A new technology for medical and surgical data organisation: the WSES-WJES Decentralised Knowledge Graph

IF 6 1区 医学 Q1 EMERGENCY MEDICINE World Journal of Emergency Surgery Pub Date : 2024-11-20 DOI:10.1186/s13017-024-00563-6
Andrey A. Litvin, Sophiya B. Rumovskaya, Belinda De Simone, Lucienne Kasongo, Massimo Sartelli, Federico Coccolini, Luca Ansaloni, Ernest E. Moore, Walter Biffl, Fausto Catena
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Abstract

The quality of Big Data analysis in medicine and surgery heavily depends on the methods used for clinical data collection, organization, and storage. The Knowledge Graph (KG) represents knowledge through a semantic model, enhancing connections between diverse and complex information. While it can improve the quality of health data collection, it has limitations that can be addressed by the Decentralized (blockchain-powered) Knowledge Graph (DKG). We report our experience in developing a DKG to organize data and knowledge in the field of emergency surgery. The authors leveraged the cyb.ai protocol, a decentralized protocol within the Cosmos network, to develop the Emergency Surgery DKG. They populated the DKG with relevant information using publications from the World Society of Emergency Surgery (WSES) featured in the World Journal of Emergency Surgery (WJES). The result was the Decentralized Knowledge Graph (DKG) for the WSES-WJES bibliography. Utilizing a DKG enables more effective structuring and organization of medical knowledge. This facilitates a deeper understanding of the interrelationships between various aspects of medicine and surgery, ultimately enhancing the diagnosis and treatment of different diseases. The system’s design aims to be inclusive and user-friendly, providing access to high-quality surgical knowledge for healthcare providers worldwide, regardless of their technological capabilities or geographical location. As the DKG evolves, ongoing attention to user feedback, regulatory frameworks, and ethical considerations will be critical to its long-term success and global impact in the surgical field.
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医疗和手术数据组织新技术:WSES-WJES 分散知识图谱
医学和外科大数据分析的质量在很大程度上取决于临床数据的收集、组织和存储方法。知识图谱(KG)通过语义模型表示知识,加强了各种复杂信息之间的联系。虽然它可以提高健康数据收集的质量,但它也有局限性,而去中心化(区块链驱动)知识图谱(DKG)可以解决这些问题。我们报告了开发 DKG 以组织急诊外科领域数据和知识的经验。作者利用 Cosmos 网络中的去中心化协议 cyb.ai 协议开发了急诊外科 DKG。他们利用《世界急诊外科杂志》(WJES)上刊登的世界急诊外科协会(WSES)的出版物,将相关信息填充到 DKG 中。这就是 WSES-WJES 书目的分散知识图谱 (DKG)。利用 DKG 可以更有效地构建和组织医学知识。这有助于加深对医学和外科各方面相互关系的理解,最终提高对不同疾病的诊断和治疗水平。该系统的设计旨在实现包容性和用户友好性,为世界各地的医疗服务提供者提供获取高质量外科知识的途径,无论其技术能力或地理位置如何。随着 DKG 的发展,对用户反馈、监管框架和伦理因素的持续关注对其在外科领域的长期成功和全球影响至关重要。
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来源期刊
World Journal of Emergency Surgery
World Journal of Emergency Surgery EMERGENCY MEDICINE-SURGERY
CiteScore
14.50
自引率
5.00%
发文量
60
审稿时长
10 weeks
期刊介绍: The World Journal of Emergency Surgery is an open access, peer-reviewed journal covering all facets of clinical and basic research in traumatic and non-traumatic emergency surgery and related fields. Topics include emergency surgery, acute care surgery, trauma surgery, intensive care, trauma management, and resuscitation, among others.
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