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font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\u75c5\u7406\u5b9e\u9a8c\u5ba4\u7684\u6f14\u53d8\uff1a\u4ece\u6570\u5b57\u5316\u5230\u6570\u5b57\u5316\u8f6c\u578b<\/h2>\n<p>\u4ece\u5149\u5b66\u663e\u5fae\u955c\u5230\u4ee5\u6570\u5b57\u4e3a\u5148\u7684\u6a21\u5f0f\u7684\u8f6c\u53d8\u53ef\u4ee5\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\uff1a\u6570\u5b57\u5316\u548c\u6570\u5b57\u5316\u8f6c\u578b\u3002<strong>\u6570\u5b57\u5316<\/strong>\u59cb\u4e8e\u626b\u63cf\u73bb\u7483\u663e\u5fae\u955c\u5207\u7247\uff0c\u4ee5\u521b\u5efa\u7528\u4e8e\u5b58\u6863\u6216\u5171\u4eab\u7684\u5168\u5207\u7247\u56fe\u50cf (WSI)\u3002\u5c3d\u7ba1\u6570\u5b57\u5316\u901a\u8fc7\u521b\u5efa WSI \u89e3\u51b3\u4e86\u8bb8\u591a\u540e\u52e4\u95ee\u9898\uff0c\u4f8b\u5982\u7269\u7406\u5b58\u50a8\u548c\u8fdc\u7a0b\u4f1a\u8bca\uff0c\u4f46\u5b83\u5e76\u672a\u771f\u6b63\u8f6c\u53d8\u75c5\u7406\u5b66\u7684\u5de5\u4f5c\u6d41\u7a0b [1]\u3002<strong>\u53e6\u4e00\u65b9\u9762<\/strong>\uff0c\u6570\u5b57\u5316\u8f6c\u578b\u5219\u66f4\u8fdb\u4e00\u6b65\u3002\u5b83\u6d89\u53ca\u5bf9\u6574\u4e2a\u8bca\u65ad\u6d41\u7a0b\u7684\u91cd\u65b0\u601d\u8003\u548c\u8bbe\u8ba1\uff0c\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6570\u5b57\u56fe\u50cf\u6210\u4e3a\u6bcf\u4e2a\u73af\u8282\u7684\u6838\u5fc3\u2014\u2014\u4ece\u6837\u672c\u51c6\u5907\u548c\u5206\u6790\uff0c\u5230\u534f\u4f5c\u3001\u62a5\u544a\u4ee5\u53ca\u4e0e\u5176\u4ed6\u4e34\u5e8a\u7cfb\u7edf\u7684\u6574\u5408 [1]\u3002\u6570\u5b57\u75c5\u7406\u5b66\u5177\u6709\u663e\u8457\u76ca\u5904\uff0c\u800c\u4e0d\u4ec5\u4ec5\u9650\u4e8e\u7b80\u5355\u6570\u5b57\u5316\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86\u8bca\u65ad\u5de5\u4f5c\u6d41\u7a0b\u548c\u60a3\u8005\u62a4\u7406\uff1a <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u65e0\u754c\u9650\u534f\u4f5c\uff1a\u8fdc\u7a0b\u3001\u540c\u6b65\u8bbf\u95ee\u5207\u7247\u53ef\u5b9e\u73b0\u5b9e\u65f6\u4f1a\u8bca\u3001\u5feb\u901f\u83b7\u5f97\u7b2c\u4e8c\u8bca\u7597\u610f\u89c1\uff0c\u5e76\u4e3a\u670d\u52a1\u4e0d\u8db3\u5730\u533a\u7684\u60a3\u8005\u63d0\u4f9b\u66f4\u5feb\u6377\u7684\u4e13\u5bb6\u8bca\u7597\u3002<\/li>\n<li>\u6210\u672c\u63a7\u5236\u548c\u8d44\u6e90\u4f18\u5316\uff1a\u6d88\u9664\u5207\u7247\u8fd0\u8f93\u3001\u5feb\u9012\u548c\u5927\u578b\u5b58\u50a8\u6bcf\u5e74\u53ef\u51cf\u5c11\u5f00\u652f\u3001\u51cf\u5c11\u6d6a\u8d39\u5e76\u4e3a\u5927\u578b\u7f51\u7edc\u6bcf\u5e74\u8282\u7701\u6570\u5341\u4e07\u3002<\/li>\n<li>\u63d0\u9ad8\u5de5\u4f5c\u6d41\u7a0b\u6548\u7387\u548c\u5468\u8f6c\u65f6\u95f4\uff1a\u6d88\u9664\u4eba\u5de5\u64cd\u4f5c\u74f6\u9888\u5e76\u5b9e\u73b0\u968f\u65f6\u8bbf\u95ee\uff0c\u53ef\u5c06\u8bca\u65ad\u65f6\u95f4\u7f29\u77ed\u9ad8\u8fbe 42%\uff0c\u5e76\u4f7f\u6bcf\u5c0f\u65f6\u7684\u5207\u7247\u5ba1\u9605\u91cf\u63d0\u9ad8 15 \u500d\u4ee5\u4e0a [3]\u3002<\/li>\n<li>\u8bca\u65ad\u7684\u7cbe\u786e\u6027\u548c\u53ef\u91cd\u590d\u6027\uff1a\u96c6\u6210\u7684\u56fe\u50cf\u5206\u6790\u5de5\u5177\u53ef\u63d0\u9ad8\u51c6\u786e\u6027\u3001\u5206\u7ea7\u548c\u751f\u7269\u6807\u5fd7\u7269\u5b9a\u91cf\u5206\u6790\u2014\u2014\u8fd9\u5bf9\u4e8e\u5236\u5b9a\u4e00\u81f4\u7684\u4e2a\u6027\u5316\u6cbb\u7597\u65b9\u6848\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u603b\u800c\u8a00\u4e4b\uff0c\u6570\u5b57\u75c5\u7406\u5b66\u6784\u5efa\u4e86\u4e00\u4e2a\u4e92\u8054\u7684\u8bca\u65ad\u751f\u6001\u7cfb\u7edf\uff0c\u5176\u4e2d\u534f\u4f5c\u3001\u6210\u672c\u6548\u76ca\u3001\u8fd0\u8425\u6548\u7387\u548c\u9ad8\u7ea7\u5206\u6790\u534f\u540c\u5de5\u4f5c\uff0c\u4ece\u800c\u6539\u5584\u60a3\u8005\u548c\u533b\u7597\u4fdd\u5065\u7cfb\u7edf\u7684\u6cbb\u7597\u6548\u679c\u3002\u00a0\u5c3d\u7ba1\u6570\u5b57\u75c5\u7406\u5b66\u5177\u6709\u8fd9\u4e9b\u663e\u8457\u4f18\u52bf\uff0c\u4f46\u5176\u5e7f\u6cdb\u5e94\u7528\u4ecd\u4e0d\u5747\u8861\u3002\u8bb8\u591a\u673a\u6784\u9762\u4e34\u7740\u8bf8\u591a\u6311\u6218\uff0c\u5305\u62ec\u524d\u671f\u6295\u8d44\u3001\u5458\u5de5\u57f9\u8bad\u548c\u5de5\u4f5c\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\u7684\u9700\u6c42\uff0c\u4ee5\u53ca\u4e25\u683c\u7684\u6570\u636e\u9690\u79c1\u6216\u672c\u5730\u5316\u8981\u6c42\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u6311\u6218\u6b63\u901a\u8fc7\u660e\u786e\u7684\u6570\u5b57\u6218\u7565\u3001\u5229\u76ca\u76f8\u5173\u65b9\u5f3a\u6709\u529b\u7684\u53c2\u4e0e\u4ee5\u53ca\u5bf9\u957f\u671f\u4e34\u5e8a\u548c\u8fd0\u8425\u4ef7\u503c\u7684\u91cd\u89c6\u800c\u5f97\u5230\u9010\u6b65\u89e3\u51b3\uff0c\u800c\u4e0d\u662f\u4ec5\u4ec5\u5173\u6ce8\u77ed\u671f\u7684\u5e72\u6270\u3002\u6b63\u662f\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u6211\u4eec\u5fc5\u987b\u4e86\u89e3\u5f71\u54cd\u6570\u5b57\u75c5\u7406\u5b66\u53d1\u5c55\u7684\u5173\u952e\u5e02\u573a\u9a71\u52a8\u56e0\u7d20\u548c\u969c\u788d\u3002<\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\u63a8\u52a8\u53d8\u9769\u7684\u52a8\u529b\uff1a\u6311\u6218\u4e0e\u6280\u672f\u8fdb\u6b65<\/h2>\n<p> \u00a0 <\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">1. \u52a0\u901f\u6570\u5b57\u75c5\u7406\u5b66\u5e94\u7528\u7684\u6311\u6218<\/h3>\n<p>\u591a\u9879\u7ed3\u6784\u6027\u548c\u4e34\u5e8a\u538b\u529b\u6b63\u4fc3\u4f7f\u5b9e\u9a8c\u5ba4\u91cd\u65b0\u601d\u8003\u4f20\u7edf\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e76\u8f6c\u5411\u6570\u5b57\u5316\u89e3\u51b3\u65b9\u6848\uff1a <\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li><strong>\u8bca\u65ad\u9700\u6c42\u4e0d\u65ad\u589e\u957f<\/strong>\u2014\u2014\u4eba\u53e3\u8001\u9f84\u5316\u3001\u764c\u75c7\u8d1f\u62c5\u65e5\u76ca\u52a0\u91cd 4\uff0c\u5bf9\u65e9\u671f\u68c0\u6d4b\u7684\u91cd\u89c6\uff0c\u7ed9\u8bca\u65ad\u670d\u52a1\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u538b\u529b [5]\u3002<\/li>\n<li><strong>\u5bf9\u5916\u90e8\u4f1a\u8bca\u548c\u4e13\u4e1a\u77e5\u8bc6\u7684\u9700\u8bc6<\/strong>\u2014\u2014\u65e5\u76ca\u590d\u6742\u7684\u75c5\u4f8b\u9700\u8981\u4e9a\u4e13\u79d1\u75c5\u7406\u5b66\u533b\u5e08\u7684\u53c2\u4e0e\u3002\u8fd9\u4fc3\u6210\u4e86\u4e2d\u5fc3\u8f90\u5c04\u578b\u6a21\u5f0f\u7684\u51fa\u73b0\uff0c\u5728\u8fd9\u79cd\u6a21\u5f0f\u4e0b\uff0c\u96c6\u4e2d\u4e13\u5bb6\u5ba1\u67e5\u6765\u81ea\u591a\u4e2a\u5730\u70b9\u7684\u75c5\u4f8b [6]\u3002<\/li>\n<li><strong>\u52b3\u52a8\u529b\u9650\u5236<\/strong>\u2014\u2014\u7f3a\u4e4f\u5408\u683c\u7684\u75c5\u7406\u5b66\u533b\u5e08\u2014\u2014\u5c24\u5176\u662f\u5728\u519c\u6751\u6216\u670d\u52a1\u4e0d\u8db3\u7684\u5730\u533a\u2014\u2014\u9700\u8981\u53ef\u6269\u5c55\u7684\u3001\u5206\u6563\u5f0f\u7684\u89e3\u51b3\u65b9\u6848\u3002AI \u8f85\u52a9\u56fe\u50cf\u5206\u6790\u53ef\u4ee5\u901a\u8fc7\u7b5b\u67e5\u6f5c\u5728\u7684\u5f02\u5e38\u60c5\u51b5\u6765\u5f25\u8865\u8fd9\u4e00\u7f3a\u53e3\uff0c\u6700\u7ec8\u7531\u4eba\u7c7b\u75c5\u7406\u5b66\u533b\u5e08\u8fdb\u884c\u786e\u8ba4 [7]\u3002<\/li>\n<li><strong>\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u6d41\u7a0b\u74f6\u9888<\/strong>\u2014\u2014\u6807\u672c\u91cf\u4e0d\u65ad\u589e\u52a0\u3001\u6d41\u7a0b\u5206\u6563\u4ee5\u53ca\u5bf9\u5207\u7247\u624b\u52a8\u5904\u7406\u7684\u4f9d\u8d56\uff0c\u5bfc\u81f4\u5468\u8f6c\u65f6\u95f4\u5ef6\u957f\uff0c\u5e76\u589e\u52a0\u51fa\u9519\u98ce\u9669 [8]\u3002<\/li>\n<li><strong>\u75c5\u7406\u5b66\u533b\u5e08\u7684\u5de5\u4f5c\u91cf\u548c\u5026\u6020\u611f<\/strong> \u2014\u2014\u884c\u653f\u8d1f\u62c5\u548c\u4e0d\u65ad\u589e\u52a0\u7684\u75c5\u4f8b\u91cf\u4f7f\u5f97\u9700\u8981\u80fd\u591f\u652f\u6301\u5206\u8bca\u3001\u4f18\u5148\u7ea7\u6392\u5e8f\u548c\u5feb\u901f\u5ba1\u67e5\u7684\u5de5\u4f5c\u6d41\u7a0b\u5de5\u5177 [8]\u3002<\/li>\n<li><strong>\u6210\u672c\u548c\u8fd0\u8425\u6548\u7387\u4f4e\u4e0b<\/strong> \u2014\u2014\u5207\u7247\u7684\u7269\u7406\u5b58\u50a8\u3001\u8fd0\u8f93\u548c\u91cd\u590d\u5de5\u4f5c\u589e\u52a0\u4e86\u4e0d\u5fc5\u8981\u7684\u8d39\u7528\uff0c\u5e76\u5bfc\u81f4\u62a5\u544a\u7ed3\u679c\u7684\u5dee\u5f02\u3002<\/li>\n<li><strong>IT \u590d\u6742\u6027<\/strong>\u2014\u2014\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u5c06\u75c5\u7406\u6570\u636e\u4e0e\u533b\u9662\u7535\u5b50\u75c5\u5386\u548c\u5176\u4ed6\u8bca\u65ad\u7cfb\u7edf\u96c6\u6210\u4ecd\u7136\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u6311\u6218\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">2. \u6280\u672f\u8fdb\u6b65\u63a8\u52a8\u6570\u5b57\u5316\u8f6c\u578b<\/h3>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u4e00\u7cfb\u5217\u521b\u65b0\u6b63\u5728\u5e2e\u52a9\u5b9e\u9a8c\u5ba4\u514b\u670d\u8fd9\u4e9b\u6311\u6218\uff0c\u5e76\u5168\u9762\u91c7\u7528\u6570\u5b57\u5316\u5de5\u4f5c\u6d41\u7a0b\uff1a <\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li><strong>\u6280\u672f\u6210\u719f\u5ea6<\/strong> \u2014\u2014\u9ad8\u901f\u5168\u73bb\u7247\u626b\u63cf\u4eea\u3001\u4e91\u5b58\u50a8\u548c\u5b89\u5168\u7684\u7f51\u7edc\u57fa\u7840\u8bbe\u65bd\u4f7f\u5f97\u5927\u89c4\u6a21\u6570\u5b57\u5316\u6210\u4e3a\u5e38\u89c4\u4f7f\u7528\u7684\u53ef\u884c\u65b9\u6848\u3002<\/li>\n<li><strong>\u6570\u636e\u548c\u6570\u5b57\u5316<\/strong>\u2014\u2014\u4ece\u6a21\u62df\u663e\u5fae\u955c\u68c0\u67e5\u5230\u6570\u5b57\u56fe\u50cf\u7684\u8f6c\u53d8\uff0c\u4e3a\u8ba1\u7b97\u75c5\u7406\u5b66\u548c\u5927\u89c4\u6a21\u5206\u6790\u6253\u5f00\u4e86\u5927\u95e8\u3002<\/li>\n<li><strong>\u9ad8\u7ea7\u56fe\u50cf\u5206\u6790\u7b97\u6cd5<\/strong>\u2014\u2014AI \u5de5\u5177\u652f\u6301\u901a\u8fc7\u5bf9\u7ec6\u5fae\u4f46\u4e34\u5e8a\u4e0a\u91cd\u8981\u7684\u7279\u5f81\uff08\u8bf8\u5982 HER2-Low \u8868\u8fbe\uff09\u8fdb\u884c\u7edf\u4e00\u89e3\u91ca\u6807\u63d0\u9ad8\u75c5\u7406\u5b66\u8bc4\u4f30\u7684\u53ef\u91cd\u73b0\u6027\u548c\u53ef\u9760\u6027\u3002\u5176\u4ed6\u5e94\u7528\u53ef\u4ee5\u8fdb\u4e00\u6b65\u6269\u5c55\uff0c\u68c0\u6d4b\u51fa\u4eba\u773c\u65e0\u6cd5\u8bc6\u522b\u7684\u7ec6\u5fae\u7279\u5f81\uff0c\u4f8b\u5982\u76f4\u63a5\u4ece H&#038;E \u67d3\u8272\u5207\u7247\u4e2d\u68c0\u6d4b MSI \u72b6\u6001\u3002<\/li>\n<li><strong>AI \u4f5c\u4e3a\u8d28\u63a7\u624b\u6bb5<\/strong>\u2014\u2014\u9664\u4e86\u521d\u6b65\u8bca\u65ad\u5916\uff0cAI \u8fd8\u53ef\u4f5c\u4e3a\u7b2c\u4e8c\u4f4d\u5ba1\u9605\u8005\uff0c\u6807\u8bb0\u6f5c\u5728\u7684\u5dee\u5f02\u6216\u9057\u6f0f\u7684\u53d1\u73b0\uff0c\u4ece\u800c\u63d0\u9ad8\u8bca\u65ad\u7684\u4e00\u81f4\u6027\u3002<\/li>\n<li><strong>\u65e0\u7f1d\u6570\u636e\u96c6\u6210<\/strong>\u2014\u2014\u5c06\u75c5\u7406\u56fe\u50cf\u4e0e\u5176\u4ed6\u8bca\u65ad\u65b9\u5f0f\uff08\u653e\u5c04\u5b66\u3001\u57fa\u56e0\u7ec4\u5b66\uff09\u76f8\u7ed3\u5408\uff0c\u6784\u5efa\u66f4\u5168\u9762\u7684\u60a3\u8005\u89c6\u56fe\u3002<\/li>\n<li><strong>\u6548\u7387\u548c\u53ef\u6269\u5c55\u6027<\/strong>\u2014\u2014\u6570\u5b57\u5316\u5de5\u4f5c\u6d41\u7a0b\u652f\u6301\u8de8\u591a\u4e2a\u7ad9\u70b9\u7684\u96c6\u4e2d\u5ba1\u6838\u3001\u5feb\u901f\u83b7\u53d6\u7b2c\u4e8c\u8bca\u7597\u610f\u89c1\u5e76\u7f29\u77ed\u5468\u8f6c\u65f6\u95f4\u3002<\/li>\n<li><strong>\u75ab\u60c5\u9a71\u52a8\u521b\u65b0<\/strong>\u2014\u2014COVID-19\u51f8\u663e\u4e86\u8fdc\u7a0b\u75c5\u7406\u5b66\u548c\u8fdc\u7a0b\u8bca\u7597\u5728\u4fdd\u969c\u533b\u7597\u8fde\u7eed\u6027\u65b9\u9762\u7684\u91cd\u8981\u6027\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\">\u6570\u5b57\u75c5\u7406\u5b66\u7684\u65b0\u5174\u8d8b\u52bf\u4e0e\u673a\u9047<\/h2>\n<p>\u81ea\u52a8\u5316\u3001\u4eba\u5de5\u667a\u80fd\u548c\u5f00\u653e\u5f0f\u521b\u65b0\u7684\u8fdb\u6b65\u4e0d\u4ec5\u5728\u7b80\u5316\u5b9e\u9a8c\u5ba4\u64cd\u4f5c\u65b9\u9762\u53d1\u6325\u4e86\u4f5c\u7528\uff0c\u8fd8\u4fc3\u8fdb\u4e86\u66f4\u6df1\u5165\u7684\u4e34\u5e8a\u6d1e\u5bdf\u548c\u66f4\u5e7f\u6cdb\u7684\u5408\u4f5c\u3002\u8fd9\u4e9b\u53d1\u5c55\u4e3a\u6539\u8fdb\u75be\u75c5\u68c0\u6d4b\u3001\u6cbb\u7597\u65b9\u6848\u5236\u5b9a\u548c\u533b\u7597\u670d\u52a1\u5f00\u8f9f\u4e86\u65b0\u7684\u9014\u5f84\u2014\u2014\u4f7f\u6570\u5b57\u75c5\u7406\u5b66\u6210\u4e3a\u8bca\u65ad\u53d8\u9769\u7684\u6838\u5fc3\u9a71\u52a8\u529b\u3002 <\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">1. \u7aef\u5230\u7aef\u81ea\u52a8\u5316\u548c\u5de5\u4f5c\u6d41\u7a0b\u96c6\u6210<\/h3>\n<p>\u76ee\u524d\u6b63\u5728\u53d1\u751f\u7684\u6700\u91cd\u8981\u8f6c\u53d8\u4e4b\u4e00\u662f\u5411\u5168\u9762\u81ea\u52a8\u5316\u8fc8\u8fdb\u3002\u5b9e\u9a8c\u5ba4\u8d8a\u6765\u8d8a\u503e\u5411\u4e8e\u5b9e\u73b0\u5bf9\u6574\u4e2a\u75c5\u7406\u8fc7\u7a0b\u7684\u81ea\u52a8\u5316\uff0c\u4e0d\u4ec5\u4ec5\u5c40\u9650\u4e8e\u6210\u50cf\u2014\u2014\u800c\u662f\u6db5\u76d6\u4ece\u6837\u672c\u8ddf\u8e2a\u548c\u6761\u5f62\u7801\u7ba1\u7406\u5230\u75c5\u4f8b\u5206\u914d\u3001\u5207\u7247\u626b\u63cf\u3001\u56fe\u50cf\u7ba1\u7406\u4ee5\u53ca\u6570\u5b57\u62a5\u544a\u7684\u5404\u4e2a\u73af\u8282\u3002\u5f53\u4e0e\u5b9e\u9a8c\u5ba4\u4fe1\u606f\u7cfb\u7edf (LIS) \u548c\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55 (EHR) \u7cfb\u7edf\u96c6\u6210\u65f6\uff0c\u6570\u5b57\u75c5\u7406\u5e73\u53f0\u53ef\u4ee5 [6]\uff1a <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u589e\u5f3a\u6bcf\u4efd\u6807\u672c\u4ece\u6536\u96c6\u5230\u62a5\u544a\u7684\u8ddf\u8e2a\u6027\u3002<\/li>\n<li>\u51cf\u5c11\u4e0e\u624b\u52a8\u6570\u636e\u5f55\u5165\u6216\u5207\u7247\u6807\u7b7e\u9519\u8bef\u76f8\u5173\u7684\u9519\u8bef\u3002<\/li>\n<li>\u652f\u6301\u8fdc\u7a0b\u534f\u4f5c\u548c\u7b2c\u4e8c\u8bca\u7597\u610f\u89c1\uff0c\u4e14\u4e0d\u4f1a\u51fa\u73b0\u5ef6\u8bef\u3002<\/li>\n<li>\u901a\u8fc7\u589e\u5f3a\u56fe\u50cf\u6e05\u6670\u5ea6\u3001AI \u8f85\u52a9\u89e3\u91ca\u548c\u5b9e\u65f6\u534f\u4f5c\u63d0\u9ad8\u8bca\u65ad\u4fe1\u5fc3\u3002<\/li>\n<li>\u901a\u8fc7\u81ea\u52a8\u5316\u5b9e\u73b0\u5168\u5929\u5019\u5904\u7406\uff0c\u63d0\u5347\u5b9e\u9a8c\u5ba4\u5207\u7247\u7684\u51c6\u5907\u91cf\u3001\u626b\u63cf\u91cf\u548c\u7b49\u5019\u5ba1\u67e5\u91cf\u2014\u2014\u4ece\u800c\u5e2e\u52a9\u5b9e\u9a8c\u5ba4\u66f4\u5feb\u5730\u4ea4\u4ed8\u7ed3\u679c\uff0c\u5373\u4f7f\u5728\u6807\u51c6\u5de5\u4f5c\u65f6\u95f4\u4e4b\u5916\u4e5f\u662f\u5982\u6b64\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u5bf9\u4e8e\u75c5\u4f8b\u91cf\u5927\u6216\u4eba\u624b\u77ed\u7f3a\u7684\u5b9e\u9a8c\u5ba4\u800c\u8a00\uff0c\u8fd9\u79cd\u6574\u5408\u5c24\u4e3a\u91cd\u8981\u3002\u00a0\u81ea\u52a8\u5316\u5141\u8bb8\u5b9e\u9a8c\u5ba4\u5728\u4fdd\u6301\u51c6\u786e\u6027\u548c\u541e\u5410\u91cf\u7684\u540c\u65f6\u6269\u5927\u8fd0\u8425\u89c4\u6a21\uff0c\u8ba9\u60a3\u8005\u66f4\u5feb\u5730\u83b7\u5f97\u68c0\u6d4b\u7ed3\u679c\u3002 <\/p>\n<h3 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 24px !important; line-height: 32px !important; letter-spacing: 0px !important;\">2. AI \u7b97\u6cd5<\/h3>\n<p>\u968f\u7740\u6570\u5b57\u5316\u4ea7\u751f\u6d77\u91cf\u9ad8\u8d28\u91cf\u56fe\u50cf\u6570\u636e\uff0c\u75c5\u7406\u5b66\u533b\u5e08\u73b0\u53ef\u4e0e\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u5de5\u7a0b\u5e08\u548c AI \u4e13\u5bb6\u7d27\u5bc6\u5408\u4f5c\uff0c\u4ece\u4e2d\u63d0\u53d6\u51fa\u8d85\u8d8a\u4f20\u7edf\u89c6\u89c9\u8bc4\u4f30\u7684\u6df1\u523b\u89c1\u89e3\u3002AI \u7b97\u6cd5\u7684\u6838\u5fc3\u662f\u8ba1\u7b97\u673a\u6a21\u578b\u2014\u2014\u901a\u5e38\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u548c\u5176\u4ed6\u5148\u8fdb\u7684\u673a\u5668\u5b66\u4e60\u6280\u672f\u2014\u2014\u8fd9\u4e9b\u6a21\u578b\u7ecf\u8fc7\u8bad\u7ec3\uff0c\u53ef\u4ee5\u8bc6\u522b\u75c5\u7406\u56fe\u50cf\u4e2d\u7684\u7279\u5b9a\u7279\u5f81\u3002\u901a\u8fc7\u5b66\u4e60\u5927\u578b\u4e13\u5bb6\u6ce8\u91ca\u6570\u636e\u96c6\u7b97\u6cd5\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u80fd\u591f\u4ee5\u9ad8\u5ea6\u4e00\u81f4\u7684\u65b9\u5f0f\u68c0\u6d4b\u3001\u5206\u5272\u3001\u91cf\u5316\u548c\u5206\u7c7b\u5fae\u89c2\u7ed3\u6784\u3002\u5b83\u4eec\u53ef\u8bbe\u8ba1\u7528\u4e8e\u5404\u79cd\u4efb\u52a1 [9, 10, 11, 12]\uff1a <\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><strong>\u68c0\u6d4b\u7b97\u6cd5<\/strong>\u53ef\u8bc6\u522b\u75be\u75c5\u7279\u5f81\uff08\u8bf8\u5982\u6076\u6027\u7ec6\u80de\u6216\u8f6c\u79fb\uff09\u7684\u5b58\u5728\u4e0e\u5426\u3002<\/li>\n<li><strong>\u5206\u5272\u7b97\u6cd5<\/strong>\u53ef\u52fe\u52d2\u51fa\u76ee\u6807\u533a\u57df\uff0c\u4f8b\u5982\uff0c\u5212\u5b9a\u80bf\u7624\u8fb9\u754c\u6216\u7a81\u51fa\u95f4\u8d28\u7ec4\u7ec7\u3002<\/li>\n<li><strong>\u5b9a\u91cf\u7b97\u6cd5<\/strong>\u53ef\u6d4b\u91cf\u514d\u75ab\u7ec4\u7ec7\u5316\u5b66 (IHC) \u67d3\u8272\u5242\uff08\u5982 HER2\u3001PD-L1\u3001ER\u3001PR \u6216 Ki-67\uff09\u4e2d\u751f\u7269\u6807\u5fd7\u7269\u7684\u8868\u8fbe\u6c34\u5e73\u3002<\/li>\n<li><strong>\u5206\u7c7b\u7b97\u6cd5<\/strong>\u6839\u636e\u5f62\u6001\u5b66\u6216\u751f\u7269\u6807\u5fd7\u7269\u6a21\u5f0f\u5206\u914d\u8bca\u65ad\u7c7b\u522b\uff0c\u4f8b\u5982\u533a\u5206\u764c\u4e9a\u578b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> 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\u4f4e\u8868\u8fbe\uff0c\u8fd9\u4e00\u6807\u5fd7\u7269\u4f1a\u5f71\u54cd\u6cbb\u7597\u51b3\u7b56\uff0c\u4f46\u6709\u65f6\u5728\u663e\u5fae\u955c\u4e0b\u96be\u4ee5\u5b8c\u5168\u786e\u5b9a [13]\u3002\u7b97\u6cd5\u88ab\u89c6\u4e3a\u4f34\u968f\u8bca\u65ad\u5de5\u5177\uff0c\u7528\u4e8e\u8bc6\u522b\u7b26\u5408\u9776\u5411\u7597\u6cd5\u6761\u4ef6\u7684\u60a3\u8005\u3002\u5176\u5e94\u7528\u8303\u56f4\u6b63\u5728\u8fc5\u901f\u6269\u5c55\u3002\u90e8\u5206\u7b97\u6cd5\u4e13\u6ce8\u4e8e\u7279\u5b9a\u80bf\u7624\u7c7b\u578b\uff0c\u4f8b\u5982\u524d\u5217\u817a\u764c\u3001\u4e73\u817a\u764c\u6216\u7ed3\u80a0\u76f4\u80a0\u764c\uff0c\u800c\u5176\u4ed6\u7b97\u6cd5\u5219\u65e8\u5728\u8bc4\u4f30\u9884\u540e\u6216\u9884\u6d4b\u6027\u751f\u7269\u6807\u5fd7\u7269\u3002\u65b0\u5174\u6a21\u578b\u751a\u81f3\u53ef\u5c06\u7ec4\u7ec7\u75c5\u7406\u5b66\u7279\u5f81\u4e0e\u57fa\u56e0\u7ec4\u5b66\u3001\u653e\u5c04\u5b66\u548c\u4e34\u5e8a\u6570\u636e\u6574\u5408\uff0c\u4ee5\u9884\u6d4b\u75be\u75c5\u8fdb\u5c55\u3001\u4f30\u8ba1\u590d\u53d1\u98ce\u9669\u6216\u9884\u6d4b\u60a3\u8005\u5bf9\u7279\u5b9a\u7597\u6cd5\u7684\u53ef\u80fd\u53cd\u5e94 [9,10]\u3002AI 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\u5e74\u5c31\u589e\u957f\u4e86 42% [14]\u3002\u5c3d\u7ba1\u521b\u65b0\u901f\u5ea6\u5f88\u5feb\uff0c\u4f46\u5c06\u5176\u90e8\u7f72\u5230\u5e38\u89c4\u4e34\u5e8a\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u4ecd\u7136\u5177\u6709\u6311\u6218\u6027\uff0c\u53d7\u5230\u76d1\u7ba1\u8981\u6c42\u548c\u9700\u8981\u4e0e\u786c\u4ef6\u65e0\u5173\u4e14\u80fd\u9002\u5e94\u5f53\u5730 IT \u9650\u5236\u7684\u89e3\u51b3\u65b9\u6848\u7684\u963b\u788d\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4e9a\u592a\u5730\u533a\u7684Qritive\u7b49\u516c\u53f8\u901a\u8fc7\u63d0\u4f9b\u786c\u4ef6\u65e0\u5173\u7684\u672c\u5730\u90e8\u7f72 AI 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target=\"_blank\" rel=\"noopener\">[13]<\/a> Mulder, D., et al. 2025. \u201cUse of artificial intelligence\u2013assistance software for HER2-low and HER2-ultralow IHC interpretation training to improve diagnostic accuracy of pathologists and expand patients&#8217; eligibility for HER2-targeted treatment.\u201dAbstract presented at the <\/span><i><span style=\"font-weight: 400;\">2025 ASCO Annual Meeting<\/span><\/i><span style=\"font-weight: 400;\">.<\/span> <span style=\"font-weight: 400;\"><a href=\"https:\/\/www.signifyresearch.net\/insights\/complimentary-digital-pathology-vc-investment-analysis\/\" target=\"_blank\" rel=\"noopener\">[14]<\/a> Signify Research. 2023. \u201cDigital Pathology Investment Matures, VCs Get Selective.\u201d2025 \u5e74 9 \u6708 4 \u65e5\u8bbf\u95ee\u3002<\/span><a href=\"https:\/\/www.signifyresearch.net\/insights\/complimentary-digital-pathology-vc-investment-analysis\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/www.signifyresearch.net\/insights\/complimentary-digital-pathology-vc-investment-analysis\/<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8981\u70b9\u5185\u5bb9\uff1a \u00a0 \u5728\u4e9a\u592a\u5730\u533a\uff0c\u6570\u5b57\u75c5\u7406\u5b66\u6b63\u9010\u6e10\u53d6\u4ee3\u4f20\u7edf\u7684\u5149\u5b66\u663e\u5fae\u955c\u6210\u4e3a\u65b0\u7684\u6807\u51c6\u3002\u901a\u8fc7\u4f7f\u7528\u9ad8\u5206\u8fa8\u7387\u6570\u5b57\u5207\u7247\uff0c\u6570\u5b57\u75c5\u7406\u5b66\u80fd\u591f\u66f4\u6709\u6548\u5730\u7b80\u5316\u5de5\u4f5c\u6d41\u7a0b\u5e76\u6539\u5584\u8bca\u65ad\u3002 \u9664\u4e86\u6570\u5b57\u5316\uff0c\u5168\u9762\u6570\u5b57\u5316\u91cd\u5851\u4e86\u6574\u4e2a\u8bca\u65ad\u6d41\u7a0b\u2014\u2014\u6574\u5408\u81ea\u52a8\u5316\u3001AI \u548c\u6570\u636e\u8fde\u63a5\uff0c\u4ee5\u5b9e\u73b0\u66f4\u5feb\u3001\u66f4\u51c6\u786e\u7684\u7ed3\u679c\u3002 AI 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