Concepedia

Data Integration Preprocessing

Data Integration Preprocessing is a methodological framework within multi-omics data preprocessing that specifically addresses the harmonization, alignment, and transformation of heterogeneous omics datasets to enable coherent downstream integrative analysis.

35

Publications

4.1K

Citations

235

Authors

150

Institutions

Publications per year

2017–2026

19

Parents

Publications

35

Conjoint Analysis Applications in Health—a Checklist: A Report of the ISPOR Good Research Practices for Conjoint Analysis Task Force

John F. P. Bridges, Brett Hauber, Deborah A. Marshall et al. · Value in Health · 2011 · 2K citations · Full text

, , +5

Schema Matching Using Duplicates

Alexander Bilke, Felix Naumann · 2005 · 205 citations · Full text

, , +16

The challenges of integrating multi-omic data sets

Bernhard Ø. Palsson, Karsten Zengler · Nature Chemical Biology · 2010 · 188 citations

, , +12

Multi-omic data analysis using Galaxy

Jorrit Boekel, John Chilton, Ira Cooke et al. · Nature Biotechnology · 2015 · 184 citations · Full text

, , +12

Web-based multi-omics integration using the Analyst software suite

Jessica Ewald, Guangyan Zhou, Yao Lü et al. · Nature Protocols · 2024 · 183 citations

, , +14

1–5 of 35

Authors

235

  1. ML
    Michael Lawrence

    Fred Hutch Cancer Center, United States

    1 publications · 21 citations

    1

    h-index

  2. TG
    Thierry Guérin

    Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail, France

    1 publications · 33 citations

    1

    h-index

  3. GJ
    Guoqian Jiang

    Mayo Clinic in Florida, United States

    1 publications · 28 citations

    1

    h-index

  4. BØ
    Bernhard Ø. Palsson

    University of California San Diego, United States

    1 publications · 188 citations

    1

    h-index

  5. HO
    Herbert Oberacher

    Innsbruck Medical University, Austria

    1 publications · 33 citations

    1

    h-index

1–5 of 235

Institutions

150

  1. Johns Hopkins University

    Baltimore, United States

    3 h-index

    4 publications

    2.1K citations

  2. Université Toulouse III - Paul Sabatier

    Toulouse, France

    2 h-index

    3 publications

    87 citations

  3. Inserm

    Paris, France

    2 h-index

    3 publications

    87 citations

  4. Wageningen University & Research

    Wageningen, The Netherlands

    2 h-index

    3 publications

    250 citations

  5. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    2 h-index

    5 publications

    112 citations

  6. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    2 h-index

    5 publications

    156 citations

  7. Medical University of Vienna

    Vienna, Austria

    1 h-index

    2 publications

    92 citations

  8. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    1 h-index

    1 publications

    42 citations

1–8 of 150

Venues

  1. Methods in molecular biology

    Book series · 4 publications · 149 citations

    4

    h-index

  2. Computer Methods and Programs in Biomedicine

    2 publications · 107 citations

    2

    h-index

  3. Industrial Management & Data Systems

    1 publications · 18 citations

    1

    h-index

  4. Nature Chemical Biology

    1 publications · 188 citations

    1

    h-index

  5. Journal of Signal Processing Systems

    1 publications · 45 citations

    1

    h-index

1–5