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HL7v2 Isn’t Legacy — It’s the Backbone
颠覆认知：HL7v2并非陈旧协议，而是美国医疗互操作性的实时数据支柱
HL7v2 is so embedded in healthcare that people often forget to explain what it actually is. HL7v2 (Health Level Seven version 2) is a messaging standa…
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COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion
大模型在纵向电子病历推理中常因缺乏精细化统计导致幻觉，COTCAgent通过概率化思维链补全实现预防性咨询，为临床决策支持提供新范式。
arXiv:2605.15016v1 Announce Type: cross Abstract: As large language models empower healthcare, intelligent clinical decision support has developed rap…