circulating Unsaturated Fatty Acids Delineate the Metabolic Status of Obese Individuals

(2015) Yan Ni et al.   EBioMedicine

MetaboLyzer: A Novel Statistical Workflow for Analyzing Postprocessed LC–MS Metabolomics Data

(2013) Tytus D. Mak et al.   ANALYTICAL CHEMISTRY

MeltDB 2.0-advances of the metabolomics software system

(2013) N. Kessler et al.   BIOINFORMATICS

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Missing values in mass spectrometry based metabolomics: an undervalued step in the data processing pipeline

(2011) Olga Hrydziuszko et al.   Metabolomics