Concepedia

Biomedical Knowledge Graph Construction

Biomedical Knowledge Graph Construction is the systematic process of integrating and structuring heterogeneous biomedical data into a unified, machine-readable graph format that explicitly represents entities and their relationships to enable advanced knowledge discovery and inference in the context of gene-disease associations.

297

Publications

13.7K

Citations

1.6K

Authors

625

Institutions

Publications per year

2017–2026

197

Parents

Publications

297

Systematic integration of biomedical knowledge prioritizes drugs for repurposing

Daniel Himmelstein, Antoine Lizée, Christine Hessler et al. · eLife · 2017 · 617 citations · Full text

, , +17

IEEE Journal of Biomedical and Health Informatics

IEEE Journal of Biomedical and Health Informatics · 2021 · 529 citations · Full text

, , +10

Building a knowledge graph to enable precision medicine

Payal Chandak, Kexin Huang, Marinka Žitnik · Scientific Data · 2023 · 439 citations · Full text

, , +15

A knowledge graph to interpret clinical proteomics data

Alberto Santos, Ana R. Colaço, Annelaura Bach Nielsen et al. · Nature Biotechnology · 2022 · 291 citations · Full text

, , +17

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

1–5 of 297

Authors

1.6K

  1. HL
    Hongfei Lin

    Dalian University of Technology, China

    6 publications · 239 citations

    6

    h-index

  2. SE
    Sergio E. Baranzini

    University of California, San Francisco, United States

    6 publications · 844 citations

    6

    h-index

  3. ZY
    Zhihao Yang

    Dalian University of Technology, China

    6 publications · 275 citations

    6

    h-index

  4. ZY
    Zhu‐Hong You

    Xinjiang Technical Institute of Physics & Chemistry, China

    5 publications · 421 citations

    5

    h-index

  5. DS
    Dinggang Shen

    University of North Carolina at Chapel Hill, United States

    4 publications · 203 citations

    4

    h-index

1–5 of 1.6K

Institutions

625

  1. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    11 h-index

    38 publications

    1.7K citations

  2. Dalian University of Technology

    Dalian, China

    10 h-index

    34 publications

    1.4K citations

  3. Stanford University

    Stanford, United States

    8 h-index

    9 publications

    905 citations

  4. Harvard University

    Cambridge, United States

    8 h-index

    13 publications

    1.4K citations

  5. University of California, San Francisco

    San Francisco, United States

    7 h-index

    53 publications

    8.5K citations

  6. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    25 publications

    1.8K citations

  7. National Institutes of Health

    Bethesda, United States

    7 h-index

    30 publications

    1.1K citations

  8. Chinese Academy of Medical Sciences & Peking Union Medical College

    Beijing, China

    6 h-index

    21 publications

    727 citations

1–8 of 625

Venues

  1. Bioinformatics

    21 publications · 1.3K citations

    17

    h-index

  2. Briefings in Bioinformatics

    13 publications · 1K citations

    13

    h-index

  3. BMC Bioinformatics

    11 publications · 498 citations

    11

    h-index

  4. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 11 publications · 282 citations

    10

    h-index

  5. Journal of Biomedical Informatics

    10 publications · 249 citations

    10

    h-index

1–5