Concepedia

Drug Interaction Knowledge Graphs

Drug Interaction Knowledge Graphs is a structured semantic network that integrates heterogeneous biomedical data to represent and infer relationships between drugs, their targets, and potential interaction outcomes through a formal ontology of entities and relations.

39

Publications

2.6K

Citations

167

Authors

93

Institutions

Publications per year

2017–2026

37

Parents

Publications

39

KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction

Xuan Lin, Zhe Quan, Zhijie Wang et al. · 2020 · 316 citations · Full text

, , +16

GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination

Junyuan Shang, Cao Xiao, Tengfei Ma et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 299 citations · Full text

, , +14

SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization

Yue Yu, Kexin Huang, Chao Zhang et al. · Bioinformatics · 2021 · 173 citations · Full text

, , +16

Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction

Yingheng Wang, Yaosen Min, Xin Chen et al. · 2021 · 165 citations · Full text

, , +12

Knowledge Mining With VxInsight: Discovery Through Interaction

George S. Davidson, Bruce Hendrickson, David K. Johnson et al. · Journal of Intelligent Information Systems · 1998 · 126 citations

, , +10

1–5 of 39

Authors

167

  1. TM
    Tengfei Ma

    IBM (United States), United States

    3 publications · 633 citations

    3

    h-index

  2. CX
    Cao Xiao

    Georgia Institute of Technology, United States

    3 publications · 490 citations

    3

    h-index

  3. JS
    Jimeng Sun

    Georgia Institute of Technology, United States

    3 publications · 490 citations

    3

    h-index

  4. ZY
    Zhu‐Hong You

    Xinjiang Technical Institute of Physics & Chemistry, China

    3 publications · 279 citations

    3

    h-index

  5. MD
    Michel Dumontier

    Maastricht University, Netherlands

    3 publications · 146 citations

    3

    h-index

1–5 of 167

Institutions

93

  1. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    4 publications

    663 citations

  2. Northwestern Polytechnical University

    Xi'an, China

    3 h-index

    7 publications

    403 citations

  3. University of Helsinki

    Helsinki, Finland

    3 h-index

    6 publications

    234 citations

  4. The University of Texas Health Science Center at Houston

    Houston, United States

    3 h-index

    18 publications

    702 citations

  5. Xinjiang Technical Institute of Physics & Chemistry

    Ürümqi, China

    2 h-index

    10 publications

    1.1K citations

  6. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    2 h-index

    6 publications

    351 citations

  7. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    2 h-index

    2 publications

    117 citations

  8. Tongji University

    Shanghai, China

    2 h-index

    2 publications

    125 citations

1–8 of 93

Venues

  1. Briefings in Bioinformatics

    5 publications · 372 citations

    5

    h-index

  2. Scientific Reports

    2 publications · 127 citations

    2

    h-index

  3. Journal of Biomedical Informatics

    2 publications · 62 citations

    2

    h-index

  4. BMC Bioinformatics

    2 publications · 137 citations

    2

    h-index

  5. Bioinformatics

    2 publications · 217 citations

    2

    h-index

1–5