Concepedia

Multi-omics Correlation Analysis

Multi-Omics Correlation Analysis is a computational methodological framework that identifies and quantifies statistical associations across multiple biological omics layers—such as genomics, transcriptomics, and proteomics—to uncover coordinated molecular variations underlying complex biological processes.

157

Publications

7.7K

Citations

1.2K

Authors

490

Institutions

Publications per year

2017–2026

143

Parents

Publications

157

Multilevel proteomics reveals host perturbations by SARS-CoV-2 and SARS-CoV

Alexey Stukalov, Virginie Girault, Vincent Grass et al. · Nature · 2021 · 735 citations · Full text

, , +17

MOGONET integrates multi-omics data using graph convolutional networks allowing patient classification and biomarker identification

Tongxin Wang, Wei Shao, Zhi Huang et al. · Nature Communications · 2021 · 596 citations · Full text

, , +15

integrOmics: an R package to unravel relationships between two omics datasets

Kim‐Anh Lê Cao, Ignacio González, Sébastien Dejean · Bioinformatics · 2009 · 458 citations · Full text

, , +17

MOLI: multi-omics late integration with deep neural networks for drug response prediction

Hossein Sharifi-Noghabi, Olga Zolotareva, Colin C. Collins et al. · Bioinformatics · 2019 · 407 citations · Full text

, , +17

Visualising associations between paired ‘omics’ data sets

Ignacio González, Kim‐Anh Lê Cao, Melissa J. Davis et al. · BioData Mining · 2012 · 325 citations · Full text

, , +15

1–5 of 157

Authors

1.2K

  1. BK
    Bernhard Küster

    Technical University of Munich, Germany

    4 publications · 970 citations

    4

    h-index

  2. SD
    Sébastien Dejean

    Université Toulouse III - Paul Sabatier, France

    3 publications · 806 citations

    3

    h-index

  3. KH
    Kun Huang

    The Ohio State University, United States

    3 publications · 883 citations

    3

    h-index

  4. CM
    Chen Meng

    Technical University of Munich, Germany

    3 publications · 235 citations

    3

    h-index

  5. TL
    Tuuli Lappalainen

    New York Genome Center, United States

    2 publications · 53 citations

    2

    h-index

1–5 of 1.2K

Institutions

490

  1. Technical University of Munich

    Munich, Germany

    9 h-index

    49 publications

    17.4K citations

  2. Sichuan University

    Chengdu, China

    7 h-index

    14 publications

    462 citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    41 publications

    1.4K citations

  4. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    60 publications

    1.6K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    12 publications

    2.2K citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    6 h-index

    8 publications

    215 citations

  7. Harvard University

    Cambridge, United States

    4 h-index

    3 publications

    130 citations

  8. Chinese Academy of Medical Sciences & Peking Union Medical College

    Beijing, China

    4 h-index

    38 publications

    2K citations

1–8 of 490

Venues

  1. Scientific Reports

    5 publications · 199 citations

    5

    h-index

  2. Journal of Translational Medicine

    JTM · 5 publications · 172 citations

    5

    h-index

  3. PLoS ONE

    3 publications · 91 citations

    4

    h-index

  4. Bioinformatics

    4 publications · 1K citations

    4

    h-index

  5. Nature Communications

    3 publications · 686 citations

    3

    h-index

1–5