使可计算生物医学知识 FAIR 化的数字对象:知识表示、传播和实施的基础结构方法

Marisa Conte, Allen Flynn, Philip Barrison, Peter Boisvert, Zach Landis-Lewis, Charles Friedman
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引用次数: 0

摘要

我们的工作是开发数字对象,用于表示和传递特定类别的科学知识:可计算生物医学知识(CBK)。可计算生物医学知识经过适当的开发、验证、实施和管理,有可能加快可操作知识从科学发现到临床应用的转化。 我们的研究采用一种基础架构方法来处理 CBK,首先侧重于创建一个包装可计算生物医学知识的概念模型--知识对象 (KO),并相应地努力创建一个用于 KO 管理和实施的架构。此外,我们的工作以 FAIR 原则为基础,即知识对象(KO)应是可查找、可访问、可互操作和可重复使用的,我们正在探索将知识对象与新兴的 FAIR 数字对象(FDO)最佳实践相结合。 这项工作的成果将在临床、卫生专业教育、医疗质量改进、生物医学和转化研究以及人口保健等领域产生共鸣。对知识科学感兴趣的研究人员和从业人员,包括使用语义技术和其他形式的数字对象的人员,也会对我们的 KO 模型感兴趣。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digital objects to make computable biomedical knowledge FAIR: an infrastructural approach to knowledge representation, dissemination and implementation
We present our work to develop digital objects to represent and convey a specific category of scientific knowledge: computable biomedical knowledge (CBK). Properly developed, validated, implemented and stewarded, CBK has the potential to accelerate the translation of actionable knowledge from scientific discovery to clinical application. Our research takes an infrastructural approach to CBK, initially by focusing on the creation of a conceptual model for packaging computable biomedical knowledge - the Knowledge Object (KO) - and on corresponding efforts to create an architecture for KO management and implementation. Additionally, our work is grounded in the FAIR principles, such that KO artefacts should be findable, accessible, interoperable and reusable and we are exploring aligning KOs with emerging best practices for FAIR Digital Objects (FDO). The outcomes of this work resonate in clinical contexts, health professions education, healthcare quality improvement, biomedical and translational research and population care. Our KO model is also of interest to researchers and practitioners interested in knowledge science, including those working with semantic technologies and other forms of digital objects.
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