Concepedia

Drug Knowledge Graphs

Drug Knowledge Graphs is a structured knowledge representation framework that integrates and organizes drug-related entities and their semantic relationships through graph-based data models to enable advanced reasoning, inference, and discovery in pharmaceutical research.

125

Publications

5.9K

Citations

581

Authors

248

Institutions

Publications per year

2017–2026

106

Parents

Publications

125

Utilizing graph machine learning within drug discovery and development

Thomas Gaudelet, Ben Day, Arian R. Jamasb et al. · Briefings in Bioinformatics · 2021 · 282 citations · Full text

, , +17

Repurpose Open Data to Discover Therapeutics for COVID-19 Using Deep Learning

Xiangxiang Zeng, Xiang Song, Tengfei Ma et al. · Journal of Proteome Research · 2020 · 264 citations · Full text

, , +17

MUFFIN: multi-scale feature fusion for drug–drug interaction prediction

Yujie Chen, Tengfei Ma, Xixi Yang et al. · Bioinformatics · 2021 · 200 citations

, , +17

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders

Tengfei Ma, Cao Xiao, Jiayu Zhou et al. · 2018 · 199 citations · Full text

, , +16

Graph Convolutional Networks for Drug Response Prediction

Tuan Nguyen, Giang T.T. Nguyen, Thin Nguyen et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2021 · 185 citations

, , +16

1–5 of 125

Authors

581

  1. TM
    Tengfei Ma

    IBM (United States), United States

    4 publications · 692 citations

    4

    h-index

  2. CX
    Cao Xiao

    Georgia Institute of Technology, United States

    3 publications · 338 citations

    3

    h-index

  3. DL
    Duc‐Hau Le

    Thuyloi University, Vietnam

    3 publications · 233 citations

    3

    h-index

  4. MS
    Mohammad Sadoghi

    University of California, Davis, United States

    3 publications · 136 citations

    3

    h-index

  5. PZ
    Ping Zhang

    The Ohio State University, United States

    3 publications · 136 citations

    3

    h-index

1–5 of 581

Institutions

248

  1. Stanford University

    Stanford, United States

    5 h-index

    18 publications

    1K citations

  2. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    10 publications

    266 citations

  3. The University of Texas Health Science Center at Houston

    Houston, United States

    4 h-index

    21 publications

    936 citations

  4. Central South University

    Changsha, China

    4 h-index

    6 publications

    223 citations

  5. Rice University

    Houston, United States

    3 h-index

    4 publications

    88 citations

  6. Harbin Institute of Technology

    Harbin, China

    3 h-index

    7 publications

    242 citations

  7. Xinjiang Technical Institute of Physics & Chemistry

    Ürümqi, China

    3 h-index

    8 publications

    238 citations

  8. Hanoi University of Science and Technology

    Hanoi, Vietnam

    3 h-index

    3 publications

    233 citations

1–8 of 248

Venues

  1. Journal of Biomedical Informatics

    8 publications · 427 citations

    8

    h-index

  2. 7

    h-index

  3. Briefings in Bioinformatics

    6 publications · 495 citations

    6

    h-index

  4. Bioinformatics

    6 publications · 390 citations

    6

    h-index

  5. Scientific Reports

    5 publications · 236 citations

    5

    h-index

1–5