医疗领域中的AI增强虚拟现实:一项综合性综述
AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey
AI总结:
本文是首份医疗场景下AI增强VR技术的系统性综述,提出基于诊疗阶段的三类划分框架,梳理相关技术与应用,为该跨学科领域后续研究奠基。
摘要:
随着计算机图形学与人工智能技术的快速发展,人类与世界的交互方式发生了变革性转变。借助人工智能(AI)的虚拟现实(VR)技术凭借能为用户提供沉浸式体验的优势,已成为多个应用领域的主流交互媒介。在各类应用中,医疗被认为是最具前景的领域之一。本文对医疗护理与服务领域中AI增强VR应用这一新兴领域展开了全面梳理。我们提出了一套系统分类法,依据诊疗的不同阶段,将相关技术与应用细致划分为三个明确类别:可视化增强、VR相关医疗数据处理以及VR辅助介入。该分类法为结构化探究AI赋能的VR在医疗领域发挥的多元作用提供了支撑,也为更全面地理解与评估这些技术搭建了框架。据我们所知,这是首份针对医疗场景下AI赋能VR系统的系统性综述,为该跨学科领域的未来研究奠定了基础。
英文摘要:
With the rapid advance of computer graphics and artificial intelligence technologies, the ways we interact with the world have undergone a transformative shift. Virtual Reality (VR) technology, aided by artificial intelligence (AI), has emerged as a dominant interaction media in multiple application areas, thanks to its advantage of providing users with immersive experiences. Among those applications, medicine is considered one of the most promising areas. In this paper, we present a comprehensive examination of the burgeoning field of AI-enhanced VR applications in medical care and services. By introducing a systematic taxonomy, we meticulously classify the pertinent techniques and applications into three well-defined categories based on different phases of medical diagnosis and treatment: Visualization Enhancement, VR-related Medical Data Processing, and VR-assisted Intervention. This categorization enables a structured exploration of the diverse roles that AI-powered VR plays in the medical domain, providing a framework for a more comprehensive understanding and evaluation of these technologies. To our best knowledge, this is the first systematic survey of AI-powered VR systems in medical settings, laying a foundation for future research in this interdisciplinary domain.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。