Wang Ge, Badal Andreu, Jia Xun, Maltz Jonathan S, Mueller Klaus, Myers Kyle J, Niu Chuang, Vannier Michael, Yan Pingkun, Yu Zhou, Zeng Rongping
Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA.
Division of Imaging, Diagnostics and Software Reliability, OSEL, CDRH, US Food and Drug Administration, Silver Spring, MD, USA.
Nat Mach Intell. 2022 Nov;4(11):922-929. doi: 10.1038/s42256-022-00549-6. Epub 2022 Nov 15.
The metaverse integrates physical and virtual realities, enabling humans and their avatars to interact in an environment supported by technologies such as high-speed internet, virtual reality, augmented reality, mixed and extended reality, blockchain, digital twins and artificial intelligence (AI), all enriched by effectively unlimited data. The metaverse recently emerged as social media and entertainment platforms, but extension to healthcare could have a profound impact on clinical practice and human health. As a group of academic, industrial, clinical and regulatory researchers, we identify unique opportunities for metaverse approaches in the healthcare domain. A metaverse of 'medical technology and AI' (MeTAI) can facilitate the development, prototyping, evaluation, regulation, translation and refinement of AI-based medical practice, especially medical imaging-guided diagnosis and therapy. Here, we present metaverse use cases, including virtual comparative scanning, raw data sharing, augmented regulatory science and metaversed medical intervention. We discuss relevant issues on the ecosystem of the MeTAI metaverse including privacy, security and disparity. We also identify specific action items for coordinated efforts to build the MeTAI metaverse for improved healthcare quality, accessibility, cost-effectiveness and patient satisfaction.
元宇宙融合了物理现实和虚拟现实,使人类及其虚拟化身能够在由高速互联网、虚拟现实、增强现实、混合现实和扩展现实、区块链、数字孪生以及人工智能(AI)等技术支持的环境中进行交互,所有这些都由几乎无限的数据丰富。元宇宙最近在社交媒体和娱乐平台中出现,但扩展到医疗保健领域可能会对临床实践和人类健康产生深远影响。作为一组学术、产业、临床和监管研究人员,我们确定了元宇宙方法在医疗保健领域的独特机遇。“医疗技术与人工智能”(MeTAI)元宇宙可以促进基于人工智能的医疗实践的开发、原型制作、评估、监管、转化和完善,特别是医学影像引导的诊断和治疗。在此,我们展示了元宇宙用例,包括虚拟对比扫描、原始数据共享、增强监管科学和元宇宙医疗干预。我们讨论了MeTAI元宇宙生态系统中的相关问题,包括隐私、安全和差异。我们还确定了为构建MeTAI元宇宙而进行协调努力的具体行动项目,以提高医疗保健质量、可及性、成本效益和患者满意度。