arXiv:2602.19319cs.MMcs.AI2026-02中稿 · ACM Multimedia 202…

让普通人轻松管理跨模态健康数据,掌控个人医疗信息

Health+: Empowering Individuals via Unifying Health Data

  • 构建以用户为中心的多模态健康数据系统,支持文本、图像等数据上传与查询
  • 通过智能推荐与直观界面,提升非技术用户的数据控制能力
  • 聚焦隐私与效率,实现异构医疗数据统一存储与安全共享

在当前碎片化、机构主导的医疗生态中,个人难以有效管理自身健康数据,医疗记录分散于互不兼容的系统与格式中。本文提出 Health+,一个以用户为中心的多模态健康数据管理系统,使个体(包括技术能力有限者)能够跨模态(如文本、图像、报告)上传、查询和共享其健康数据。系统不追求机构层面的全面变革,而是通过直观界面与智能推荐,强化个人自主权。在系统层面,解决异构医疗记录的存储、集成与安全保障难题,兼顾效率与隐私。Health+ 通过整合多模态数据并优先考虑患者需求,为构建更互联、可解释、由用户主导的健康信息生态奠定基础。

原文摘要 · Abstract (English)

Managing personal health data is a challenge in today's fragmented and institution-centric healthcare ecosystem. Individuals often lack meaningful control over their medical records, which are scattered across incompatible systems and formats. This vision paper presents Health+, a user-centric, multimodal health data management system that empowers individuals (including those with limited technical expertise) to upload, query, and share their data across modalities (e.g., text, images, reports). Rather than aiming for institutional overhaul, Health+ emphasizes individual agency by providing intuitive interfaces and intelligent recommendations for data access and sharing. At the system level, it tackles the complexity of storing, integrating, and securing heterogeneous health records, ensuring both efficiency and privacy. By unifying multimodal data and prioritizing patients, Health+ lays the foundation for a more connected, interpretable, and user-controlled health information ecosystem.

健康数据用户中心多模态

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