A survey on knowledge graphs for healthcare: Resources, application progress, and promise

H Cui, J Lu, S Wang, R Xu, W Ma, S Yu… - … in Healthcare (IMLH), 2023 - openreview.net
… In conclusion, healthcare knowledge graphs (HKGs) hold great potential in improving the
interpretability of healthcare, enabling transparent and informed decision-making, and …

Knowledge graphs and explainable ai in healthcare

E Rajabi, S Kafaie - Information, 2022 - mdpi.com
… role of knowledge graphs in XAI models in healthcare, considering a state-of-the-art review.
Based on our review, knowledge graphsapplications 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 …

Ontologies and knowledge graphs in oncology research

MC Silva, P Eugénio, D Faria, C Pesquita - Cancers, 2022 - mdpi.com
… 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

Challenges for healthcare data analytics over knowledge graphs

ME Vidal, E Niazmand, PD Rohde, E Iglesias… - … , and Applications, 2023 - Springer
… 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 …

Knowledge graph enrichment from clinical narratives using NLP, NER, and biomedical ontologies for healthcare applications

A Thukral, S Dhiman, R Meher, P Bedi - International Journal of …, 2023 - Springer
… 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 …

Explainable ai using knowledge graphs

M Gaur, A Desai, K Faldu… - ACM CoDS-COMAD …, 2020 - scholarcommons.sc.edu
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 …

[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

Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities

B Abu-Salih, M Al-Qurishi, M Alweshah, M Al-Smadi… - Journal of Big Data, 2023 - Springer
… 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 …

Towards smart healthcare management based on knowledge graph technology

L Huang, C Yu, Y Chi, X Qi, H Xu - … Software and Computer Applications, 2019 - dl.acm.org
… 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 …