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

\u4e00\u3001\u8bfe\u7a0b\u5b9a\u4f4d<\/strong><\/strong><\/p>\n\n\n\n

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\u4e8c\u3001\u8bfe\u7a0b\u5185\u5bb9<\/strong><\/strong><\/p>\n\n\n\n

\u8bfe\u7a0b\u91c7\u7528 \u201c\u4f01\u4e1a\u771f\u5b9e\u8bfe\u9898 + \u6a21\u5757\u5316\u7cbe\u8bb2 + \u5206\u7ec4\u5b9e\u6218\u201d \u6a21\u5f0f\uff0c\u603b\u5b66\u65f6 32 \u5b66\u65f6\uff08\u5b9e\u8df5\u5b66\u65f6\u5360\u6bd4\u226590%\uff09\uff0c\u6838\u5fc3\u56f4\u7ed5\u5408\u4f5c\u533b\u9662\/\u4f01\u4e1a\u7684\u5b9e\u9645\u9879\u76ee\u9700\u6c42\u5c55\u5f00\uff0c\u5177\u4f53\u5206\u4e3a 4 \u5927\u6a21\u5757\uff1a<\/p>\n\n\n\n

\u6a21\u5757<\/strong> 1<\/strong>\uff1a\u6821\u4f01\u5408\u4f5c\u9879\u76ee\u8ba4\u77e5\u4e0e\u9700\u6c42\u62c6\u89e3\uff08<\/strong>4<\/strong>\u5b66\u65f6\uff09<\/strong><\/strong><\/p>\n\n\n\n

    \n
  1. \u6821\u4f01\u5408\u4f5c\u80cc\u666f\u4e0e\u9879\u76ee\u89c4\u8303\uff1a\u5408\u4f5c\u533b\u7597\u4f01\u4e1a\u9879\u76ee\u5f00\u53d1\u6d41\u7a0b\uff08\u5982\u6570\u636e\u6807\u6ce8\u89c4\u8303\u3001\u9879\u76ee\u8bc4\u5ba1\u673a\u5236\uff09\u3001\u5408\u4f5c\u533b\u9662\u4e34\u5e8a\u5de5\u4f5c\u6d41\u7a0b\u4e0e\u9700\u6c42\u75db\u70b9\uff08\u5982\u5f71\u50cf\u79d1\u6548\u7387\u63d0\u5347\u3001\u6162\u75c5\u7ba1\u7406\u6570\u636e\u6316\u6398\uff09\u3001\u533b\u7597\u00a0AI\u00a0\u653f\u7b56\u6cd5\u89c4\uff08NMPA\u00a0\u533b\u7597\u5668\u68b0\u5ba1\u6279\u8981\u70b9\uff09\u4e0e\u6570\u636e\u5b89\u5168\u89c4\u8303\uff08\u533b\u9662\u6570\u636e\u8131\u654f\u8981\u6c42\u3001HIPAA\u00a0\u6807\u51c6\uff09\uff1b<\/li>\n\n\n\n
  2. \u9700\u6c42\u5206\u6790\u5b9e\u6218\uff1a\u7531\u5408\u4f5c\u533b\u9662\u533b\u751f\u00a0+\u00a0\u4f01\u4e1a\u9879\u76ee\u8d1f\u8d23\u4eba\u73b0\u573a\u62c6\u89e3\u771f\u5b9e\u9700\u6c42\uff08\u5982\u00a0\u201c\u5fc3\u7406AI\u201d\u3001\u201cAD\u667a\u80fd\u7b5b\u67e5\u201d\u3001\u201c\u57fa\u5c42\u533b\u9662\u80ba\u90e8\u00a0CT\u00a0\u5c0f\u7ed3\u8282\u5feb\u901f\u7b5b\u67e5\u6a21\u578b\u201d\u201c\u7cd6\u5c3f\u75c5\u60a3\u8005\u7528\u836f\u4f9d\u4ece\u6027\u6570\u636e\u5206\u6790\u5de5\u5177\u201d\uff09\uff0c\u6307\u5bfc\u5b66\u751f\u638c\u63e1\u4e34\u5e8a\u9700\u6c42\u8bbf\u8c08\u6280\u5de7\u3001\u533b\u5b66\u6307\u6807\u4e0e\u00a0AI\u00a0\u6280\u672f\u6307\u6807\u7684\u8f6c\u5316\u65b9\u6cd5\uff0c\u5b8c\u6210\u9700\u6c42\u6587\u6863\uff08PRD\uff09\u64b0\u5199\uff1b<\/li>\n\n\n\n
  3. \u9879\u76ee\u5206\u7ec4\u4e0e\u4efb\u52a1\u5206\u5de5\uff1a\u63093-4\u4eba\u4e00\u7ec4\uff0c\u6a21\u62df\u4f01\u4e1a\u9879\u76ee\u7ec4\u67b6\u6784\uff08\u7b97\u6cd5\u5f00\u53d1\u3001\u6570\u636e\u5904\u7406\u3001\u4e34\u5e8a\u5bf9\u63a5\u9700\uff0c\u4ea7\u54c1\u8bbe\u8ba1\uff09\uff0c\u786e\u5b9a\u5404\u7ec4\u5177\u4f53\u6821\u4f01\u5408\u4f5c\u8bfe\u9898\u53ca\u91cc\u7a0b\u7891\u8282\u70b9\u3002<\/li>\n<\/ol>\n\n\n\n

    \u6a21\u5757<\/strong> 2<\/strong>\uff1a\u533b\u7597<\/strong> AI <\/strong>\u6838\u5fc3\u6280\u672f\u5b9e\u6218\uff08<\/strong>12 <\/strong>\u5b66\u65f6\uff09<\/strong><\/strong><\/p>\n\n\n\n

      \n
    1. \u533b\u5b66\u6570\u636e\u5904\u7406\u5b9e\u64cd\uff084\u00a0\u5b66\u65f6\uff09\uff1a\u5408\u4f5c\u4f01\u4e1a\u63d0\u4f9b\u8131\u654f\u540e\u771f\u5b9e\u533b\u5b66\u6570\u636e\uff08DICOM\u00a0\u5f71\u50cf\u3001\u7535\u5b50\u75c5\u5386\u3001\u751f\u7406\u4fe1\u53f7\uff09\uff0c\u8bb2\u89e3\u533b\u7597\u6570\u636e\u683c\u5f0f\u89e3\u6790\uff08DICOM\/FHIR\u6807\u51c6\uff09\u3001\u6570\u636e\u6e05\u6d17\u4e0e\u6807\u6ce8\u6280\u5de7\uff08LabelMe\u00a0\u5de5\u5177\u5b9e\u64cd\uff09\u3001\u5c0f\u6837\u672c\u6570\u636e\u589e\u5f3a\u65b9\u6cd5\uff08\u9002\u914d\u533b\u9662\u6570\u636e\u7a00\u7f3a\u573a\u666f\uff09\uff1b<\/li>\n\n\n\n
    2. \u7b97\u6cd5\u9009\u578b\u4e0e\u6a21\u578b\u8bad\u7ec3\uff086\u00a0\u5b66\u65f6\uff09\uff1a\u57fa\u4e8e\u5408\u4f5c\u9879\u76ee\u9700\u6c42\uff0c\u805a\u7126\u6838\u5fc3\u7b97\u6cd5\uff08CNN\u00a0\u7528\u4e8e\u5f71\u50cf\u5206\u7c7b\u3001Transformer\u00a0\u7528\u4e8e\u6587\u672c\u62bd\u53d6\u3001\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u7528\u4e8e\u6570\u636e\u5efa\u6a21\uff09\uff0c\u901a\u8fc7\u4f01\u4e1a\u5bfc\u5e08\u624b\u628a\u624b\u6559\u5b66\uff0c\u5b8c\u6210\u6a21\u578b\u642d\u5efa\u3001\u8d85\u53c2\u6570\u8c03\u4f18\u3001\u8fc7\u62df\u5408\u6291\u5236\uff08\u7ed3\u5408\u533b\u7597\u6570\u636e\u7279\u70b9\uff09\uff0c\u5b9e\u64cd\u5de5\u5177\u4e3a\u00a0TensorFlow\/PyTorch\u00a0\u4f01\u4e1a\u7248\uff1b<\/li>\n\n\n\n
    3. \u4e34\u5e8a\u5bfc\u5411\u7684\u6a21\u578b\u8bc4\u4f30\uff082\u5b66\u65f6\uff09\uff1a\u5b66\u4e60\u533b\u7597\u00a0AI\u00a0\u4e13\u5c5e\u8bc4\u4f30\u6307\u6807\uff08\u7075\u654f\u5ea6\u3001\u7279\u5f02\u5ea6\u3001Dice\u00a0\u7cfb\u6570\u3001AUC-ROC\uff09\uff0c\u7ed3\u5408\u5408\u4f5c\u533b\u9662\u4e34\u5e8a\u6807\u51c6\u8fdb\u884c\u6a21\u578b\u6548\u679c\u9a8c\u8bc1\uff0c\u7406\u89e3\u201c\u4e34\u5e8a\u53ef\u7528\u6027\u201d \u4f18\u5148\u4e8e\u201c\u6280\u672f\u6307\u6807\u6700\u4f18\u201d\u7684\u6838\u5fc3\u903b\u8f91\u3002<\/li>\n<\/ol>\n\n\n\n

      \u6a21\u5757<\/strong> 3<\/strong>\uff1a\u9879\u76ee\u5de5\u7a0b\u5316\u9002\u914d\u4e0e\u539f\u578b\u4ea4\u4ed8\uff08<\/strong>8 <\/strong>\u5b66\u65f6\uff09<\/strong><\/strong><\/p>\n\n\n\n

        \n
      1. \u6a21\u578b\u8f7b\u91cf\u5316\u4e0e\u90e8\u7f72\u9002\u914d\uff084\u5b66\u65f6\uff09\uff1a\u9488\u5bf9\u533b\u9662\u00a0\/\u00a0\u4f01\u4e1a\u786c\u4ef6\u73af\u5883\uff08\u5982\u8fb9\u7f18\u533b\u7597\u8bbe\u5907\u3001\u533b\u9662\u79c1\u6709\u4e91\uff09\uff0c\u8bb2\u89e3\u6a21\u578b\u526a\u679d\u3001TensorRT\u00a0\u91cf\u5316\u7b49\u8f7b\u91cf\u5316\u6280\u672f\uff0c\u5b8c\u6210\u00a0Docker\u00a0\u5bb9\u5668\u5316\u6253\u5305\u4e0e\u7b80\u5355\u90e8\u7f72\u6d4b\u8bd5\uff1b<\/li>\n\n\n\n
      2. \u4ea7\u54c1\u539f\u578b\u4e0e\u6587\u6863\u64b0\u5199\uff084\u5b66\u65f6\uff09\uff1a\u8bbe\u8ba1\u8d34\u5408\u4e34\u5e8a\u533b\u751f\u00a0\/\u00a0\u4f01\u4e1a\u7528\u6237\u4f7f\u7528\u4e60\u60ef\u7684\u7b80\u6613\u4ea4\u4e92\u754c\u9762\uff0c\u5b8c\u6210\u6570\u636e\u53ef\u89c6\u5316\u5c55\u793a\uff08\u5982\u5f71\u50cf\u6807\u6ce8\u7ed3\u679c\u53e0\u52a0\u3001\u5206\u6790\u62a5\u544a\u81ea\u52a8\u751f\u6210\uff09\uff1b\u6309\u4f01\u4e1a\u6807\u51c6\u63d0\u4ea4\u9879\u76ee\u62a5\u544a\uff08\u542b\u9700\u6c42\u5206\u6790\u3001\u6280\u672f\u65b9\u6848\u3001\u4e34\u5e8a\u9a8c\u8bc1\u7ed3\u679c\uff09\u3001\u6280\u672f\u8bf4\u660e\u4e66\u4e0e\u7528\u6237\u64cd\u4f5c\u624b\u518c\u3002<\/li>\n<\/ol>\n\n\n\n

        \u6a21\u5757<\/strong> 4<\/strong>\uff1a\u6821\u4f01\u8054\u5408\u8bc4\u5ba1\u4e0e\u9879\u76ee\u590d\u76d8\uff08<\/strong>8 <\/strong>\u5b66\u65f6\uff09<\/strong><\/strong><\/p>\n\n\n\n

          \n
        1. \u9879\u76ee\u8fed\u4ee3\u4f18\u5316\uff083\u00a0\u5b66\u65f6\uff09\uff1a\u5404\u7ec4\u9488\u5bf9\u4e2d\u671f\u6d4b\u8bd5\u95ee\u9898\uff08\u5982\u6a21\u578b\u4e34\u5e8a\u9002\u914d\u6027\u4e0d\u8db3\u3001\u6570\u636e\u5904\u7406\u6548\u7387\u4f4e\uff09\uff0c\u5728\u4f01\u4e1a\u5bfc\u5e08\u4e0e\u533b\u9662\u4e13\u5bb6\u6307\u5bfc\u4e0b\u5b8c\u6210\u00a01-2\u00a0\u8f6e\u5feb\u901f\u8fed\u4ee3\uff1b<\/li>\n\n\n\n
        2. \u7ec8\u671f\u6210\u679c\u5c55\u793a\u4e0e\u6821\u4f01\u8054\u5408\u8bc4\u5ba1\uff084\u00a0\u5b66\u65f6\uff09\uff1a\u5404\u7ec4\u6f14\u793a\u53ef\u8fd0\u884c\u7684\u6a21\u578b\u00a0\/\u00a0\u4ea7\u54c1\u539f\u578b\uff0c\u5408\u4f5c\u533b\u9662\u533b\u751f\u8bc4\u4f30\u4e34\u5e8a\u5b9e\u7528\u6027\uff0c\u4f01\u4e1a\u9879\u76ee\u8d1f\u8d23\u4eba\u8bc4\u5ba1\u6280\u672f\u65b9\u6848\u53ef\u884c\u6027\u4e0e\u5de5\u7a0b\u5316\u6807\u51c6\uff0c\u73b0\u573a\u7ed9\u51fa\u6539\u8fdb\u5efa\u8bae\uff1b<\/li>\n\n\n\n
        3. \u9879\u76ee\u590d\u76d8\u4e0e\u7ecf\u9a8c\u603b\u7ed3\uff081\u5b66\u65f6\uff09\uff1a\u68b3\u7406\u9879\u76ee\u5168\u6d41\u7a0b\u4e2d\u7684\u6838\u5fc3\u96be\u70b9\uff08\u5982\u4e34\u5e8a\u9700\u6c42\u8f6c\u5316\u3001\u6570\u636e\u8d28\u91cf\u95ee\u9898\u3001\u6a21\u578b\u843d\u5730\u7ea6\u675f\uff09\uff0c\u5206\u4eab\u6821\u4f01\u5408\u4f5c\u9879\u76ee\u7684\u5b9e\u6218\u7ecf\u9a8c\u4e0e\u884c\u4e1a\u6d1e\u5bdf\u3002<\/li>\n<\/ol>\n\n\n\n

          \u4e09\u3001\u6838\u5fc3\u5b66\u4e60\u6210\u6548<\/strong><\/strong><\/p>\n\n\n\n

          \u901a\u8fc7\u672c\u8bfe\u7a0b\u5b66\u4e60\uff0c\u5b66\u751f\u80fd\u591f\u8fbe\u6210\u4ee5\u4e0b 3 \u4e2a\u7ef4\u5ea6\u7684\u6838\u5fc3\u80fd\u529b\uff0c\u7cbe\u51c6\u5339\u914d\u6821\u4f01\u5408\u4f5c\u5c97\u4f4d\u9700\u6c42\uff1a<\/p>\n\n\n\n

          1. \u77e5\u8bc6\u5c42\u9762<\/p>\n\n\n\n

            \n
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            2.\u00a0\u80fd\u529b\u5c42\u9762<\/p>\n\n\n\n

              \n
            • \u5177\u5907\u6821\u4f01\u5408\u4f5c\u533b\u7597\u00a0AI\u00a0\u9879\u76ee\u7684\u6838\u5fc3\u5b9e\u64cd\u80fd\u529b\uff1a\u80fd\u591f\u57fa\u4e8e\u533b\u9662\u00a0\/\u00a0\u4f01\u4e1a\u771f\u5b9e\u9700\u6c42\uff0c\u5b8c\u6210\u6570\u636e\u5904\u7406\u3001\u6a21\u578b\u5f00\u53d1\u3001\u90e8\u7f72\u6d4b\u8bd5\u4e0e\u6210\u679c\u4ea4\u4ed8\u7684\u5173\u952e\u73af\u8282\uff1b<\/li>\n\n\n\n
            • \u5177\u5907\u8de8\u5b66\u79d1\u6c9f\u901a\u534f\u4f5c\u80fd\u529b\uff1a\u80fd\u591f\u4e0e\u4e34\u5e8a\u533b\u751f\u3001\u4f01\u4e1a\u6280\u672f\u4eba\u5458\u6709\u6548\u5bf9\u63a5\uff0c\u5c06\u533b\u5b66\u4e34\u5e8a\u9700\u6c42\u8f6c\u5316\u4e3a\u53ef\u843d\u5730\u7684\u00a0AI\u00a0\u6280\u672f\u65b9\u6848\uff1b<\/li>\n\n\n\n
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              3. \u7d20\u517b\u5c42\u9762<\/p>\n\n\n\n

                \n
              • \u5f3a\u5316\u533b\u5b66\u4f26\u7406\u4e0e\u6570\u636e\u5b89\u5168\u610f\u8bc6\uff0c\u6811\u7acb\u201c\u4e34\u5e8a\u4ef7\u503c\u4f18\u5148\u201d\u7684\u533b\u7597\u00a0AI\u00a0\u5f00\u53d1\u7406\u5ff5\uff0c\u5951\u5408\u533b\u9662\u4e0e\u4f01\u4e1a\u7684\u5408\u89c4\u8981\u6c42\uff1b<\/li>\n\n\n\n
              • \u57f9\u517b\u4f01\u4e1a\u5316\u5de5\u4f5c\u7d20\u517b\uff1a\u5177\u5907\u56e2\u961f\u534f\u4f5c\u3001\u9879\u76ee\u8282\u70b9\u7ba1\u63a7\u3001\u6587\u6863\u89c4\u8303\u5316\u64b0\u5199\u7684\u804c\u4e1a\u80fd\u529b\uff0c\u5feb\u901f\u9002\u914d\u804c\u573a\u5de5\u4f5c\u6a21\u5f0f\uff1b<\/li>\n\n\n\n
              • \u5f62\u6210\u201c\u9700\u6c42\u5bfc\u5411\u201d\u7684\u6280\u672f\u601d\u7ef4\uff0c\u80fd\u591f\u7cbe\u51c6\u5bf9\u63a5\u533b\u7597\u884c\u4e1a\u5b9e\u9645\u9700\u6c42\uff0c\u63d0\u5347\u5c31\u4e1a\u7ade\u4e89\u529b\u4e0e\u5c97\u4f4d\u9002\u914d\u5ea6\u3002<\/li>\n<\/ul>\n\n\n\n

                \u56db\u3001\u6559\u5b66\u65b9\u6cd5\uff1a\u7ebf\u4e0b\u6559\u5b66\uff0c\u7406\u8bba\u6388\u8bfe\u4e0e\u5b9e\u8df5\u64cd\u7ec3\u7ed3\u5408\u3002<\/strong>\u6b22\u8fce\u533b\u9662\u3001\u533b\u7597\u79d1\u6280\u4f01\u4e1a\u5408\u4f5c\u8bfe\u7a0b\u3001\u79d1\u7814\uff0c\u8054\u5408\u5f00\u5c55\u533b\u5b66\u4eba\u5de5\u667a\u80fd\u521b\u65b0\u4eba\u624d\u57f9\u517b\u3001\u8054\u5408\u5171\u5efa\uff01\u8054\u7cfb\u5b54\u8001\u5e08\u5fae\u4fe1\uff1a18602191325<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

                \u4e00\u3001\u8bfe\u7a0b\u5b9a\u4f4d \u672c\u8bfe\u7a0b\u5173\u6ce8\u5c06\u521b\u65b0\u601d\u7ef4\u548c\u5b9e\u8df5 […]<\/p>\n","protected":false},"author":1,"featured_media":49,"comment_status":"open","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1,4],"tags":[],"class_list":["post-48","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-meeting","category-medai"],"_links":{"self":[{"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/posts\/48","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/comments?post=48"}],"version-history":[{"count":2,"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/posts\/48\/revisions"}],"predecessor-version":[{"id":52,"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/posts\/48\/revisions\/52"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/media\/49"}],"wp:attachment":[{"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/media?parent=48"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/categories?post=48"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.healthit.cn\/index.php\/wp-json\/wp\/v2\/tags?post=48"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}