- Home
- Publications
- Publication Search
- Publication Details
Title
Computational and statistical analysis of metabolomics data
Authors
Keywords
Computational, Statistical, Unsupervised learning, Supervised learning, Pathway analysis, Time course data
Journal
Metabolomics
Volume 11, Issue 6, Pages 1492-1513
Publisher
Springer Nature
Online
2015-07-27
DOI
10.1007/s11306-015-0823-6
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Scaling in ANOVA-simultaneous component analysis
- (2015) Marieke E. Timmerman et al. Metabolomics
- Improving clustering with metabolic pathway data
- (2014) Diego H Milone et al. BMC BIOINFORMATICS
- Standardizing the experimental conditions for using urine in NMR-based metabolomic studies with a particular focus on diagnostic studies: a review
- (2014) Abdul-Hamid Emwas et al. Metabolomics
- A semiparametric approach to estimate rapid lung function decline in cystic fibrosis
- (2013) Rhonda D. Szczesniak et al. ANNALS OF EPIDEMIOLOGY
- Pathview: an R/Bioconductor package for pathway-based data integration and visualization
- (2013) Weijun Luo et al. BIOINFORMATICS
- Comparing methods for metabolic network analysis and an application to metabolic engineering
- (2013) Namrata Tomar et al. GENE
- Current metabolomics: Practical applications
- (2013) Sastia P. Putri et al. JOURNAL OF BIOSCIENCE AND BIOENGINEERING
- Metabolomics in cancer biomarker discovery: Current trends and future perspectives
- (2013) Emily G. Armitage et al. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS
- Current practice of liquid chromatography–mass spectrometry in metabolomics and metabonomics
- (2013) Helen G. Gika et al. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS
- NMR and pattern recognition methods in metabolomics: From data acquisition to biomarker discovery: A review
- (2012) Agnieszka Smolinska et al. ANALYTICA CHIMICA ACTA
- Microbial Strain Prioritization Using Metabolomics Tools for the Discovery of Natural Products
- (2012) Yanpeng Hou et al. ANALYTICAL CHEMISTRY
- Hierarchical clustering analysis of blood plasma lipidomics profiles from mono- and dizygotic twin families
- (2012) Harmen HM Draisma et al. EUROPEAN JOURNAL OF HUMAN GENETICS
- Characterizing maternal glycemic control: a more informative approach using semiparametric regression
- (2012) Rhonda VanDyke et al. Journal of Maternal-Fetal & Neonatal Medicine
- A practical guide to metabolomic profiling as a discovery tool for human heart disease
- (2012) Lisa C. Heather et al. JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY
- Translational biomarker discovery in clinical metabolomics: an introductory tutorial
- (2012) Jianguo Xia et al. Metabolomics
- Novel biomarkers for pre-diabetes identified by metabolomics
- (2012) Rui Wang-Sattler et al. Molecular Systems Biology
- MetaboAnalyst 2.0--a comprehensive server for metabolomic data analysis
- (2012) J. Xia et al. NUCLEIC ACIDS RESEARCH
- HMDB 3.0—The Human Metabolome Database in 2013
- (2012) David S. Wishart et al. NUCLEIC ACIDS RESEARCH
- The importance of experimental design and QC samples in large-scale and MS-driven untargeted metabolomic studies of humans
- (2012) Warwick B Dunn et al. Bioanalysis
- Ten Years of Pathway Analysis: Current Approaches and Outstanding Challenges
- (2012) Purvesh Khatri et al. PLoS Computational Biology
- Liquid chromatography–mass spectrometry based global metabolite profiling: A review
- (2011) Georgios A. Theodoridis et al. ANALYTICA CHIMICA ACTA
- A statistical framework for biomarker discovery in metabolomic time course data
- (2011) Maurice Berk et al. BIOINFORMATICS
- Prediction of Skeletal Muscle and Fat Mass in Patients with Advanced Cancer Using a Metabolomic Approach
- (2011) Cynthia Stretch et al. JOURNAL OF NUTRITION
- Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies
- (2011) Ewa Szymańska et al. Metabolomics
- Bioinformatics tools for cancer metabolomics
- (2011) Grigoriy Blekherman et al. Metabolomics
- Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry
- (2011) Warwick B Dunn et al. Nature Protocols
- Dietary intake patterns are reflected in metabolomic profiles: potential role in dietary assessment studies
- (2010) Aifric O'Sullivan et al. AMERICAN JOURNAL OF CLINICAL NUTRITION
- Metabolic profiling strategy for discovery of nutritional biomarkers: proline betaine as a marker of citrus consumption
- (2010) Silke S Heinzmann et al. AMERICAN JOURNAL OF CLINICAL NUTRITION
- Targeted Metabolomics for Biomarker Discovery
- (2010) William J. Griffiths et al. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION
- 1H nuclear magnetic resonance based metabolic urinary profiling of patients with ischemic heart failure
- (2010) Seok-Min Kang et al. CLINICAL BIOCHEMISTRY
- Factorial and reduced K-means reconsidered
- (2010) Marieke E. Timmerman et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Metabolomic Profiling Reveals Biochemical Pathways and Biomarkers Associated with Pathogenesis in Cystic Fibrosis Cells
- (2010) Diana R. Wetmore et al. JOURNAL OF BIOLOGICAL CHEMISTRY
- MassBank: a public repository for sharing mass spectral data for life sciences
- (2010) Hisayuki Horai et al. JOURNAL OF MASS SPECTROMETRY
- Sparse partial least squares regression for simultaneous dimension reduction and variable selection
- (2010) Hyonho Chun et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Sparse Partial Least Squares Classification for High Dimensional Data
- (2010) Dongjun Chung et al. Statistical Applications in Genetics and Molecular Biology
- Support Vector Machines for classification and regression
- (2009) Richard G. Brereton et al. ANALYST
- 1H NMR-based metabolomics approach for exploring urinary metabolome modifications after acute and chronic physical exercise
- (2009) C. Enea et al. ANALYTICAL AND BIOANALYTICAL CHEMISTRY
- Application of Fuzzy c-Means Clustering in Data Analysis of Metabolomics
- (2009) Xiang Li et al. ANALYTICAL CHEMISTRY
- KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor
- (2009) Jitao David Zhang et al. BIOINFORMATICS
- Comparison of public peak detection algorithms for MALDI mass spectrometry data analysis
- (2009) Chao Yang et al. BMC BIOINFORMATICS
- Ovarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines
- (2009) Wei Guan et al. BMC BIOINFORMATICS
- Prediction of breast cancer by profiling of urinary RNA metabolites using Support Vector Machine-based feature selection
- (2009) Carsten Henneges et al. BMC CANCER
- Flux balance analysis of biological systems: applications and challenges
- (2009) K. Raman et al. BRIEFINGS IN BIOINFORMATICS
- The gut microbiota modulates host energy and lipid metabolism in mice
- (2009) Vidya R. Velagapudi et al. JOURNAL OF LIPID RESEARCH
- icoshift: A versatile tool for the rapid alignment of 1D NMR spectra
- (2009) F. Savorani et al. JOURNAL OF MAGNETIC RESONANCE
- Dynamic metabolomic data analysis: a tutorial review
- (2009) A. K. Smilde et al. Metabolomics
- Mass-spectrometry-based metabolomics: limitations and recommendations for future progress with particular focus on nutrition research
- (2009) Augustin Scalbert et al. Metabolomics
- MetaboAnalyst: a web server for metabolomic data analysis and interpretation
- (2009) J. Xia et al. NUCLEIC ACIDS RESEARCH
- Data clustering: 50 years beyond K-means
- (2009) Anil K. Jain PATTERN RECOGNITION LETTERS
- Survey of the Quality of Experimental Design, Statistical Analysis and Reporting of Research Using Animals
- (2009) Carol Kilkenny et al. PLoS One
- Correlative and quantitative 1H NMR-based metabolomics reveals specific metabolic pathway disturbances in diabetic rats
- (2008) Shucha Zhang et al. ANALYTICAL BIOCHEMISTRY
- Analysis of Metabolomic Data Using Support Vector Machines
- (2008) Sankar Mahadevan et al. ANALYTICAL CHEMISTRY
- Baseline Correction for NMR Spectroscopic Metabolomics Data Analysis
- (2008) Yuanxin Xi et al. BMC BIOINFORMATICS
- Support vector machines and its applications in chemistry
- (2008) Hongdong Li et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Gaussian binning: a new kernel-based method for processing NMR spectroscopic data for metabolomics
- (2008) Paul E. Anderson et al. Metabolomics
- Metabolite identification via the Madison Metabolomics Consortium Database
- (2008) Qiu Cui et al. NATURE BIOTECHNOLOGY
- Metabolomics: A Global Biochemical Approach to the Study of Central Nervous System Diseases
- (2008) Rima Kaddurah-Daouk et al. NEUROPSYCHOPHARMACOLOGY
- Evidence of different metabolic phenotypes in humans
- (2008) M. Assfalg et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now