论文标题
解决AI支持的虚拟健康教练中的风险和机会的框架
A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches
论文作者
论文摘要
虚拟教练迅速发展成为现代临床实践的基础。在医疗保健专业人员供应不足并且对低成本治疗的需求不断增加的时候，虚拟健康教练（VHCS）为那些受到财务或地理位置访问护理的限制的人提供干预。最近，AI驱动的虚拟教练已成为人类教练的可行补充。但是，对AI驱动的教练系统的推动为研究人员，设计师，临床医生和患者提出了几个重要问题。在本文中，我们提出了一个新颖的框架，以指导虚拟教练系统的设计和开发。该框架以四个关键指导目标：可靠性，公平性，参与度和道德来增强传统数据科学管道。
Virtual coaching has rapidly evolved into a foundational component of modern clinical practice. At a time when healthcare professionals are in short supply and the demand for low-cost treatments is ever-increasing, virtual health coaches (VHCs) offer intervention-on-demand for those limited by finances or geographic access to care. More recently, AI-powered virtual coaches have become a viable complement to human coaches. However, the push for AI-powered coaching systems raises several important issues for researchers, designers, clinicians, and patients. In this paper, we present a novel framework to guide the design and development of virtual coaching systems. This framework augments a traditional data science pipeline with four key guiding goals: reliability, fairness, engagement, and ethics.
