Concepedia

Graph-based Inference

Graph-Based Inference is a computational approach within drug repurposing informatics that leverages graph-structured representations of biological and pharmacological data to identify novel therapeutic indications by systematically propagating and inferring relationships among drugs, targets, diseases, and other biomedical entities.

181

Publications

9.5K

Citations

764

Authors

323

Institutions

Publications per year

2017–2026

125

Parents

Publications

181

Low Data Drug Discovery with One-Shot Learning

Han Altae-Tran, Bharath Ramsundar, Aneesh Pappu et al. · ACS Central Science · 2017 · 821 citations · Full text

, , +12

Learning Graphs From Data: A Signal Representation Perspective

Xiaowen Dong, Dorina Thanou, Michael Rabbat et al. · IEEE Signal Processing Magazine · 2019 · 408 citations · Full text

, , +14

Towards highly reliable enterprise network services via inference of multi-level dependencies

Paramvir Bahl, Ranveer Chandra, Albert Greenberg et al. · 2007 · 373 citations

, , +17

Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data

Dragomir Anguelov, Ben Taskar, Vassil Chatalbashev et al. · 2005 · 352 citations

, , +16

Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships

Yong Liu, Ruiping Wang, Shiguang Shan et al. · 2018 · 259 citations

, , +16

1–5 of 181

Authors

764

  1. CE
    Carey E. Priebe

    Johns Hopkins University, United States

    6 publications · 142 citations

    6

    h-index

  2. JT
    Joshua T Vogelstein

    Johns Hopkins University, United States

    5 publications · 115 citations

    5

    h-index

  3. AA
    Avanti Athreya

    Johns Hopkins University, United States

    4 publications · 111 citations

    4

    h-index

  4. MT
    Minh Tang

    Johns Hopkins University, United States

    3 publications · 61 citations

    3

    h-index

  5. SK
    Samuel Kaski

    Aalto University, Finland

    3 publications · 117 citations

    3

    h-index

1–5 of 764

Institutions

323

  1. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    29 publications

    1.8K citations

  2. Peking University

    Beijing, China

    5 h-index

    9 publications

    1K citations

  3. Stanford University

    Stanford, United States

    5 h-index

    13 publications

    4.7K citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    5 h-index

    12 publications

    306 citations

  5. Central South University

    Changsha, China

    4 h-index

    13 publications

    521 citations

  6. Hefei University of Technology

    Hefei, China

    4 h-index

    15 publications

    370 citations

  7. University of Oxford

    Oxford, United Kingdom

    4 h-index

    8 publications

    803 citations

  8. University of California, Berkeley

    Berkeley, United States

    4 h-index

    4 publications

    653 citations

1–8 of 323

Venues

  1. arXiv (Cornell University)

    Repository · 21 publications · 520 citations

    14

    h-index

  2. Bioinformatics

    5 publications · 182 citations

    5

    h-index

  3. Knowledge-Based Systems

    5 publications · 159 citations

    5

    h-index

  4. Journal of Biomedical Informatics

    4 publications · 164 citations

    4

    h-index

  5. 4

    h-index

1–5