利用超级账本结构来提高临床决策支持系统的有效性。

Ramya Gangula, Sri Varun Thalla, Ijeoma Ikedum, Chineze Okpala, Sweta Sneha
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引用次数: 2

摘要

采用和实施临床决策支持系统(CDSS)技术是努力提高国家质量倡议和护理点的循证实践的关键因素。CDSS被设想为解决医疗保健领域当前许多挑战的潜在解决方案,这些挑战包括信息过载、实践改进、消除治疗错误和降低医疗咨询成本。然而,尽管与电子健康记录(EHRs)集成,CDSS并没有设法实现这些目标的预期水平,并提供适合上下文的警报(1)。临床决策支持警报可以挽救生命,但频繁的警报会增加临床医生的认知负担,加剧警报疲劳,并增加重复测试。这最终会增加医疗成本,而不会改善患者的治疗效果。研究表明,49% -96%的临床警报被忽视,这引发了对CDSS有效性的质疑(1)。区块链是一种分散的分布式数字账本,包含大量持续更新、带时间戳和高度加密的虚拟记录,可以成为解决这些挑战的关键(2)。区块链技术如果与CDSS集成,可以作为消除CDSS当前缺点的潜在解决方案(3)。本文解决了CDSS成功实施所面临的最重要和最长期的问题,以及如何利用超级分类账结构来缓解临床警报疲劳,并减少医生使用患者特定信息的倦怠。本研究的拟议架构框架旨在为CDSS提供护理点的整体患者信息。然后,这使医生能够使用区块链集成的CDSS,这有可能减少临床医生的认知负担、医疗错误和成本,并最终提高患者的治疗效果。本研究广泛讨论了区块链技术如何成为一种潜在的解决方案,选择超级账本结构的原因,并详细阐述了如何利用超级账本结构来提高CDSS的效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems.

Adopting and implementing the Clinical Decision Support System (CDSS) technology is a critical element in an effort to improve national quality initiatives and evidence-based practice at the point of care. CDSS is envisioned to be a potential solution to many current challenges in the healthcare sphere, which includes information overload, practice improvement, eliminating treatment errors, and reducing medical consultation costs. However, the CDSS did not manage to achieve these goals to the desired levels and provide context-appropriate alerts, although integrated with the electronic health records (EHRs) (1). Clinical decision support alerts can save lives, but frequent ones can cause increased cognitive burden to clinicians, worsen alert fatigue, and increase the duplication of tests. This ultimately increases health care costs without refining patient outcomes. Studies show that 49-96% of clinical alerts are ignored, raising questions about the effectiveness of CDSS (1). Blockchain, a decentralized, distributed digital ledger that contains a plethora of continuously updated, time-stamped, and highly encrypted virtual record, can be a key to addressing these challenges (2). The blockchain technology if integrated with the CDSS can serve as a potential solution to eliminating current drawbacks with CDSS (3). This article addresses the most significant and chronic problems facing the successful implementation of CDSS and how leveraging the Hyperledger Fabric can alleviate the clinical alert fatigue and reduce physician's burnout using patient-specific information. The proposed architecture framework for this study is designed to equip the CDSS with overall patient information at the point of care. This then empowers the physicians with the blockchain-integrated CDSS, which holds the potential to reduce clinician's cognitive burden, medical errors, and costs and ultimately enhance patient outcomes. The research study broadly discusses how the blockchain technology can be a potential solution, reasons for selecting the Hyperledger Fabric, and elaborates on how the Hyperledger Fabric can be leveraged to enhance the efficacy of CDSS.

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