Healthcare Knowledge Graph Structure

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Healthcare knowledge graph construction: A systematic review of …

(7 days ago) WebThe fundamentally abstract structure of this technology, which efficiently promotes domain conceptualisation and data management, is one of the key factors …

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

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[2306.04802] A Review on Knowledge Graphs for …

(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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A Survey on Knowledge Graphs for Healthcare: …

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

https://arxiv.org/pdf/2306.04802v1

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Learning a Health Knowledge Graph from Electronic …

(Just Now) WebThe Google health knowledge graph, first announced in 2015, We use a precision-recall curve to evaluate the graph structures derived from each measure.

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

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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 Survey on Knowledge Graphs for Healthcare: Resources, …

(Just Now) Webhealthcare delivery and enhance the interpretabil-ity and reliability of clinical prediction. 1. Introduction A knowledge graph (KG) is a data structure that captures the relationships …

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

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From Data to Wisdom: Biomedical Knowledge Graphs for …

(Just Now) WebGraph data models are an emerging approach to structure clinical and biomedical information. These models offer intriguing opportunities for novel approaches …

https://link.springer.com/article/10.1007/s10916-023-01951-2

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HealthPathFinder: Navigating the Healthcare Knowledge …

(2 days ago) WebWithin the healthcare knowledge graph, triplets represent either direct or indirect (multi-step) relational attributes of treatments, creating one or multiple paths …

https://link.springer.com/chapter/10.1007/978-3-031-53824-7_40

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Constructing knowledge graphs and their biomedical …

(3 days ago) WebA is constructed based on the knowledge graph’s structure itself and collapses all edges between two nodes into one unique entity. Learning the Graphical Structure of …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7327409/

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Towards electronic health record-based medical knowledge graph

(7 days ago) WebA health knowledge graph entity is medical concepts such as diseases, symptoms, treatments, and drugs. Entity identification should consider concepts, events, …

https://www.sciencedirect.com/science/article/pii/S1532046423001247

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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 structure of this technology, which efficiently promotes domain conceptualisation and data …

https://arxiv.org/pdf/2207.03771

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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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Introduction to Knowledge Graphs in Healthcare - Oracle Blogs

(5 days ago) WebDeploying knowledge graphs in the healthcare services space has proven to be an effective method to map relationships between the enormous variety and …

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

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

(6 days ago) WebA knowledge graph (KG) is a data structure that captures the relationships between different entities and their attributes [1,2]. KG models and integrates data Definition.A …

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

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Biomedical Knowledge Graphs: Context, Queries and Complexity

(2 days ago) WebKnowledge graphs have been shown to play an important role in recent knowledge mining and discovery. A knowledge graph (sometimes also called a …

https://link.springer.com/chapter/10.1007/978-3-031-08411-9_20

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From Data to Wisdom: Biomedical Knowledge Graphs for Real …

(4 days ago) WebTechnical background: Graphs to knowledge graphs. Biomedical data have an inherent graph structure, such as drug-disease interactions that capture data from …

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

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A very simple guide to Knowledge Graphs for Health Data Scientists

(9 days ago) Web(Screenshot of Google’s search result) Google’s Infobox about Pneumonia that is powered by its Knowledge Graph. Similarly, if you search a disease like …

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

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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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Knowledge Graphs and Explainable AI in Healthcare

(8 days ago) Webgies [7]. A knowledge graph is a data structure representing entities as vertices and their relationships as directed labelled edges, which integrates and …

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

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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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Information Free Full-Text Using Knowledge Graph Structures …

(8 days ago) WebInformation sharing across medical institutions is restricted to information exchange between specific partners. The lifelong electronic health records (EHR) …

https://www.mdpi.com/2078-2489/13/2/52

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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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