GrEDeL: A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures

Shengtian Sang, Zhihao Yang, Xiaoxia Liu, Lei Wang, Hongfei Lin, Jian Wang, Michel Dumontier

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)8404-8415
Number of pages12
JournalIEEE Access
Volume7
DOIs
Publication statusPublished - 2019

Keywords

  • Drug discovery
  • biomedical knowledge graph
  • recurrent neural network
  • deep learning
  • FISH-OIL
  • NEURAL-NETWORKS
  • PREDICTION
  • RAYNAUDS
  • SYSTEMS

Cite this

Sang, Shengtian ; Yang, Zhihao ; Liu, Xiaoxia ; Wang, Lei ; Lin, Hongfei ; Wang, Jian ; Dumontier, Michel. / GrEDeL : A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures. In: IEEE Access. 2019 ; Vol. 7. pp. 8404-8415.
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title = "GrEDeL: A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures",
keywords = "Drug discovery, biomedical knowledge graph, recurrent neural network, deep learning, FISH-OIL, NEURAL-NETWORKS, PREDICTION, RAYNAUDS, SYSTEMS",
author = "Shengtian Sang and Zhihao Yang and Xiaoxia Liu and Lei Wang and Hongfei Lin and Jian Wang and Michel Dumontier",
year = "2019",
doi = "10.1109/ACCESS.2018.2886311",
language = "English",
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journal = "IEEE Access",
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GrEDeL : A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures. / Sang, Shengtian; Yang, Zhihao; Liu, Xiaoxia; Wang, Lei; Lin, Hongfei; Wang, Jian; Dumontier, Michel.

In: IEEE Access, Vol. 7, 2019, p. 8404-8415.

Research output: Contribution to journalArticleAcademicpeer-review

TY - JOUR

T1 - GrEDeL

T2 - A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures

AU - Sang, Shengtian

AU - Yang, Zhihao

AU - Liu, Xiaoxia

AU - Wang, Lei

AU - Lin, Hongfei

AU - Wang, Jian

AU - Dumontier, Michel

PY - 2019

Y1 - 2019

KW - Drug discovery

KW - biomedical knowledge graph

KW - recurrent neural network

KW - deep learning

KW - FISH-OIL

KW - NEURAL-NETWORKS

KW - PREDICTION

KW - RAYNAUDS

KW - SYSTEMS

U2 - 10.1109/ACCESS.2018.2886311

DO - 10.1109/ACCESS.2018.2886311

M3 - Article

VL - 7

SP - 8404

EP - 8415

JO - IEEE Access

JF - IEEE Access

SN - 2169-3536

ER -