NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, School of Computing and Information Systems, University of Melbourne, Parkville, Australia.
NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.
Yearb Med Inform. 2021 Aug;30(1):191-199. doi: 10.1055/s-0041-1726510. Epub 2021 Sep 3.
To describe the use and promise of conversational agents in digital health-including health promotion andprevention-and how they can be combined with other new technologies to provide healthcare at home.
A narrative review of recent advances in technologies underpinning conversational agents and their use and potential for healthcare and improving health outcomes.
By responding to written and spoken language, conversational agents present a versatile, natural user interface and have the potential to make their services and applications more widely accessible. Historically, conversational interfaces for health applications have focused mainly on mental health, but with an increase in affordable devices and the modernization of health services, conversational agents are becoming more widely deployed across the health system. We present our work on context-aware voice assistants capable of proactively engaging users and delivering health information and services. The proactive voice agents we deploy, allow us to conduct experience sampling in people's homes and to collect information about the contexts in which users are interacting with them.
In this article, we describe the state-of-the-art of these and other enabling technologies for speech and conversation and discuss ongoing research efforts to develop conversational agents that "live" with patients and customize their service offerings around their needs. These agents can function as 'digital companions' who will send reminders about medications and appointments, proactively check in to gather self-assessments, and follow up with patients on their treatment plans. Together with an unobtrusive and continuous collection of other health data, conversational agents can provide novel and deeply personalized access to digital health care, and they will continue to become an increasingly important part of the ecosystem for future healthcare delivery.
描述对话代理在数字健康中的应用和前景,包括健康促进和预防,以及如何将其与其他新技术结合,提供家庭医疗服务。
对支持对话代理的技术的最新进展进行叙述性综述,以及它们在医疗保健和改善健康结果方面的应用和潜力。
通过对书面和口头语言的响应,对话代理提供了一种多功能、自然的用户界面,并有潜力使他们的服务和应用更广泛地普及。从历史上看,用于健康应用的对话界面主要集中在心理健康上,但随着负担得起的设备的增加和医疗服务的现代化,对话代理在整个医疗系统中的应用越来越广泛。我们介绍了我们在能够主动与用户互动并提供健康信息和服务的情境感知语音助手方面的工作。我们部署的主动语音代理允许我们在人们的家中进行体验采样,并收集用户与之交互的情境信息。
在本文中,我们描述了这些技术以及其他用于语音和对话的使能技术的最新进展,并讨论了正在进行的研究努力,以开发与患者“生活”在一起并根据他们的需求定制服务的对话代理。这些代理可以作为“数字伴侣”,提醒患者服药和预约,主动检查以收集自我评估,并跟进患者的治疗计划。与其他健康数据的不引人注意且持续收集相结合,对话代理可以为数字医疗保健提供新颖和深度个性化的访问方式,并且它们将继续成为未来医疗保健提供的生态系统中越来越重要的一部分。