Concepedia

Missing Interaction Imputation

Missing Interaction Imputation is a computational method within protein-protein interaction network analysis that infers unobserved or experimentally undetected interactions by leveraging topological, functional, or evolutionary patterns in the network to distinguish likely true interactions from missing data.

26

Publications

2.1K

Citations

90

Authors

60

Institutions

Publications per year

2017–2026

9

Parents

Publications

26

Missing and spurious interactions and the reconstruction of complex networks

Roger Guimerà, Marta Sales‐Pardo · Proceedings of the National Academy of Sciences · 2009 · 812 citations · Full text

, , +12

Network-based prediction of protein interactions

I. Kovács, Katja Luck, Kerstin Spirohn et al. · Nature Communications · 2019 · 441 citations · Full text

, , +15

MAGIC: A diffusion-based imputation method reveals gene-gene interactions in single-cell RNA-sequencing data

David van Dijk, Juozas Nainys, Roshan Sharma et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2017 · 153 citations · Full text

, , +14

Prediction of Links and Weights in Networks by Reliable Routes

Jing Zhao, Lili Miao, Jian Yang et al. · Scientific Reports · 2015 · 118 citations · Full text

, , +7

A fair comparison of tree‐based and parametric methods in multiple imputation by chained equations

Emily Slade, Melissa Naylor · Statistics in Medicine · 2020 · 102 citations · Full text

, , +14

1–5 of 26

Authors

90

  1. MW
    Mengyun Wu

    Shanghai University of Finance and Economics, China

    3 publications · 47 citations

    3

    h-index

  2. MV
    Marc Vidal

    Dana-Farber Cancer Institute, United States

    2 publications · 524 citations

    2

    h-index

  3. GC
    Gholamali C. Shoja

    University of Victoria, Canada

    2 publications · 41 citations

    2

    h-index

  4. CP
    Carl Pollis

    Dana-Farber Cancer Institute, United States

    2 publications · 524 citations

    2

    h-index

  5. TH
    Tong Hao

    Harvard University, United States

    2 publications · 524 citations

    2

    h-index

1–5 of 90

Institutions

60

  1. Yale University

    New Haven, United States

    3 h-index

    8 publications

    528 citations

  2. Institute for Solid State Physics and Optics

    Budapest, Hungary

    2 h-index

    2 publications

    524 citations

  3. University of Victoria

    Victoria, Canada

    2 h-index

    6 publications

    123 citations

  4. Lunenfeld-Tanenbaum Research Institute

    Toronto, Canada

    2 h-index

    4 publications

    1K citations

  5. HUN-REN Wigner Research Centre for Physics

    Budapest, Hungary

    2 h-index

    2 publications

    524 citations

  6. Columbia University

    New York, United States

    2 h-index

    5 publications

    642 citations

  7. Brigham and Women's Hospital

    Boston, United States

    2 h-index

    2 publications

    524 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    5 publications

    181 citations

1–8 of 60

Venues

  1. Bioinformatics

    3 publications · 92 citations

    3

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 236 citations

    2

    h-index

  3. Statistics in Medicine

    2 publications · 120 citations

    2

    h-index

  4. Social Networks

    1 publications · 17 citations

    1

    h-index

  5. BMC Bioinformatics

    1 publications · 25 citations

    1

    h-index

1–5