Concepedia

Epigenomic Data Normalization

Epigenomic Data Normalization is a computational procedure that belongs to the class of data preprocessing methods, specifically designed to adjust high-throughput epigenomic measurements for systematic technical variations while preserving biologically meaningful patterns across samples.

30

Publications

9.1K

Citations

160

Authors

77

Institutions

Publications per year

2017–2026

11

Parents

Publications

30

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

ChAMP: 450k Chip Analysis Methylation Pipeline

Tiffany Morris, Lee M Butcher, Andrew Feber et al. · Bioinformatics · 2013 · 1.1K citations · Full text

, , +15

A clustering approach for identification of enriched domains from histone modification ChIP-Seq data

Chongzhi Zang, Dustin E. Schones, Chen Zeng et al. · Bioinformatics · 2009 · 1.1K citations · Full text

, , +16

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

Preprocessing, normalization and integration of the Illumina HumanMethylationEPIC array with minfi

Jean-Philippe Fortin, Timothy J. Triche, Kasper D. Hansen · Bioinformatics · 2016 · 931 citations · Full text

, , +14

1–5 of 30

Authors

160

  1. KD
    Kasper D. Hansen

    Johns Hopkins University, United States

    4 publications · 2K citations

    4

    h-index

  2. AL
    Aurélie Labbe

    McGill University, Canada

    3 publications · 1.1K citations

    3

    h-index

  3. CM
    Celia M.T. Greenwood

    McGill University, Canada

    3 publications · 1.1K citations

    3

    h-index

  4. BW
    Brent W. Zanke

    Ontario Institute for Cancer Research, Canada

    2 publications · 1K citations

    2

    h-index

  5. GD
    George Davey Smith

    University of Bristol, United Kingdom

    2 publications · 395 citations

    2

    h-index

1–5 of 160

Institutions

77

  1. Johns Hopkins University

    Baltimore, United States

    5 h-index

    10 publications

    5K citations

  2. Harvard University

    Cambridge, United States

    4 h-index

    6 publications

    697 citations

  3. Jewish General Hospital

    Montreal, Canada

    3 h-index

    7 publications

    1.2K citations

  4. Douglas Mental Health University Institute

    Montreal, Canada

    3 h-index

    4 publications

    1.1K citations

  5. McGill University

    Montreal, Canada

    3 h-index

    11 publications

    2.3K citations

  6. Dana-Farber Cancer Institute

    Boston, United States

    3 h-index

    5 publications

    671 citations

  7. Heidelberg University

    Heidelberg, Germany

    2 h-index

    6 publications

    1.1K citations

  8. Ottawa Hospital Research Institute

    Ottawa, Canada

    2 h-index

    2 publications

    1K citations

1–8 of 77

Venues

  1. Bioinformatics

    9 publications · 5.6K citations

    9

    h-index

  2. Genome biology

    4 publications · 2K citations

    4

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 4 publications · 114 citations

    4

    h-index

  4. Methods in molecular biology

    Book series · 2 publications · 48 citations

    2

    h-index

  5. Frontiers in Genetics

    2 publications · 41 citations

    2

    h-index

1–5