Concepedia

Network-based Integration

Network-Based Integration is a multi-omics data integration approach that represents molecular entities and their relationships as nodes and edges in one or more biological networks and combines heterogeneous omics layers by constructing, fusing, or propagating information across these networks to infer system-level associations and mechanisms.

207

Publications

82.5K

Citations

1.1K

Authors

474

Institutions

Publications per year

2017–2026

87

Parents

Children

Publications

207

Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks

Paul Shannon, Andrew Markiel, Owen Ozier et al. · Genome Research · 2003 · 54.3K citations · Full text

, , +17

KEGG: new perspectives on genomes, pathways, diseases and drugs

Minoru Kanehisa, Miho Furumichi, Mao Tanabe et al. · Nucleic Acids Research · 2016 · 9.4K citations · Full text

, , +17

Integration of biological networks and gene expression data using Cytoscape

Melissa Cline, Michael Smoot, Ethan Cerami et al. · Nature Protocols · 2007 · 2.6K citations

, , +14

Similarity network fusion for aggregating data types on a genomic scale

Bo Wang, Aziz M. Mezlini, Feyyaz Demir et al. · Nature Methods · 2014 · 2.1K citations

, , +14

GeneMANIA: a real-time multiple association network integration algorithm for predicting gene function

Sara Mostafavi, Debajyoti Ray, David Warde-Farley et al. · Genome biology · 2008 · 1.1K citations · Full text

, , +15

1–5 of 207

Authors

1.1K

  1. JW
    Jianxin Wang

    Central South University, China

    4 publications · 275 citations

    4

    h-index

  2. LD
    Lei Deng

    Central South University, China

    4 publications · 261 citations

    4

    h-index

  3. YP
    Yi Pan

    Georgia State University, United States

    4 publications · 267 citations

    4

    h-index

  4. BS
    Benno Schwikowski

    Institut Pasteur, France

    3 publications · 56.9K citations

    3

    h-index

  5. LG
    Lin Gao

    Xidian University, China

    3 publications · 96 citations

    3

    h-index

1–5 of 1.1K

Institutions

474

  1. Central South University

    Changsha, China

    9 h-index

    27 publications

    1.9K citations

  2. University of Toronto

    Toronto, Canada

    6 h-index

    21 publications

    23.4K citations

  3. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    15 publications

    600 citations

  4. Institute for Systems Biology

    Seattle, United States

    6 h-index

    33 publications

    232.1K citations

  5. Tsinghua University

    Beijing, China

    5 h-index

    14 publications

    1.5K citations

  6. Georgia State University

    Atlanta, United States

    4 h-index

    6 publications

    347 citations

  7. University of California, San Francisco

    San Francisco, United States

    4 h-index

    15 publications

    3.8K citations

  8. University of California San Diego

    San Diego, United States

    4 h-index

    16 publications

    57.5K citations

1–8 of 474

Venues

  1. BMC Bioinformatics

    18 publications · 816 citations

    17

    h-index

  2. Bioinformatics

    15 publications · 663 citations

    14

    h-index

  3. PLoS ONE

    15 publications · 770 citations

    14

    h-index

  4. Nucleic Acids Research

    11 publications · 11K citations

    11

    h-index

  5. Scientific Reports

    7 publications · 372 citations

    7

    h-index

1–5