Application of support vector machines to metabolomics experiments with limited replicates

Expanding the paradigm of thiol redox in the thermophilic root of life

(2013) Joshua Heinemann et al.   BIOCHIMICA ET BIOPHYSICA ACTA-GENERAL SUBJECTS

Metabolomics implicates altered sphingolipids in chronic pain of neuropathic origin

(2012) Gary J. Patti et al.   Nature Chemical Biology

Meta-analysis of untargeted metabolomic data from multiple profiling experiments

(2012) Gary J Patti et al.   Nature Protocols

MetaboLights—an open-access general-purpose repository for metabolomics studies and associated meta-data

(2012) Kenneth Haug et al.   NUCLEIC ACIDS RESEARCH

The Emerging Field of Quantitative Blood Metabolomics for Biomarker Discovery in Critical Illnesses

(2011) Natalie J. Serkova et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Expanding Coverage of the Metabolome for Global Metabolite Profiling

(2011) Oscar Yanes et al.   ANALYTICAL CHEMISTRY

Optimized Preprocessing of Ultra-Performance Liquid Chromatography/Mass Spectrometry Urinary Metabolic Profiles for Improved Information Recovery

(2011) Kirill A. Veselkov et al.   ANALYTICAL CHEMISTRY

Biomarkers for the Prediction of Type 2 Diabetes and Cardiovascular Disease

(2011) C Herder et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

A method for handling metabonomics data from liquid chromatography/mass spectrometry: combinational use of support vector machine recursive feature elimination, genetic algorithm and random forest for feature selection

(2011) Xiaohui Lin et al.   Metabolomics

Liver Metabolomic Changes Identify Biochemical Pathways in Hemorrhagic Shock

(2010) Drew M. Scribner et al.   JOURNAL OF SURGICAL RESEARCH

Ovarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines

(2009) Wei Guan et al.   BMC BIOINFORMATICS

Something Old, Something New, Something Borrowed; How the Thermoacidophilic Archaeon Sulfolobus solfataricus Responds to Oxidative Stress

(2009) Walid S. Maaty et al.   PLoS One

Analysis of Metabolomic Data Using Support Vector Machines

(2008) Sankar Mahadevan et al.   ANALYTICAL CHEMISTRY

Highly sensitive feature detection for high resolution LC/MS

(2008) Ralf Tautenhahn et al.   BMC BIOINFORMATICS

The Metabonomic Signature of Celiac Disease

(2008) Ivano Bertini et al.   JOURNAL OF PROTEOME RESEARCH