Concepedia

Cross-omics Correlation Networks

Cross-Omics Correlation Networks is a computational framework that integrates multiple omics data types by constructing a network representation in which nodes correspond to molecular features across distinct omics layers and edges represent statistically significant correlations between them, enabling the systematic identification of inter-omics interactions underlying complex biological processes.

6

Publications

135

Citations

55

Authors

28

Institutions

Publications per year

2017–2026

5

Parents

Publications

6

Cross-study and cross-omics comparisons of three nephrotoxic compounds reveal mechanistic insights and new candidate biomarkers

Katja Matheis, Emmanuelle Com, Jean‐Charles Gautier et al. · Toxicology and Applied Pharmacology · 2010 · 40 citations

, , +16

MORONET: Multi-omics Integration via Graph Convolutional Networks for Biomedical Data Classification

Tongxin Wang, Wei Shao, Zhi Huang et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2020 · 34 citations · Full text

, , +17

CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data

Zhao Chen, Anqi Liu, Xiao Zhang et al. · Computers in Biology and Medicine · 2024 · 21 citations

, , +16

Multi-omics data integration reveals correlated regulatory features of triple negative breast cancer

Kevin Chappell, Kanishka Manna, Charity L. Washam et al. · Molecular Omics · 2021 · 17 citations · Full text

, , +17

GAE-LGA: integration of multi-omics data with graph autoencoders to identify lncRNA–PCG associations

Meihong Gao, Shuhui Liu, Qi Yang et al. · Briefings in Bioinformatics · 2022 · 13 citations

, , +17

1–5 of 6

Authors

55

  1. ZD
    Zhengming Ding

    Northeastern University, United States

    2 publications · 55 citations

    2

    h-index

  2. AK
    Alicia K. Byrd

    University of Arkansas for Medical Sciences, United States

    1 publications · 17 citations

    1

    h-index

  3. AA
    Alexander Amberg

    Sanofi (Germany), Germany

    1 publications · 40 citations

    1

    h-index

  4. KO
    K. Olaf Boernsen

    Novartis (Switzerland), Switzerland

    1 publications · 40 citations

    1

    h-index

  5. HT
    Haixu Tang

    Indiana University Bloomington, United States

    1 publications · 34 citations

    1

    h-index

1–5 of 55

Institutions

28

  1. Roche (Switzerland)

    Basel, Switzerland

    1 h-index

    1 publications

    40 citations

  2. Technical University of Munich

    Munich, Germany

    1 h-index

    1 publications

    10 citations

  3. University of Indianapolis

    Indianapolis, United States

    1 h-index

    1 publications

    34 citations

  4. University of Würzburg

    Würzburg, Germany

    1 h-index

    2 publications

    80 citations

  5. University of Washington

    Seattle, United States

    1 h-index

    3 publications

    30 citations

  6. Biocom

    San Diego, United States

    1 h-index

    1 publications

    21 citations

  7. Indiana University Bloomington

    Bloomington, United States

    1 h-index

    2 publications

    68 citations

  8. Novartis (Switzerland)

    Basel, Switzerland

    1 h-index

    4 publications

    160 citations

1–8 of 28

Venues

  1. Toxicology and Applied Pharmacology

    TAAP · 1 publications · 40 citations

    1

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 1 publications · 34 citations

    1

    h-index

  3. Briefings in Bioinformatics

    1 publications · 13 citations

    1

    h-index

  4. BMC Bioinformatics

    1 publications · 10 citations

    1

    h-index

  5. Computers in Biology and Medicine

    1 publications · 21 citations

    1

    h-index

1–5