Knowledge Graph Examples Healthcare

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A very simple guide to Knowledge Graphs for Health Data Scientists

(9 days ago) Web(Image by author) The full knowledge graph after two inference computations. In knowledge graphs, we usually separate things into two groups: T-box and A-box(see the above two regions that are separated by the green dashed line). Anything …

https://towardsdatascience.com/a-very-simple-guide-of-knowledge-graph-for-health-data-scientists-bb8cefc1db31

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Healthcare knowledge graph construction: A systematic review of …

(7 days ago) WebFor example, Zhang et al. developed Health Knowledge Graph Builder (HKGB), which is a framework that can be used to construct a Health KG (HuadingKG) …

https://journalofbigdata.springeropen.com/articles/10.1186/s40537-023-00774-9

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Building a knowledge graph to enable precision medicine

(Just Now) WebLanguage descriptions of drugs and clinical characteristics of diseases give the features of drug or disease nodes. PrimeKG is a multimodal knowledge graph with …

https://www.nature.com/articles/s41597-023-01960-3

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A very simple guide of Knowledge Graph for Health …

(6 days ago) WebWith such knowledge, computers can now infer some new knowledge from our knowledge graph. For example, it will say - okey, you said all heart attacks are heart diseases.So, anyone who suffers from …

https://knowlab.github.io/blog/2021/07/01/blog-kg-intro/

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Personalized Health Knowledge Graph - PMC - National Center for

(3 days ago) WebPersonalized Healthcare Knowledge Graph (PHKG) 8 is a representation of all relevant medical knowledge and personal data for a patient. PHKG can support development of …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8532078/

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Introduction to Knowledge Graphs in Healthcare - Oracle Blogs

(5 days ago) WebWe now present an example Knowledge Graph from the Healthcare domain. We will first introduce the use case at a high level, and in the second post of this …

https://blogs.oracle.com/ai-and-datascience/post/introduction-to-knowledge-graphs-in-healthcare

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Learning a Health Knowledge Graph from Electronic Medical …

(Just Now) WebLearning a Health Knowledge Graph from Electronic Medical Records. Maya Rotmensch, Yoni Halpern, Abdulhakim Tlimat, Steven Horng &. David Sontag. Scientific …

https://www.nature.com/articles/s41598-017-05778-z

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From Data to Wisdom: Biomedical Knowledge Graphs for Real …

(4 days ago) WebKnowledge graph applications in healthcare. Graph networks have rapidly gained traction in basic and translational data sets and there is high potential for graph …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10191934/

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Healthcare Knowledge Graph Construction: State-of-the-art, …

(2 days ago) WebHealthcare Knowledge Graph Construction: State-of-the-art, open issues, and opportunities . Bilal Abu-Salih1, Muhammad 2AL-Qurishi , Mohammed Alweshah3, …

https://arxiv.org/pdf/2207.03771

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A Survey on Knowledge Graphs for Healthcare: Resources, …

(Just Now) WebA healthcare knowledge graph (HKG) is a domain-specific knowledge graph designed to capture medical concepts such as drugs, diseases, genes, phenotypes, and so on, and …

https://openreview.net/pdf?id=CZCktJoBRh

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Real-world data medical knowledge graph: construction and

(1 days ago) WebObjective: Medical knowledge graph (KG) is attracting attention from both academic and healthcare industry due to its power in intelligent healthcare applications. In this paper, …

https://pubmed.ncbi.nlm.nih.gov/32143785/

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Knowledge Graph Applications in Medical Imaging - Health …

(9 days ago) WebWithin a biomedical setting, researchers can utilize knowledge graphs to tackle various realistic problems, for example, aiding efforts to diagnose patients [], …

https://spj.science.org/doi/10.34133/2022/9841548

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[2207.03771] Healthcare Knowledge Graph Construction: State-of …

(2 days ago) WebThe incorporation of data analytics in the healthcare industry has made significant progress, driven by the demand for efficient and effective big data analytics …

https://arxiv.org/abs/2207.03771

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Elsevier’s Healthcare Knowledge Graph: An Actionable Medical …

(3 days ago) WebElsevier’s Healthcare Knowledge Graph uses popular linked data and semantic web technologies to capture knowledge and data from heterogeneous …

https://researchcollaborations.elsevier.com/en/activities/elseviers-healthcare-knowledge-graph-an-actionable-medical-knowle

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Knowledge Graphs and Explainable AI in Healthcare - MDPI

(Just Now) WebBuilding trust and transparency in healthcare can be achieved using eXplainable Artificial Intelligence (XAI), as it facilitates the decision-making process for …

https://www.mdpi.com/2078-2489/13/10/459

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What Is a Knowledge Graph? Examples, Uses & More. Built In

(8 days ago) WebIt keeps re-purposing itself to provide new insights and inferences to its users. Since a knowledge graph is depicted graphically, users can easily extend and …

https://builtin.com/data-science/knowledge-graph

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Knowledge Graphs Can Move Healthcare into the Future

(9 days ago) WebIBM defines a knowledge graph (KG) as “a network of real-world entities—i.e. objects, events, situations, or concepts—and illustrates the relationship …

https://www.mayoclinicplatform.org/2023/12/21/knowledge-graphs-can-move-healthcare-into-the-future/

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A Knowledge Graph to Understand Nursing Big Data: …

(8 days ago) WebWe present examples of the research in sequence from both a technical and clinical perspective. For example, Figure 2 illustrates the core concepts for a service improvement clinical process map and …

https://sigmapubs.onlinelibrary.wiley.com/doi/full/10.1111/jnu.12650

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[2306.04802] A Review on Knowledge Graphs for Healthcare: …

(2 days ago) WebA Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises. Healthcare knowledge graphs (HKGs) are valuable tools for organizing …

https://arxiv.org/abs/2306.04802

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Knowledge Graphs and Explainable AI in Healthcare

(8 days ago) WebKnowl-edge graphs can be used in XAI for explainability by structuring information, extracting features and relations, and performing reasoning. This paper …

https://mdpi-res.com/d_attachment/information/information-13-00459/article_deploy/information-13-00459-v2.pdf?version=1666581758

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Scoping review of knowledge graph applications in biomedical …

(1 days ago) WebIntroduction There is increasing use of knowledge graphs within medicine and healthcare, but a comprehensive survey of their applications in biomedical and …

https://www.medrxiv.org/content/10.1101/2023.12.13.23299844v1

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arXiv:2306.04802v3 [cs.AI] 19 Feb 2024

(6 days ago) Web2.1 Knowledge Graphs for Healthcare (HKG) Definition.A healthcare knowledge graph (HKG) is a domain-specific knowledge graph designed to capture medical concepts …

https://arxiv.org/pdf/2306.04802.pdf

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