{"id":3557,"date":"2025-06-16T13:41:28","date_gmt":"2025-06-16T05:41:28","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=3557"},"modified":"2025-06-16T13:41:53","modified_gmt":"2025-06-16T05:41:53","slug":"202506%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-a-generalist-medical-language-model-for-disease-diagnosis-assistance","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202506%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-a-generalist-medical-language-model-for-disease-diagnosis-assistance\/","title":{"rendered":"202506 \u8bba\u6587\u7814\u8bfb-A generalist medical language model for disease diagnosis assistance"},"content":{"rendered":"\n

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\u6765\u6e90\uff1anature medicine
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\"\"<\/figure>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

\u4e09\u3001\u5b9e\u9a8c\u8bc4\u4f30<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u56db\u3001\u8bba\u6587\u603b\u7ed3<\/h2>\n\n\n\n
    \n
  1. \u63d0\u51faMedFound\u6a21\u578b\uff1a
    1760\u4ebf\u53c2\u6570\u533b\u7597\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u57fa\u4e8eBLOOM-176B\u7ee7\u7eed\u9884\u8bad\u7ec3\u3002
    \u9884\u8bad\u7ec3\u6570\u636e\uff1a\u878d\u5408\u533b\u5b66\u6559\u6750\uff08MedText\uff09\u3001\u75c5\u4f8b\u62a5\u544a\uff08PMC-CR\uff09\u3001\u516c\u5f00\u4e34\u5e8a\u8bb0\u5f55\uff08MIMIC-III\uff09\u53ca870\u4e07\u771f\u5b9e\u7535\u5b50\u75c5\u5386\uff08EHR\uff09\u3002
    \u5fae\u8c03\u4e0e\u5bf9\u9f50\uff1a
    \u91c7\u7528\u81ea\u4e3e\u94fe\u5f0f\u601d\u7ef4\uff08Self-Bootstrapping CoT\uff09\uff0c\u4ec5\u9700800\u6761\u4eba\u5de5\u6807\u6ce8\u5373\u53ef\u751f\u621010\u4e07+\u8bca\u65ad\u63a8\u7406\u94fe\u3002
    \u7edf\u4e00\u504f\u597d\u5bf9\u9f50\u6846\u67b6\uff08PA\uff09\uff1a\u7ed3\u5408ICD-10\u75be\u75c5\u5c42\u7ea7\u504f\u597d\u4e0e\u533b\u751f\u6807\u6ce8\u7684”\u6709\u7528\u6027”\u504f\u597d\uff0c\u786e\u4fdd\u8bca\u65ad\u7b26\u5408\u4e34\u5e8a\u6807\u51c6\u3002<\/li>\n\n\n\n
  2. \u4e34\u5e8a\u9a8c\u8bc1\uff1a
    AI vs \u533b\u751f\uff1a\u5728\u547c\u5438\u79d1\/\u5185\u5206\u6ccc\u79d1\u8bca\u65ad\u4e2d\uff0c\u6a21\u578b\u4f18\u4e8e\u521d\u7ea7\u548c\u4e2d\u7ea7\u533b\u751f\uff0c\u63a5\u8fd1\u9ad8\u7ea7\u533b\u751f\u6c34\u5e73\uff08\u5982\u5185\u5206\u6ccc\u79d1\uff1aAI 74.7% vs \u9ad8\u7ea7\u533b\u751f75.2%\uff09\u3002
    AI\u8f85\u52a9\u6548\u679c\uff1a\u521d\u7ea7\u533b\u751f\u8bca\u65ad\u51c6\u786e\u7387\u63d0\u534711.9%\uff0c\u4e2d\u7ea7\u533b\u751f\u63d0\u53476.3%\uff0c\u90e8\u5206\u6848\u4f8b\u4e2d\u8f85\u52a9\u540e\u8bca\u65ad\u8d85\u8fc7\u9ad8\u7ea7\u533b\u751f\u3002
    \u8bc4\u4f30\u6846\u67b6CLEVER\uff1a\u63d0\u51fa8\u9879\u4e34\u5e8a\u6307\u6807\uff08\u5982\u75c5\u4f8b\u7406\u89e3\u3001\u9274\u522b\u8bca\u65ad\u76f8\u5173\u6027\u3001\u504f\u89c1\u63a7\u5236\uff09\uff0c\u6a21\u578b\u5728\u6240\u6709\u7ef4\u5ea6\u663e\u8457\u4f18\u4e8e\u672a\u5bf9\u9f50\u7248\u672c\u3002<\/li>\n<\/ol>\n\n\n\n

    <\/p>\n","protected":false},"excerpt":{"rendered":"

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