COTriage:应用模型驱动的建议,利用聊天机器人改进医疗信息系统的开发

IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IT Professional Pub Date : 2024-06-26 DOI:10.1109/mitp.2024.3380916
Julián A. García-García, Nicolás Sánchez-Gómez, María José Escalona, Mercedes Ruiz
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引用次数: 0

摘要

如今,企业需要创新、灵活的解决方案来实现流程的数字化和自动化,尤其是那些旨在从用户那里获取信息的流程。聊天机器人是最广泛应用的流程自动化技术方案之一。本文旨在将聊天机器人技术与医疗信息系统(HIS)相结合,改善医疗流程的执行。具体来说,文章介绍了 COTriage 框架,该框架提出了模型驱动机制,用于改进以流程为导向的 HIS 的设计和开发,并集成了基于聊天机器人的分诊流程。该提案还在 iMedea(一个真实的 HIS)上与 COVID-19 分诊流程和辅助生殖治疗流程进行了实例化。最后,考虑到最终用户的接受程度,以及在我们的案例研究中应用 COTriage 的软件团队所实现的效率和效果,对该提案进行了讨论。
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COTriage: Applying a Model-Driven Proposal for Improving the Development of Health Information Systems with Chatbots
Today, organizations require innovative and flexible solutions to digitize and automate their processes—particularly those processes designed to obtain information from users. Chatbots are one of the most widely used technological options for automating processes. This article aims to integrate chatbot technology with health information systems (HISs) to improve the execution of health-care processes. Specifically, it presents the COTriage framework, which proposes model-driven mechanisms for improving the design and development of process-oriented HISs with chatbot-based triage process integration. The proposal was also instantiated with the COVID-19 triage process and assisted reproduction treatment processes on iMedea (a real HIS). Finally, the proposal was discussed considering the acceptance of end users, as well as the degree of efficiency and effectiveness achieved by the software team who applies COTriage on our case study.
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来源期刊
IT Professional
IT Professional COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
5.00
自引率
0.00%
发文量
111
审稿时长
>12 weeks
期刊介绍: IT Professional is a technical magazine of the IEEE Computer Society. It publishes peer-reviewed articles, columns and departments written for and by IT practitioners and researchers covering: practical aspects of emerging and leading-edge digital technologies, original ideas and guidance for IT applications, and novel IT solutions for the enterprise. IT Professional’s goal is to inform the broad spectrum of IT executives, IT project managers, IT researchers, and IT application developers from industry, government, and academia.
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