Knowledge Graph For Health Scientists

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Healthcare knowledge graph construction: A systematic review of …

(4 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://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225120/

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A very simple guide of Knowledge Graph for Health …

(6 days ago) WEBKnowledge Representation is the core of Knowledge Graph. Both “web of data” and “knowledge graph” share the same technical stack called knowledge representation. Essentially, it is composed of two …

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

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Building a knowledge graph to enable precision medicine

(Just Now) WEBScience Translational Medicine 6, 252ra123–252ra123 Knowledge-driven drug repurposing using a comprehensive drug knowledge graph. Health Informatics …

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

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Healthcare knowledge graph construction: A systematic review of …

(7 days ago) WEBWolffe TA, et al. A survey of systematic evidence mapping practice and the case for knowledge graphs in environmental health and toxicology. Toxicol Sci. …

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

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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. …

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

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Knowledge Graph Applications in Medical Imaging

(9 days ago) WEBAmong all the included articles, the most common application of knowledge graphs in medical imaging is disease classification (56.5%), followed by disease localization and …

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

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From Data to Wisdom: Biomedical Knowledge Graphs for Real

(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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[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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Introduction to Knowledge Graphs in Healthcare - Oracle Blogs

(5 days ago) WEBRecent studies in psychological science show that humans can process at most four interacting variables at the same time, supporting the idea that computer …

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

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Constructing public health evidence knowledge graph for decision …

(7 days ago) WEBWe release an COVID-19 public health evidence knowledge graph (CPHE-KG), which is an early exploration of KG applied to public health decision-making. 3) …

https://www.sciencedirect.com/science/article/pii/S266644962100030X

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Medical Knowledge Graph: Data Sources, Construction - SciOpen

(8 days ago) WEB<p>Medical knowledge graphs (MKGs) are the basis for intelligent health care, and they have been in use in a variety of intelligent medical applications. Thus, …

https://www.sciopen.com/article/10.26599/BDMA.2022.9020021

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Maps of Medical Reason: Applying Knowledge Graphs and …

(1 days ago) WEBOne challenge of knowledge graphs in the life sciences is the integration of disparate knowledge and data sources into one cohesive graph. The Covid-19 …

https://link.springer.com/chapter/10.1007/978-3-030-95006-4_8

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Towards electronic health record-based medical knowledge graph

(7 days ago) WEB2. Search methodology. We systematically searched the keywords ‘EHR-based medical knowledge graph construction OR Medical knowledge graph …

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

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

(2 days ago) WEBKnowledge Graphs (KGs) have evolved into a new type of knowledge representation that serves as the cornerstone These KGs are important to conceptua lise specific domain …

https://arxiv.org/pdf/2207.03771

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

(6 days ago) WEBmainstream health applications, offering an in-depth overview of the diverse use cases of HKGs in healthcare. Finally, we address promising research opportunities in the era of …

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

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Towards a Knowledge Graph of Health Evolution SpringerLink

(1 days ago) WEBA methodology that implements a Knowledge Acquisition pipeline for building a Knowledge Graph of Health Evolution. A tool that instantiates the HITL …

https://link.springer.com/chapter/10.1007/978-3-031-17105-5_8

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KnowLife: A knowledge graph for health and life sciences

(4 days ago) WEBKnowledge bases (KB's) contribute to advances in semantic search, Web analytics, and smart recommendations. Their coverage of domain-specific knowledge is …

https://ieeexplore.ieee.org/document/6816754

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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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Build a cognitive search and a health knowledge graph using AWS …

(7 days ago) WEBMedical data is highly contextual and heavily multi-modal, in which each data silo is treated separately. To bridge different data, a knowledge graph-based …

https://aws.amazon.com/blogs/machine-learning/build-a-cognitive-search-and-a-health-knowledge-graph-using-amazon-healthlake-amazon-kendra-and-amazon-neptune/

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