Concepedia

Confounder Data Management

Confounder Data Management is a data management framework designed to identify, assess, and mitigate the influence of confounding variables in observational and experimental studies to ensure valid causal inferences.

9

Publications

303

Citations

47

Authors

28

Institutions

Publications per year

2017–2026

5

Parents

Publications

9

Simultaneous dimension reduction and adjustment for confounding variation

Zhixiang Lin, Can Yang, Ying Zhu et al. · Proceedings of the National Academy of Sciences · 2016 · 59 citations · Full text

, , +13

AIME: Autoencoder-based integrative multi-omics data embedding that allows for confounder adjustments

Tianwei Yu · PLoS Computational Biology · 2022 · 38 citations · Full text

, , +14

A realistic benchmark for differential abundance testing and confounder adjustment in human microbiome studies

Jakob Wirbel, Morgan Essex, Sofia K. Forslund et al. · Genome biology · 2024 · 37 citations · Full text

, , +15

Controlling Confounding When Studying Large Pharmacoepidemiologic Databases

Jean‐Paul Collet, Douglas E. Schaubel, James Hanley et al. · Epidemiology · 1998 · 37 citations

, , +12

Analyzing partially missing confounder information in comparative effectiveness and safety research of therapeutics

Sengwee Toh, Luis A. Garcı́a Rodrı́guez, Miguel A. Hernán · Pharmacoepidemiology and Drug Safety · 2012 · 33 citations · Full text

, , +13

1–5 of 9

Authors

47

  1. SS
    Sebastian Schneeweiß

    Brigham and Women's Hospital, United States

    3 publications · 85 citations

    3

    h-index

  2. RJ
    Robert J. Glynn

    Brigham and Women's Hospital, United States

    2 publications · 57 citations

    2

    h-index

  3. JJ
    Joshua J. Gagne

    Brigham and Women's Hospital, United States

    2 publications · 55 citations

    2

    h-index

  4. AP
    Adolf Pfefferbaum

    Stanford University, United States

    1 publications · 14 citations

    1

    h-index

  5. WH
    Wing Hung Wong

    Stanford University, United States

    1 publications · 59 citations

    1

    h-index

1–5 of 47

Institutions

28

  1. Harvard University

    Cambridge, United States

    3 h-index

    11 publications

    314 citations

  2. Brigham and Women's Hospital

    Boston, United States

    2 h-index

    9 publications

    248 citations

  3. Stanford University

    Stanford, United States

    2 h-index

    10 publications

    365 citations

  4. Jewish General Hospital

    Montreal, Canada

    1 h-index

    2 publications

    74 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    1 h-index

    1 publications

    33 citations

  6. German Centre for Cardiovascular Research

    Berlin, Germany

    1 h-index

    1 publications

    37 citations

  7. Centro Español de Investigación Farmacoepidemiológica

    Madrid, Spain

    1 h-index

    1 publications

    33 citations

  8. European Molecular Biology Laboratory

    Hamburg, Germany

    1 h-index

    3 publications

    111 citations

1–8 of 28

Venues

  1. Pharmacoepidemiology and Drug Safety

    2 publications · 61 citations

    2

    h-index

  2. PLoS Computational Biology

    1 publications · 38 citations

    1

    h-index

  3. Epidemiology

    1 publications · 37 citations

    1

    h-index

  4. Genome biology

    1 publications · 37 citations

    1

    h-index

  5. Journal of Clinical Epidemiology

    1 publications · 27 citations

    1

    h-index

1–5