Dataset used in NDKG

Data sources of MKG with structured medical knowledge database and unstructured scientific publicationsSource TypeNameRelated researchesStructured medical knowledge databaseKEGG[20]SIDER[21]ICD-10[22]InterBioScreen[23]DrugBank[24]Unstructured scientific publicationsliterature[25,26]textbooks[27]Online resources[28][20]Kanehisa, Minoru. The KEGG database. ‘In silico’ simulation of biological processes: Novartis Foundation Symposium 247. Vol. 247. Chichester, UK: John Wiley & Sons, Ltd, 2002.[21]Kuhn, Michael, et al. The SIDER database of drugs and side effects. Nucleic acids research 44.D1 (2016): D1075-D1079.[22]World Health Organization. The ICD-10 classification of mental and behavioural disorders: clinical descriptions and diagnostic guidelines. Vol. 1. World Health Organization, 1992.[23]InterBioScreen Databases, Retrieved from InterBioScreen Databases: https://www.ibscreen.com/, 2022.[24]Wishart, David S., et al. DrugBank 5.0: a major update to the DrugBank database for 2018. Nucleic acids research 46.D1 (2018): D1074-D1082.[25]White, Jacob. PubMed 2.0. Medical reference services quarterly 39.4 (2020): 382-387.[26]Kim, Sunghwan, et al. PubChem 2023 update. Nucleic acids research 51.D1 (2023): D1373-D1380.[27]Sun, Haixia, et al. Medical knowledge graph to enhance fraud, waste, and abuse detection on claim data: model development and performance evaluation. JMIR Medical Informatics 8.7 (2020): e17653.[28]Bao, Qiming, Lin Ni, and Jiamou Liu. HHH: an online medical chatbot system based on knowledge graph and hierarchical bi-directional attention. Proceedings of the Australasian computer science week multiconference. 2020.