Defining health data elements under the HL7 development framework for metadata management [0.03%]
HL7开发框架下的元数据管理健康数据元素定义
Zhe Yang,Kun Jiang,Miaomiao Lou et al.
Zhe Yang et al.
Background: Health data from different specialties or domains generallly have diverse formats and meanings, which can cause semantic communication barriers when these data are exchanged among heterogeneous systems. As suc...
Semantic modelling of common data elements for rare disease registries, and a prototype workflow for their deployment over registry data [0.03%]
罕见病登记处的通用数据元素的语义建模及在登记数据上部署的原型工作流程
Rajaram Kaliyaperumal,Mark D Wilkinson,Pablo Alarcón Moreno et al.
Rajaram Kaliyaperumal et al.
Background: The European Platform on Rare Disease Registration (EU RD Platform) aims to address the fragmentation of European rare disease (RD) patient data, scattered among hundreds of independent and non-coordinating re...
Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma [0.03%]
基于相似领域的语言迁移空间转移：以肝癌研究为例
Amara Tariq,Omar Kallas,Patricia Balthazar et al.
Amara Tariq et al.
Background: Transfer learning is a common practice in image classification with deep learning where the available data is often limited for training a complex model with millions of parameters. However, transferring langu...
Extending electronic medical records vector models with knowledge graphs to improve hospitalization prediction [0.03%]
利用知识图谱扩展电子病历的向量模型以提高住院预测性能
Raphaël Gazzotti,Catherine Faron,Fabien Gandon et al.
Raphaël Gazzotti et al.
Background: Artificial intelligence methods applied to electronic medical records (EMRs) hold the potential to help physicians save time by sharpening their analysis and decisions, thereby improving the health of patients...
Nicholas Charles Nicholson,Francesco Giusti,Manola Bettio et al.
Nicholas Charles Nicholson et al.
Background: Population-based cancer registries are a critical reference source for the surveillance and control of cancer. Cancer registries work extensively with the internationally recognised TNM classification system u...
Text mining-based measurement of precision of polysomnographic reports as basis for intervention [0.03%]
基于文本挖掘的多导睡眠图报告精确性量化及干预措施研究
Florent Baty,Jemima Hegermann,Tiziana Locatelli et al.
Florent Baty et al.
Background: Text mining can be applied to automate knowledge extraction from unstructured data included in medical reports and generate quality indicators applicable for medical documentation. The primary objective of thi...
Structure-based knowledge acquisition from electronic lab notebooks for research data provenance documentation [0.03%]
基于结构的电子实验笔记本知识获取以进行研究数据来源记录
Max Schröder,Susanne Staehlke,Paul Groth et al.
Max Schröder et al.
Background: Electronic Laboratory Notebooks (ELNs) are used to document experiments and investigations in the wet-lab. Protocols in ELNs contain a detailed description of the conducted steps including the necessary inform...
Ontology-based identification and prioritization of candidate drugs for epilepsy from literature [0.03%]
基于本体的从文献中识别和优先确定癫痫候选药物的方法
Bernd Müller,Leyla Jael Castro,Dietrich Rebholz-Schuhmann
Bernd Müller
Background: Drug repurposing can improve the return of investment as it finds new uses for existing drugs. Literature-based analyses exploit factual knowledge on drugs and diseases, e.g. from databases, and combine it wit...
An annotated dataset for extracting gene-melanoma relations from scientific literature [0.03%]
一个关于从科学文献中提取基因黑色素瘤关系的带注释的数据集
Roberto Zanoli,Alberto Lavelli,Theresa Löffler et al.
Roberto Zanoli et al.
Background: Melanoma is one of the least common but the deadliest of skin cancers. This cancer begins when the genes of a cell suffer damage or fail, and identifying the genes involved in melanoma is crucial for understan...
End-to-End provenance representation for the understandability and reproducibility of scientific experiments using a semantic approach [0.03%]
基于语义的方法实现科学研究实验的可理解性和可重复性的端到端轨迹表达研究
Sheeba Samuel,Birgitta König-Ries
Sheeba Samuel
Background: The advancement of science and technologies play an immense role in the way scientific experiments are being conducted. Understanding how experiments are performed and how results are derived has become signif...