Concepedia

Data Normalization In Metabolite Profiling

Data Normalization in Metabolite Profiling is a computational preprocessing step that adjusts metabolomics data to correct for systematic variations and technical biases, thereby enabling biologically meaningful comparisons across samples by scaling measurements to a common reference framework.

111

Publications

12.5K

Citations

658

Authors

281

Institutions

Publications per year

2017–2026

49

Parents

Publications

111

Centering, scaling, and transformations: improving the biological information content of metabolomics data

Robert A. van den Berg, Huub C. J. Hoefsloot, Johan A. Westerhuis et al. · BMC Genomics · 2006 · 2.4K citations · Full text

, , +16

Probabilistic Quotient Normalization as Robust Method to Account for Dilution of Complex Biological Mixtures. Application in <sup>1</sup>H NMR Metabonomics

Frank Dieterle, Alfred Ross, Götz Schlotterbeck et al. · Analytical Chemistry · 2006 · 1.8K citations

, , +13

Scaling and Normalization Effects in NMR Spectroscopic Metabonomic Data Sets

Andrew Craig, Olivier Cloarec, Elaine Holmes et al. · Analytical Chemistry · 2006 · 494 citations

, , +15

Normalization method for metabolomics data using optimal selection of multiple internal standards

Marko Sysi‐Aho, Mikko Katajamaa, Laxman Yetukuri et al. · BMC Bioinformatics · 2007 · 363 citations · Full text

, , +16

NOREVA: normalization and evaluation of MS-based metabolomics data

Bo Li, Jing Tang, Qingxia Yang et al. · Nucleic Acids Research · 2017 · 362 citations · Full text

, , +16

1–5 of 111

Authors

658

  1. PJ
    Peter J. Oefner

    University of Regensburg, Germany

    5 publications · 372 citations

    5

    h-index

  2. HU
    Helena U. Zacharias

    University of Regensburg, Germany

    3 publications · 90 citations

    4

    h-index

  3. WG
    Wolfram Gronwald

    University of Regensburg, Germany

    4 publications · 312 citations

    4

    h-index

  4. TP
    Terence P. Speed

    Walter and Eliza Hall Institute of Medical Research, Australia

    3 publications · 469 citations

    3

    h-index

  5. JH
    Jochen Hochrein

    University of Regensburg, Germany

    3 publications · 279 citations

    3

    h-index

1–5 of 658

Institutions

281

  1. The University of Melbourne

    Melbourne, Australia

    5 h-index

    16 publications

    2.5K citations

  2. Imperial College London

    London, United Kingdom

    5 h-index

    21 publications

    3.8K citations

  3. University of Regensburg

    Regensburg, Germany

    5 h-index

    36 publications

    2.6K citations

  4. Universidad San Pablo CEU

    Madrid, Spain

    3 h-index

    15 publications

    957 citations

  5. Walter and Eliza Hall Institute of Medical Research

    Melbourne, Australia

    3 h-index

    3 publications

    469 citations

  6. University of Alberta

    Edmonton, Canada

    3 h-index

    6 publications

    280 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    4 publications

    337 citations

  8. Helmholtz Zentrum München

    Munich, Germany

    3 h-index

    21 publications

    834 citations

1–8 of 281

Venues

  1. Analytical Chemistry

    18 publications · 3.8K citations

    18

    h-index

  2. Metabolomics

    14 publications · 1.4K citations

    14

    h-index

  3. Bioinformatics

    7 publications · 509 citations

    8

    h-index

  4. Metabolites

    8 publications · 276 citations

    8

    h-index

  5. BMC Bioinformatics

    7 publications · 970 citations

    7

    h-index

1–5