This project proposes a novelnowledgeraph-riven Medicine Recommendation System using Graph Neuralworks,, that utilises longitudinal EHR data along with ontologies and Drug-Drug Interaction knowledge to construct admission-wise clinical and medicine Knowledge Graphs for every patient. Recurrent Neural ...
Most of the existing works have largely ignored the exploit of medical facts in medicines, such as drug-drug interactions, which is crucial in medicine recommendation system. One possible reason might because there is little medical expert knowledge in EMRs. Content limitations in EMRs constrain the...
Screening for unhealthy drug use: US Preventive Services Task Force recommendation statement. JAMA. 2020;323(22):2301-2309. doi:10.1001/jama.2020.8020 ArticlePubMedGoogle ScholarCrossref 9. Curry SJ, Krist AH, Owens DK, et al; US Preventive Services Task Force. Screening ...
138]. In the United States, women are recommended to consume 2.7 L day−1water, with 2.2 L consumed as liquids and the remainder coming from food [139]. This recommendation is likely sufficient for the basal needs of female athletes but may not meet the requirements for exercising athletes...
A graphical abstract will help draw more attention to your online article and support readers in digesting your research. Some guidelines: Submit your graphical abstract as a separate file in the online submission system. Ensure the image is a minimum of 531 x 1328 pixels (h x w) or ...
The starting point of this process was an ESICM recommendation published in 1997 with the need for an updated version. Results The document consists of operational guidelines and design recommendations for ICUs. In the first part it covers the definition and objectives of an ICU, functional ...
The paper has six sections, in addition to this introduction. Section “Challenges of genome editing in the era CRISPR-Cas9” traces the challenges of genome editing in the era of CRISPR-Cas9, including the factors that differentiate CRISPR-Cas from other gene editing techniques, the research ...
(Federal Ministry of Education and Research) in DAAD project 57616814 (SECAI, School of Embedded Composite AI,https://secai.org/) as part of the program Konrad Zuse Schools of Excellence in Artificial Intelligence. J.N.K. is supported by the German Federal Ministry of Health (DEEP LIVER, ...
This research suggested a reinforcement learning-based antihypertensive medication recommendation system for hypertension patients with T2DM. This research aims to address the challenge of precision medicine utilizing enormous electronic health data and machine learning, which led to the introduction of a rein...
The construction of an automatic recommendation system for the reaction conditions will greatly facilitate drug synthesis. Finally, there is product prediction, which predicts the products and virtually simulates the drug synthesis process based on the synthesis route and reaction conditions to ensure the...