Improving peak detection in high-resolution LC/MS metabolomics data using preexisting knowledge and machine learning approach

Hybrid Feature Detection and Information Accumulation Using High-Resolution LC–MS Metabolomics Data

(2013) Tianwei Yu et al.   JOURNAL OF PROTEOME RESEARCH

Data Preprocessing Method for Liquid Chromatography–Mass Spectrometry Based Metabolomics

(2012) Xiaoli Wei et al.   ANALYTICAL CHEMISTRY

Metabolomics: the apogee of the omics trilogy

(2012) Gary J. Patti et al.   NATURE REVIEWS MOLECULAR CELL BIOLOGY

ROCS: Receiver Operating Characteristic Surface for Class-Skewed High-Throughput Data

(2012) Tianwei Yu   PLoS One

CAMERA: An Integrated Strategy for Compound Spectra Extraction and Annotation of Liquid Chromatography/Mass Spectrometry Data Sets

(2011) Carsten Kuhl et al.   ANALYTICAL CHEMISTRY

AMDORAP: Non-targeted metabolic profiling based on high-resolution LC-MS

(2011) Hiroki Takahashi et al.   BMC BIOINFORMATICS

LC-MS-based metabolomics

(2011) Bin Zhou et al.   Molecular BioSystems

A practical approach to detect unique metabolic patterns for personalized medicine

(2010) Jennifer M. Johnson et al.   ANALYST

Quantification and deconvolution of asymmetric LC-MS peaks using the bi-Gaussian mixture model and statistical model selection

(2010) Tianwei Yu et al.   BMC BIOINFORMATICS

apLCMS—adaptive processing of high-resolution LC/MS data

(2009) Tianwei Yu et al.   BIOINFORMATICS

Analytical and statistical approaches to metabolomics research

(2009) Haleem J. Issaq et al.   JOURNAL OF SEPARATION SCIENCE

Highly sensitive feature detection for high resolution LC/MS

(2008) Ralf Tautenhahn et al.   BMC BIOINFORMATICS

Feature detection and alignment of hyphenated chromatographic–mass spectrometric data

(2008) K. Magnus Åberg et al.   JOURNAL OF CHROMATOGRAPHY A

The Metabolome-Wide Association Study: A New Look at Human Disease Risk Factors

(2008) Jeremy K. Nicholson et al.   JOURNAL OF PROTEOME RESEARCH

Metabolite identification via the Madison Metabolomics Consortium Database

(2008) Qiu Cui et al.   NATURE BIOTECHNOLOGY

HMDB: a knowledgebase for the human metabolome

(2008) D. S. Wishart et al.   NUCLEIC ACIDS RESEARCH