Concepedia

Technical Variation Correction

Technical Variation Correction is a methodological approach in data preprocessing that specifically addresses and removes unwanted variations introduced by technical factors—such as batch effects, measurement instruments, or experimental conditions—while preserving biological or meaningful biological signals in high-throughput experimental data.

90

Publications

17.9K

Citations

492

Authors

245

Institutions

Publications per year

2017–2026

43

Parents

Publications

90

Simple statistical identification and removal of contaminant sequences in marker-gene and metagenomics data

Nicole M. Davis, Diana M. Proctor, Susan Holmes et al. · Microbiome · 2018 · 3.5K citations · Full text

, , +16

A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data

Andrew E. Teschendorff, Francesco Marabita, Matthias Lechner et al. · Bioinformatics · 2012 · 1.9K citations · Full text

, , +14

A novel and universal method for microRNA RT-qPCR data normalization

Pieter Mestdagh, Pieter Van Vlierberghe, An De Weer et al. · Genome biology · 2009 · 1K citations · Full text

, , +14

Functional normalization of 450k methylation array data improves replication in large cancer studies

Jean-Philippe Fortin, Aurélie Labbe, Mathieu Lemire et al. · Genome biology · 2014 · 1K citations · Full text

, , +17

Low-level processing of Illumina Infinium DNA Methylation BeadArrays

Timothy J. Triche, Daniel J. Weisenberger, David Van Den Berg et al. · Nucleic Acids Research · 2013 · 1K citations · Full text

, , +15

1–5 of 90

Authors

492

  1. RA
    Rafael A. Irizarry

    Johns Hopkins University, United States

    4 publications · 321 citations

    4

    h-index

  2. SC
    Stephanie C. Hicks

    Johns Hopkins University, United States

    4 publications · 321 citations

    4

    h-index

  3. JQ
    John Quackenbush

    Dana-Farber Cancer Institute, United States

    3 publications · 281 citations

    3

    h-index

  4. CJ
    Chiaowen Joyce Hsiao

    Moderna Therapeutics (United States), United States

    2 publications · 438 citations

    2

    h-index

  5. ED
    Emanuele Di Angelantonio

    University of Cambridge, United Kingdom

    2 publications · 202 citations

    2

    h-index

1–5 of 492

Institutions

245

  1. Harvard University

    Cambridge, United States

    6 h-index

    13 publications

    708 citations

  2. Dana-Farber Cancer Institute

    Boston, United States

    5 h-index

    13 publications

    1.1K citations

  3. Stanford University

    Stanford, United States

    5 h-index

    15 publications

    17K citations

  4. McGill University

    Montreal, Canada

    4 h-index

    14 publications

    2.6K citations

  5. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    5 publications

    343 citations

  6. KU Leuven

    Leuven, Belgium

    4 h-index

    10 publications

    613 citations

  7. Johns Hopkins University

    Baltimore, United States

    4 h-index

    10 publications

    3.4K citations

  8. University of Toronto

    Toronto, Canada

    4 h-index

    5 publications

    1.2K citations

1–8 of 245

Venues

  1. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 9 publications · 493 citations

    9

    h-index

  2. Genome biology

    7 publications · 4.5K citations

    7

    h-index

  3. BMC Bioinformatics

    7 publications · 373 citations

    7

    h-index

  4. PLoS ONE

    6 publications · 282 citations

    6

    h-index

  5. Nature Communications

    4 publications · 228 citations

    4

    h-index

1–5