论文标题
迈向以人为中心的AI辅助结肠镜检查系统
Toward a Human-Centered AI-assisted Colonoscopy System
论文作者
论文摘要
在过去的十年中，AI辅助结肠镜检查引起了很多关注。在前两年中，几项随机临床试验显示了息肉检测率提高的令人兴奋的结果。但是，当前的商业AI辅助结肠镜检查着重于在结肠镜检查过程中为检测息肉提供视觉辅助。对胃肠病医生的需求以及这些系统的可用性问题缺乏了解。本文旨在向HCI社区介绍最近的商业AI辅助结肠镜系统的开发和部署，确定临床医生的期望与商业系统能力之间的差距，并突出澳大利亚的一些独特挑战。
AI-assisted colonoscopy has received lots of attention in the last decade. Several randomised clinical trials in the previous two years showed exciting results of the improving detection rate of polyps. However, current commercial AI-assisted colonoscopy systems focus on providing visual assistance for detecting polyps during colonoscopy. There is a lack of understanding of the needs of gastroenterologists and the usability issues of these systems. This paper aims to introduce the recent development and deployment of commercial AI-assisted colonoscopy systems to the HCI community, identify gaps between the expectation of the clinicians and the capabilities of the commercial systems, and highlight some unique challenges in Australia.
