It converts the data into knowledge using relevant medical knowledge from existing ontologies. The personalized health knowledge graph and its use cases consists of (1) Kno.e.sis asthma ontology, whose core model (e.g., patient) is generic enough to be reused for other use cases, and (2)...
GraphCare Source code for our paper: "GraphCare: Enhancing Healthcare Predictions with Open-World Personalized Knowledge Graphs". Requirements: pip install torch==1.12.0 pip install torch-geometric==2.3.0 pip install pyhealth==1.1.2 pip install scikit-learn==1.2.1 pip install openai==0.27.4 ...
The gut microbiome is closely associated with health status, and any microbiota dysbiosis could considerably impact the host’s health. In addition, many active consortium projects have generated many reference datasets available for large-scale retrospe
[4]. FL has garnered substantial interest and application across various domains, including smart cities [5], computer vision [6], [7], and healthcare [8]. Its ability to leverage distributed data without centralization makes FL an attractive solution for addressing challenges related to privacy...
Ineffective medication is a major healthcare problem causing significant patient suffering and economic costs. This issue stems from the complex nature of diseases, which involve altered interactions among thousands of genes across multiple cell types an
Towards electronic health record-based medical knowledge graph construction, completion, and applications: a literature study. J Biomed Inform. 2023;143:104403. Johnson R, Li MM, Noori A, Queen O, Zitnik M. Graph ai in medicine. 2023. arXiv preprint arXiv:2310.13767. Bharadhwaj VS, Ali M...
Ineffective medication is a major healthcare problem causing significant patient suffering and economic costs. This issue stems from the complex nature of diseases, which involve altered interactions among thousands of genes across multiple cell types an
By researching the weighted importance of each factor in the Energy Score based on age and gender, Samsung has developed a more customized approach to health management. The entertainment experience has also been enhanced through data-driven insights. In the U.S., Gaming Hub — Samsung’...
24, NO. 7, 13–26 https://doi.org/10.1080/15265161.2023.2296402 TARGET ARTICLE A Personalized Patient Preference Predictor for Substituted Judgments in Healthcare: Technically Feasible and Ethically Desirable Brian D. Earpa,b,c� , Sebastian Porsdam Manna�, Jemima Allend�, Sabine Salloche...
This work was supported by the Natural Science Foundation of the Jiangsu Higher Education Institutions of China (20KJA520010); The Medical and Health Science and Technology Innovation Project of Suzhou (SKY2022010, SKYD2022097); The National Natural Science Foundation of China (82272439, 32200533...