HKGB: An Inclusive, Extensible, Intelligent, Semi-auto-constructed Knowledge Graph Framework for Healthcare with Clinicians’ Expertise Incorporated
Tài liệu tham khảo
Ali, 2017, Multi-model-based interactive authoring environment for creating shareable medical knowledge, Computer methods and programs in biomedicine, 150, 41, 10.1016/j.cmpb.2017.07.010
Ansong, 2019, How to empower disease diagnosis in a medical education system using knowledge graph, 518
Artstein, 2017, 297
Bednarz, 1998, The omaha system: a model for describing school nurse case management, Journal of School Nursing the Official Publication of the National Association of School Nurses, 14, 24
Beeler, 2014, Clinical decision support systems, Swiss medical weekly, 144
Carbon, 2017, Expansion of the gene ontology knowledgebase and resources, Nucleic acids research, 45, D331, 10.1093/nar/gkw1108
Chah, 2017, Freebase-triples: A methodology for processing the freebase data dumps, arXiv preprint arXiv:1712.08707
Chen, 2016, An ontology-driven, case-based clinical decision support model for removable partial denture design, Scientific reports, 6, 27855, 10.1038/srep27855
Chen, 2016, Ibm watson: how cognitive computing can be applied to big data challenges in life sciences research, Clinical therapeutics, 38, 688, 10.1016/j.clinthera.2015.12.001
Consortium, 2018, The gene ontology resource: 20 years and still going strong, Nucleic acids research, 47, D330
Consortium, 2018, Uniprot: a worldwide hub of protein knowledge, Nucleic acids research, 47, D506, 10.1093/nar/gky1049
Coordinators, 2017, Database resources of the national center for biotechnology information, Nucleic acids research, 45, D12
Cuddihy, 2017, Semtk: An ontology-first, open source semantic toolkit for managing and querying knowledge graphs, arXiv preprint arXiv:1710.11531
Cuzzola, 2018, Umls to dbpedia link discovery through circular resolution, Journal of the American Medical Informatics Association, 25, 819, 10.1093/jamia/ocy021
Donnelly, 2006, Snomed-ct: The advanced terminology and coding system for ehealth, Studies in health technology and informatics, 121, 279
Ernst, 2014, Knowlife: a knowledge graph for health and life sciences, 1254
Eteffa, 2019, Application of patient similarity in smart health: A case study in medical education, 714
Goodwin, 2013, Graphical induction of qualified medical knowledge, International Journal of Semantic Computing, 7, 377, 10.1142/S1793351X13400126
Gottschalk, 2018, Eventkg+ tl: Creating cross-lingual timelines from an event-centric knowledge graph, 164
Holzinger, 2017, A glass-box interactive machine learning approach for solving np-hard problems with the human-in-the-loop, arXiv preprint arXiv:1708.01104
Hu, 2017, Biosearch: a semantic search engine for bio2rdf, Database, 2017, 10.1093/database/bax059
Huang, 2015, Bidirectional lstm-crf models for sequence tagging, arXiv preprint arXiv:1508.01991
Huang, 2017, Constructing knowledge graphs of depression, 149
Hyeon, 2016, Constructing an initial knowledge base for medical domain expert system using induct rdr, 408
Jena, 2020, A free and open source java framework for building semantic web and linked data applications, Available online: jena.apache.org/(accessed on 28 April 2020)
Kassos, 2017, Specifying constraints for detecting inconsistencies in a conceptual graph knowledge base, International Journal of Conceptual Structures and Smart Applications (IJCSSA), 5, 34, 10.4018/IJCSSA.2017070103
Kejriwal, 2019, mydig: Personalized illicit domain-specific knowledge discovery with no programming, Future Internet, 11, 59, 10.3390/fi11030059
Kong, 2019, Enali: entity alignment across multiple heterogeneous data sources, Frontiers of Computer Science, 13, 157, 10.1007/s11704-017-6561-3
Kuhn, 2015, The sider database of drugs and side effects, Nucleic acids research, 44, D1075, 10.1093/nar/gkv1075
Lei, 2018, Medsim: A novel semantic similarity measure in bio-medical knowledge graphs, 479
Li, 2018, The dilution/concentration conditions for cross-language information retrieval models, Information Processing & Management, 54, 291, 10.1016/j.ipm.2017.11.008
Liu, 2016, Hkdp: A hybrid knowledge graph based pediatric disease prediction system, 78
Lv, 2018, Differentiating concepts and instances for knowledge graph embedding, 1971
Momtchev, 2011, Linked life data: Knowledge extraction and semantic data integration in the pharmaceutical domain
Momtchev, 2009, Expanding the pathway and interaction knowledge in linked life data, Proc. of International Semantic Web Challenge
Murugesh, 2017, Representing natural language sentences in rdf graphs to derive knowledge patterns, 701
Nelson, 2017, Unified medical language system®(umls®) project, 4672
Oliveira, 2017, A recommendation approach for consuming linked open data, Expert Systems with Applications, 72, 407, 10.1016/j.eswa.2016.10.037
Osborne, 2007, Mining biomedical data using metamap transfer (mmtx) and the unified medical language system (umls), 153
Pathak, 2010, Analyzing categorical information in two publicly available drug terminologies: Rxnorm and ndf-rt, Journal of the American Medical Informatics Association, 17, 432, 10.1136/jamia.2009.001289
Peng, 2017, Cross-sentence n-ary relation extraction with graph lstms, Transactions of the Association for Computational Linguistics, 5, 101, 10.1162/tacl_a_00049
Pinero, 2015, Disgenet: a discovery platform for the dynamical exploration of human diseases and their genes, Database, 2015, 10.1093/database/bav028
Rebele, 2016, Yago: A multilingual knowledge base from wikipedia, wordnet, and geonames, 177
Rogers, 2017, Development and testing of a medline search filter for identifying patient and public involvement in health research, Health Information & Libraries Journal, 34, 125, 10.1111/hir.12157
Rotmensch, 2017, Learning a health knowledge graph from electronic medical records, Scientific reports, 7, 5994, 10.1038/s41598-017-05778-z
Savova, 2010, Mayo clinical text analysis and knowledge extraction system (ctakes): architecture, component evaluation and applications, Journal of the American Medical Informatics Association, 17, 507, 10.1136/jamia.2009.001560
Schriml, 2018, Human disease ontology 2018 update: classification, content and workflow expansion, Nucleic acids research, 47, D955, 10.1093/nar/gky1032
Sheng, 2018, A data-intensive CDSS platform based on knowledge graph, 146
Tang, 2019, Knowledge representation learning with entity descriptions, hierarchical types, and textual relations, Information Processing & Management, 56, 809, 10.1016/j.ipm.2019.01.005
Tian, 2018, Deep learning based temporal information extraction framework on chinese electronic health records, 203
Tian, 2018, Deep learning based information extraction framework on chinese electronic health records, 86, 10.18293/SEKE2018-040
Tourille, 2017, Neural architecture for temporal relation extraction: a bi-lstm approach for detecting narrative containers, 224
Vo, 2019, Feature-enriched matrix factorization for relation extraction, Information Processing & Management, 56, 424, 10.1016/j.ipm.2018.10.011
Wang, 2017, Pdd graph: Bridging electronic medical records and biomedical knowledge graphs via entity linking, 219
Wang, 2017, Pdd graph: Bridging electronic medical records and biomedical knowledge graphs via entity linking, 219
Wang, 2013, Xlore: A large-scale english-chinese bilingual knowledge graph., 1035, 121
Wishart, 2017, Drugbank 5.0: a major update to the drugbank database for 2018, Nucleic acids research, 46, D1074, 10.1093/nar/gkx1037
Wu, 2017, An event timeline extraction method based on news corpus, 697
Xue, 2019, Explainable deep learning based medical diagnostic system, Smart Health, 100068, 10.1016/j.smhl.2019.03.002
Yang, 2017, Using knowledge graph for analysis of neglected influencing factors of statin-induced myopathy, 304
Yesha, 2015, A graph-based method for analyzing electronic medical records, 1036
Yu, 2017, Knowledge graph for tcm health preservation: Design, construction, and applications, Artificial intelligence in medicine, 77, 48, 10.1016/j.artmed.2017.04.001
Zanzotto, 2019, Human-in-the-loop artificial intelligence, Journal of Artificial Intelligence Research, 64, 243, 10.1613/jair.1.11345
Zhang, 2017, An ontology-based approach to patient follow-up assessment for continuous and personalized chronic disease management, Journal of biomedical informatics, 72, 45, 10.1016/j.jbi.2017.06.021
Zhao, 2017, A study of emr-based medical knowledge network and its applications, Computer methods and programs in biomedicine, 143, 13, 10.1016/j.cmpb.2017.02.016