arXiv:2503.11944cs.HCcs.AI2025-03综述被引 5

构建人体数字孪生,实现个性化智能医疗

Human Digital Twins in Personalized Healthcare: An Overview and Future Perspectives

  • 用动态虚拟模型实时映射人体生理与生活方式变化
  • 支持远程诊疗、手术模拟与康复管理,减轻医疗系统压力
  • 适合关注精准医疗与未来健康科技的从业者

数字孪生正在重塑医疗体系,推动更个性化、主动化和智能化的医疗干预。随着个性化医疗需求增长,亟需为个体构建虚拟副本,在最佳时机以最有效方式提供治疗。人体数字孪生(HDT)有望像在制造与航空领域一样,彻底变革传统医疗模式。HDT通过动态虚拟模型持续反映分子、生理、情绪及生活方式等多维度变化,不仅支持远程监测、诊断与处方,还能辅助手术规划、康复训练与整体健康管理,从而缓解传统医疗系统的压力。尽管前景广阔,但其发展仍面临诸多挑战。本文首先区分传统数字孪生与人体数字孪生的差异,随后探讨其核心网络架构——涵盖数据采集、通信、计算、管理与决策全过程,揭示该技术如何重塑现代医疗产业。

原文摘要 · Abstract (English)

Digital twins (DTs) are redefining healthcare by paving the way for more personalized, proactive, and intelligent medical interventions. As the shift toward personalized care intensifies, there is a growing need for an individual's virtual replica that delivers the right treatment at the optimal time and in the most effective manner. The emerging concept of a Human Digital Twin (HDT) holds the potential to revolutionize the traditional healthcare system much like digital twins have transformed manufacturing and aviation. An HDT mirrors the physical entity of a human body through a dynamic virtual model that continuously reflects changes in molecular, physiological, emotional, and lifestyle factors. This digital representation not only supports remote monitoring, diagnosis, and prescription but also facilitates surgery, rehabilitation, and overall personalized care, thereby relieving pressure on conventional healthcare frameworks. Despite its promising advantages, there are considerable research challenges to overcome as HDT technology evolves. In this study, I will initially delineate the distinctions between traditional digital twins and HDTs, followed by an exploration of the networking architecture integral to their operation--from data acquisition and communication to computation, management, and decision-making--thereby offering insights into how these innovations may reshape the modern healthcare industry.

数字孪生精准医疗智能健康

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