Concepedia

Causal Network Inference

Causal Network Inference is a computational framework within network inference that specifically identifies directed regulatory relationships among variables by distinguishing direct causal interactions from mere correlations through the application of probabilistic, interventional, or temporal modeling principles.

364

Publications

33.3K

Citations

1.4K

Authors

663

Institutions

Publications per year

2017–2026

176

Parents

Publications

364

Causal analysis approaches in Ingenuity Pathway Analysis

A. Krämer, Jeff Green, Jack Pollard et al. · Bioinformatics · 2013 · 6.1K citations · Full text

, , +13

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

Steffen L. Lauritzen, David J. Spiegelhalter · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 4K citations

, , +16

An Algorithm for Fast Recovery of Sparse Causal Graphs

Peter Spirtes, Clark Glymour · Social Science Computer Review · 1991 · 946 citations

, , +16

Network analysis of depression and anxiety symptom relationships in a psychiatric sample

Courtney Beard, Alexander J. Millner, Marie Forgeard et al. · Psychological Medicine · 2016 · 940 citations · Full text

, , +17

Comparative quantification of health risks: Conceptual framework and methodological issues

Christopher J L Murray, Majid Ezzati, Alan D López et al. · Population Health Metrics · 2003 · 903 citations · Full text

, , +17

1–5 of 364

Authors

1.4K

  1. CY
    Changwon Yoo

    Florida International University, United States

    4 publications · 229 citations

    4

    h-index

  2. DZ
    Daniel Ziemek

    Pfizer (United States), United States

    4 publications · 207 citations

    4

    h-index

  3. GF
    Gregory F. Cooper

    University of Pittsburgh, United States

    4 publications · 257 citations

    4

    h-index

  4. SM
    Sach Mukherjee

    University of Warwick, United Kingdom

    4 publications · 367 citations

    4

    h-index

  5. AE
    Ahmed Enayetallah

    Pfizer (United States), United States

    3 publications · 166 citations

    3

    h-index

1–5 of 1.4K

Institutions

663

  1. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    37 publications

    1.4K citations

  2. Tsinghua University

    Beijing, China

    10 h-index

    22 publications

    2.4K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    10 h-index

    22 publications

    988 citations

  4. University of Pittsburgh

    Pittsburgh, United States

    9 h-index

    17 publications

    1.1K citations

  5. University of Minnesota

    Minneapolis, United States

    9 h-index

    22 publications

    997 citations

  6. Inserm

    Paris, France

    8 h-index

    35 publications

    1.4K citations

  7. University of Wisconsin–Madison

    Madison, United States

    8 h-index

    22 publications

    1.7K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    10 publications

    3K citations

1–8 of 663

Venues

  1. Bioinformatics

    17 publications · 7.7K citations

    15

    h-index

  2. PLoS ONE

    16 publications · 454 citations

    14

    h-index

  3. arXiv (Cornell University)

    Repository · 11 publications · 364 citations

    11

    h-index

  4. BMC Bioinformatics

    6 publications · 265 citations

    6

    h-index

  5. 6

    h-index

1–5