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English(EN) A Self-Evolving Agent for Longitudinal Personal Health Management

新的代理架构改进了纵向个人健康管理

作者 PulseAugur 编辑部 · [3 个来源] ·

研究人员开发了HealthClaw，一个开源的代理架构，用于纵向个人健康管理。与将每个请求视为孤立的现有系统不同，HealthClaw会根据用户日常习惯、偏好、测量值和风险的变化来更新其支持。它将共享的医学知识和安全规则与私有的纵向记忆分开，从而实现持续改进。评估显示，与传统的提示方法相比，答案准确性显著提高，上下文暴露减少，同时还展示了改进的隐私感知质量。 AI

影响 这项研究可能通过使代理能够随着时间的推移进行学习和适应，从而带来更个性化和有效的AI驱动的医疗保健解决方案。

排序理由 该集群包含两篇arXiv论文，讨论了AI在健康管理方面的进展，包括一种新的代理架构和自演化临床系统的路线图。

在 arXiv cs.AI 阅读 →

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新的代理架构改进了纵向个人健康管理

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该集群包含两篇arXiv论文，讨论了AI在健康管理方面的进展，包括一种新的代理架构和自演化临床系统的路线图。
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报道来源 [3]

  1. arXiv cs.AI TIER_1 English(EN) · Haoran Li, Jiebi Deng, Tong Jin, Jinghong Han, Yuxin Wang, Zexin Wang, Qingyi Si, Weikang Gong, Xiahai Zhuang, Jia You, Wei Cheng, Jianfeng Feng, Hongcheng Guo ·

    用于纵向个人健康管理的自演化代理

    arXiv:2607.13940v1 Announce Type: new Abstract: Personal health management unfolds over repeated encounters, yet most health AI systems treat each request in isolation. We developed HealthClaw, an open-source agent architecture that updates support as a person's routines, prefere…

  2. arXiv cs.AI TIER_1 English(EN) · Hongcheng Guo ·

    一种用于纵向个人健康管理的自演化代理

    Personal health management unfolds over repeated encounters, yet most health AI systems treat each request in isolation. We developed HealthClaw, an open-source agent architecture that updates support as a person's routines, preferences, measurements and risks change. It separate…

  3. arXiv cs.AI TIER_1 English(EN) · Chunzheng Zhu, Lei Tian, Bohan Tan, Ziqi Zhou, Yuxuan Sun, Yijun Wang, Chengchao Lv, Yilin Wen, Yijun He, Jinghao Lin, Yihang Chen, Cheewei Tan, Qianshan Wei, Lei Zhao, Bin Pu, Kenli Li, Yuan Xue, Jianxin Lin ·

    迈向自进化临床系统之路：将医疗代理从辅助扩展到自主

    arXiv:2607.11175v1 Announce Type: new Abstract: The growing ability of large language models and vision language models to jointly interpret and reason over images and text is reshaping medical agents, moving them from task specific predictors toward autonomous systems that perce…

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