Concepedia

Data-driven Metabolite Annotation

Data-Driven Metabolite Annotation is a computational approach within metabolomics that systematically identifies and characterizes metabolites in complex biological samples by leveraging empirical data patterns and statistical inference, distinguished from hypothesis-driven methods through its reliance on high-throughput experimental data and machine-learning or pattern-recognition algorithms to assign putative chemical identities.

85

Publications

10.4K

Citations

592

Authors

267

Institutions

Publications per year

2017–2026

53

Parents

Publications

85

HMDB: a knowledgebase for the human metabolome

David S. Wishart, Craig Knox, An Chi Guo et al. · Nucleic Acids Research · 2008 · 1.9K citations · Full text

, , +17

Web-based inference of biological patterns, functions and pathways from metabolomic data using MetaboAnalyst

Jianguo Xia, David S. Wishart · Nature Protocols · 2011 · 1.4K citations

, , +16

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

Carsten Kuhl, Ralf Tautenhahn, Christoph Böttcher et al. · Analytical Chemistry · 2011 · 1.2K citations

, , +17

CFM-ID: a web server for annotation, spectrum prediction and metabolite identification from tandem mass spectra

Felicity Allen, Allison Pon, Michael Wilson et al. · Nucleic Acids Research · 2014 · 479 citations · Full text

, , +17

Integration of Molecular Networking and <i>In-Silico</i> MS/MS Fragmentation for Natural Products Dereplication

Pierre‐Marie Allard, Tiphaine Péresse, Jonathan Bisson et al. · Analytical Chemistry · 2016 · 397 citations

, , +17

1–5 of 85

Authors

592

  1. TA
    Theodore Alexandrov

    University of California San Diego, United States

    4 publications · 147 citations

    4

    h-index

  2. SN
    Steffen Neumann

    Leibniz Institute of Plant Biochemistry, Germany

    4 publications · 1.7K citations

    4

    h-index

  3. ZZ
    Zheng‐Jiang Zhu

    Shanghai Institute of Organic Chemistry, China

    3 publications · 429 citations

    3

    h-index

  4. DS
    David S. Wishart

    University of Alberta, Canada

    3 publications · 3.8K citations

    3

    h-index

  5. DS
    Daisuke Shibata

    Kazusa DNA Research Institute, Japan

    3 publications · 327 citations

    3

    h-index

1–5 of 592

Institutions

267

  1. University of California San Diego

    San Diego, United States

    7 h-index

    11 publications

    483 citations

  2. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    21 publications

    2.2K citations

  3. Leibniz Institute of Plant Biochemistry

    Halle, Germany

    5 h-index

    10 publications

    4.4K citations

  4. University of Geneva

    Geneva, Switzerland

    4 h-index

    12 publications

    1.4K citations

  5. Wageningen University & Research

    Wageningen, The Netherlands

    4 h-index

    11 publications

    955 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    14 publications

    811 citations

  7. Fondazione Edmund Mach

    San Michele all'Adige, Italy

    4 h-index

    10 publications

    538 citations

  8. European Molecular Biology Laboratory

    Hamburg, Germany

    4 h-index

    29 publications

    1.7K citations

1–8 of 267

Venues

  1. Analytical Chemistry

    12 publications · 2.4K citations

    11

    h-index

  2. Bioinformatics

    9 publications · 592 citations

    9

    h-index

  3. Metabolites

    4 publications · 221 citations

    5

    h-index

  4. Food Chemistry

    4 publications · 130 citations

    4

    h-index

  5. Nature Communications

    4 publications · 496 citations

    4

    h-index

1–5