A survey on knowledge graphs for healthcare: Resources, application progress, and promise
… In conclusion, healthcare knowledge graphs (HKGs) hold great potential in improving the
interpretability of healthcare, enabling transparent and informed decision-making, and …
interpretability of healthcare, enabling transparent and informed decision-making, and …
Knowledge graphs and explainable ai in healthcare
… role of knowledge graphs in XAI models in healthcare, considering a state-of-the-art review.
Based on our review, knowledge graphs … applications of knowledge graphs in the healthcare …
Based on our review, knowledge graphs … applications of knowledge graphs in the healthcare …
Towards an Italian healthcare knowledge graph
M Postiglione - Similarity Search and Applications: 14th International …, 2021 - Springer
… (ie node properties) but also the topological graph structure (eg path length and depth).
More specifically, we will leverage knowledge representation learning techniques, which aim to …
More specifically, we will leverage knowledge representation learning techniques, which aim to …
Ontologies and knowledge graphs in oncology research
… by scientific research and health care. This review … knowledge model, a role which biomedical
ontologies can fill. This study reviews the application of ontologies and knowledge graphs …
ontologies can fill. This study reviews the application of ontologies and knowledge graphs …
Challenges for healthcare data analytics over knowledge graphs
… use of Knowledge Graphs (KGs) as data structures that enable the integration of diverse
healthcare data … Specifically, we illustrate the application of rule mining tasks that enhance the …
healthcare data … Specifically, we illustrate the application of rule mining tasks that enhance the …
Knowledge graph enrichment from clinical narratives using NLP, NER, and biomedical ontologies for healthcare applications
… As a result, AI-based healthcare applications are not able to directly extract or semantically
… In future, we intend to create a healthcare application for differential disease diagnosis …
… In future, we intend to create a healthcare application for differential disease diagnosis …
Explainable ai using knowledge graphs
… healthcare conversations patterns and help healthcare … the use of knowledge graphs in
(1) Healthcare on the Web, (2… domain of Knowledge Graphs (KGs) and its application in AI …
(1) Healthcare on the Web, (2… domain of Knowledge Graphs (KGs) and its application in AI …
[HTML][HTML] Constructing knowledge graphs and their biomedical applications
DN Nicholson, CS Greene - Computational and structural biotechnology …, 2020 - Elsevier
… of constructing a knowledge graph via … knowledge graphs to solve biomedical problems.
Lastly, we conclude on the practicality of knowledge graphs and point out future applications …
Lastly, we conclude on the practicality of knowledge graphs and point out future applications …
Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities
… This paper aims to review the recent KG construction approaches for healthcare applications.
Thus, we attempt to cover all papers that describe mechanisms for KG construction to …
Thus, we attempt to cover all papers that describe mechanisms for KG construction to …
Towards smart healthcare management based on knowledge graph technology
… paper is to achieve a knowledge graph construction model which can provide better knowledge
services for applications of a healthy diet. The provided knowledge by our model can be …
services for applications of a healthy diet. The provided knowledge by our model can be …
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