Concepedia

Batch Effect Detection

Batch Effect Detection is a methodological approach in single-cell quality control that identifies systematic, non-biological variations introduced during experimental processing steps, distinguished by its specific focus on detecting technical artifacts that confound biological signal across batches.

93

Publications

6.4K

Citations

490

Authors

241

Institutions

Publications per year

2017–2026

71

Parents

Publications

93

svaseq: removing batch effects and other unwanted noise from sequencing data

Jeffrey T. Leek · Nucleic Acids Research · 2014 · 587 citations · Full text

, , +12

Methods that remove batch effects while retaining group differences may lead to exaggerated confidence in downstream analyses

Vegard Nygaard, Einar Andreas Rødland, Eivind Hovig · Biostatistics · 2015 · 417 citations · Full text

, , +8

Batch effect removal methods for microarray gene expression data integration: a survey

Cosmin Lazar, Stijn Meganck, Jonatan Taminau et al. · Briefings in Bioinformatics · 2012 · 352 citations · Full text

, , +15

Effects of Atmospheric Ozone on Microarray Data Quality

Thomas L. Fare, Ernest M. Coffey, Hongyue Dai et al. · Analytical Chemistry · 2003 · 236 citations

, , +13

An evaluation of analysis pipelines for DNA methylation profiling using the Illumina HumanMethylation450 BeadChip platform

Francesco Marabita, Malin Almgren, Maléne E. Lindholm et al. · Epigenetics · 2013 · 231 citations · Full text

, , +15

1–5 of 93

Authors

490

  1. AL
    Adam Lerer

    Meta (Israel), Israel

    3 publications · 92 citations

    3

    h-index

  2. HC
    Huidong Chen

    Harvard University, United States

    3 publications · 92 citations

    3

    h-index

  3. WW
    Wilson Wen Bin Goh

    Nanyang Technological University, Singapore

    3 publications · 257 citations

    3

    h-index

  4. MV
    Michael Vinyard

    Harvard University, United States

    3 publications · 92 citations

    3

    h-index

  5. XL
    Xiangjie Li

    Northwestern Polytechnical University, China

    3 publications · 169 citations

    3

    h-index

1–5 of 490

Institutions

241

  1. Broad Institute

    Cambridge, United States

    5 h-index

    13 publications

    450 citations

  2. University of Zurich

    Zurich, Switzerland

    4 h-index

    11 publications

    558 citations

  3. Massachusetts General Hospital

    Boston, United States

    4 h-index

    14 publications

    430 citations

  4. Johns Hopkins University

    Baltimore, United States

    4 h-index

    5 publications

    737 citations

  5. Harvard University

    Cambridge, United States

    4 h-index

    18 publications

    1K citations

  6. National University of Singapore

    Singapore, Singapore

    4 h-index

    7 publications

    939 citations

  7. Yale University

    New Haven, United States

    4 h-index

    14 publications

    1.5K citations

  8. Institut Curie

    Paris, France

    3 h-index

    3 publications

    206 citations

1–8 of 241

Venues

  1. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 9 publications · 206 citations

    9

    h-index

  2. Bioinformatics

    9 publications · 530 citations

    9

    h-index

  3. BMC Bioinformatics

    7 publications · 562 citations

    7

    h-index

  4. Nature Communications

    5 publications · 293 citations

    5

    h-index

  5. Genome biology

    4 publications · 320 citations

    4

    h-index

1–5