CARE-link通过LLM连接医患，远程管理妊娠期糖尿病。
Clinical Assistant for Remote Engagement Link (CARE-link): A Web-Based Electronic Health Records Software for Managing Diabetes
- 用LLM整合患者自传数据，为医生提供上下文决策支持。
- 患者可通过WhatsApp获知管理方案与实时生活建议。
- 模块化设计适合慢性病长期追踪，适合资源有限地区。
CARE-link 是一个开源的基于网络的临床支持平台，旨在通过大语言模型（LLM）驱动的工作流改善妊娠期糖尿病的管理。系统汇聚院外患者生成的数据，汇总相关临床信息，并向医生提供上下文感知的决策支持。对患者而言，CARE-link 提供清晰的管理计划解释，并通过 WhatsApp 接口发送及时的生活方式指导。其双端集成设计旨在促进持续监测、实现个性化照护，并减轻门诊随访负担。平台采用模块化架构，可适配其他需要长期跟踪和行为支持的慢性病。CARE-link 有望提升临床监管能力，增强患者依从性，强化照护连续性，尤其适用于资源受限环境。
原文摘要 · Abstract (English)
CARE-link is an open-source, web-based clinical support platform designed to improve the management of gestational diabetes by linking clinicians and patients through an LLM-mediated workflow. The system aggregates patient-generated data outside the hospital, summarizes relevant clinical information, and delivers context-aware decision support to clinicians. For patients, CARE-link provides clear explanations of management plans and delivers timely lifestyle guidance through a WhatsApp interface. The integrated dual-facing design aims to promote continuous monitoring, support individualized care, and reduce the burden of in-clinic follow-ups. Built with a modular architecture, the platform can be adapted to other chronic conditions requiring longitudinal tracking and behavioral support. CARE-link has the potential to enhance clinical oversight, promote patient compliance, and strengthen continuity of care particularly in resource-constrained settings.
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