{"id":144365,"date":"2025-09-10T02:30:50","date_gmt":"2025-09-10T02:30:50","guid":{"rendered":"https:\/\/labinsights.com\/acf_article\/%e5%be%9e%e9%a1%af%e5%be%ae%e9%8f%a1%e5%88%b0%e7%95%ab%e7%b4%a0%ef%bc%9a%e6%95%b8%e4%bd%8d%e7%97%85%e7%90%86%e5%ad%b8%e7%9a%84%e6%96%b0%e6%99%82%e4%bb%a3\/"},"modified":"2026-02-03T10:14:56","modified_gmt":"2026-02-03T10:14:56","slug":"from-microscope-to-pixels-the-new-age-of-digital-pathology","status":"publish","type":"acf_article","link":"https:\/\/labinsights.com\/zhtw\/management\/digital-transformation\/from-microscope-to-pixels-the-new-age-of-digital-pathology\/","title":{"rendered":"\u5f9e\u986f\u5fae\u93e1\u5230\u756b\u7d20\uff1a\u6578\u4f4d\u75c5\u7406\u5b78\u7684\u65b0\u6642\u4ee3"},"content":{"rendered":"<p>\u95dc\u9375\u8981\u9ede<\/p>\n<h2 style=\"font-family: Inter !important; font-weight: 500 !important; font-size: 28px !important; line-height: 36px !important; letter-spacing: 0px !important;\"><\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u6578\u4f4d\u75c5\u7406\u6b63\u5728\u6210\u70ba\u4e9e\u592a\u5730\u5340\u7684\u65b0\u6a19\u6e96\uff0c\u4ee5\u9ad8\u89e3\u6790\u5ea6\u7684\u6578\u4f4d\u8f09\u73bb\u7247\u53d6\u4ee3\u5149\u5b78\u986f\u5fae\u93e1\uff0c\u4ee5\u7c21\u5316\u5de5\u4f5c\u6d41\u7a0b\u4e26\u6539\u5584\u8a3a\u65b7\u3002<\/li>\n<li>\u9664\u4e86\u6578\u4f4d\u5316\u4e4b\u5916\uff0c\u5b8c\u6574\u6578\u4f4d\u5316\u4ea6\u91cd\u5851\u4e86\u6574\u500b\u8a3a\u65b7\u8def\u5f91-\u6574\u5408\u81ea\u52d5\u5316\u3001AI\u53ca\u8cc7\u6599\u9023\u7dda\u6027\uff0c\u4ee5\u7372\u5f97\u66f4\u5feb\u3001\u66f4\u6e96\u78ba\u7684\u7d50\u679c\u3002<\/li>\n<li>AI\u652f\u63f4\u7684\u5f71\u50cf\u5206\u6790\u589e\u5f37\u4e86\u6aa2\u6e2c\u3001\u5b9a\u91cf\u53ca\u5206\u985e\uff0c\u63d0\u9ad8\u4e86\u518d\u73fe\u6027\uff0c\u540c\u6642\u4f7f\u75c5\u7406\u5b78\u5bb6\u80fd\u5920\u5c08\u6ce8\u65bc\u8907\u96dc\u75c5\u4f8b\u3002<\/li>\n<li>\u958b\u653e\u3001\u53ef\u4e92\u901a\u7684\u751f\u614b\u7cfb\u7d71\u53ef\u6574\u5408\u4e00\u6d41\u7684\u7b2c\u4e09\u65b9AI\u5de5\u5177\uff0c\u78ba\u4fdd\u5f48\u6027\u3001\u5275\u65b0\u548c\u9577\u671f\u9069\u61c9\u6027\u3002<\/li>\n<li>\u53ca\u65e9\u63a1\u7528\u53ef\u5f37\u5316\u764c\u75c7\u7167\u8b77\u9014\u5f91\uff0c\u5be6\u73fe\u66f4\u65e9\u7684\u6aa2\u6e2c\u3001\u66f4\u5feb\u7684\u9031\u8f49\u6642\u9593\uff0c\u4e26\u66f4\u5ee3\u6cdb\u5730\u7372\u5f97\u5c08\u5bb6\u5c08\u696d\u77e5\u8b58\uff08\u5373\u4f7f\u5728\u504f\u9060\u5730\u5340\u4ea6\u5982\u6b64\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5728\u6574\u500b\u4e9e\u592a\u5730\u5340\uff0c\u75c5\u7406\u5be6\u9a57\u5ba4\u6b63\u5728\u7d93\u6b77\u6df1\u523b\u8b8a\u9769\u3002\u5f9e\u50b3\u7d71\u5149\u5b78\u986f\u5fae\u93e1\u5411\u6578\u4f4d\u75c5\u7406\u5b78\u7684\u8f49\u8b8a\u4e0d\u518d\u662f\u65b0\u8208\u8da8\u52e2-\u5b83\u6b63\u5728\u5feb\u901f\u6210\u70ba\u65b0\u7684\u6a19\u6e96\u3002\u7c21\u800c\u8a00\u4e4b\uff0c\u6578\u4f4d\u75c5\u7406\u5b78\u662f\u5c07\u50b3\u7d71\u4e0a\u5728\u986f\u5fae\u93e1\u4e0b\u89c0\u5bdf\u7684\u73bb\u7483\u8f09\u73bb\u7247\u8f49\u63db\u70ba\u9ad8\u89e3\u6790\u5ea6\u6578\u4f4d\u5f71\u50cf\uff0c\u75c5\u7406\u91ab\u5e2b\u53ef\u4ee5\u5728\u96fb\u8166\u4e0a\u5b58\u53d6\u3002\u9019\u9805\u9032\u5316\u4e0d\u55ae\u55ae\u662f\u6280\u8853\u63a1\u7528\u7684\u554f\u984c\uff1b\u800c\u662f\u91cd\u5851\u8a3a\u65b7\u5de5\u4f5c\u6d41\u7a0b\u4e26\u89e3\u6c7a\u7576\u4eca\u91ab\u7642\u4fdd\u5065\u7cfb\u7d71\u9762\u81e8\u7684\u4e00\u4e9b\u6700\u7dca\u8feb\u7684\u6311\u6230\u3002\u6578\u4f4d\u75c5\u7406\u5b78\u4e0d\u53ea\u662f\u73bb\u7483\u8f09\u73bb\u7247\u7684\u73fe\u4ee3\u66ff\u4ee3\u54c1\u3002\u5b83\u4ee3\u8868\u4e86\u6211\u5011\u6aa2\u8996\u3001\u89e3\u91cb\u548c\u7ba1\u7406\u8a3a\u65b7\u8cc7\u8a0a\u7684\u65b9\u5f0f\u767c\u751f\u4e86\u6839\u672c\u6027\u8f49\u8b8a\u3002\u554f\u984c\u4e0d\u518d\u662f\u6578\u4f4d\u75c5\u7406\u662f\u5426\u6703\u6210\u70ba\u4e3b\u6d41\uff0c\u800c\u662f\u6a5f\u69cb\u4f55\u6642\u4ee5\u53ca\u5982\u4f55\u6709\u6548\u5730\u5be6\u73fe\u8f49\u8b8a\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;\">\u75c5\u7406\u5be6\u9a57\u5ba4\u7684\u6f14\u8b8a\uff1a\u5f9e\u6578\u4f4d\u5316\u5230\u6578\u4f4d\u5316<\/h2>\n<p>\u5f9e\u5149\u5b78\u986f\u5fae\u93e1\u5230\u6578\u4f4d\u512a\u5148\u6a21\u578b\u7684\u904e\u7a0b\u53ef\u4ee5\u5206\u70ba\u5169\u500b\u968e\u6bb5\uff1a\u6578\u4f4d\u5316\u548c\u6578\u4f4d\u5316\u3002<strong>\u6578\u4f4d\u5316\u5f9e\u6383\u63cf\u73bb\u7483\u986f\u5fae\u93e1\u8f09\u73bb\u7247\u958b\u59cb<\/strong> \uff0c\u4ee5\u5efa\u7acb\u5168\u8f09\u73bb\u7247\u5f71\u50cf(WSI)\u7528\u65bc\u5b58\u6a94\u6216\u5171\u7528\u3002\u96d6\u7136\u9019\u89e3\u6c7a\u4e86\u8a31\u591a\u5f8c\u52e4\u554f\u984c-\u4f8b\u5982\u5be6\u9ad4\u5132\u5b58\u548c\u9060\u7aef\u6703\u8a3a-\u4f46\u4e26\u672a\u6539\u8b8a\u75c5\u7406\u5de5\u4f5c\u6d41\u7a0b\u672c\u8eab[1]\u3002<strong>\u53e6\u4e00\u65b9\u9762<\/strong> \uff0c\u6578\u4f4d\u5316\u66f4\u9032\u4e86\u4e00\u6b65\u3002\u5b83\u6d89\u53ca\u91cd\u65b0\u601d\u8003\u548c\u91cd\u65b0\u8a2d\u8a08\u6574\u500b\u8a3a\u65b7\u9014\u5f91\uff0c\u5176\u4e2d\u6578\u4f4d\u5f71\u50cf\u6210\u70ba\u6d41\u7a0b\u6bcf\u4e00\u6b65\u7684\u6838\u5fc3-\u5f9e\u6aa2\u9ad4\u88fd\u5099\u548c\u5206\u6790\u5230\u5408\u4f5c\u3001\u5831\u544a\u548c\u8207\u5176\u4ed6\u81e8\u5e8a\u7cfb\u7d71\u7684\u6574\u5408[1]\u3002\u6578\u4f4d\u75c5\u7406\u5b78\u7684\u76ca\u8655\u662f\u5de8\u5927\u7684\uff0c\u8d85\u8d8a\u7c21\u55ae\u7684\u6578\u4f4d\u5316\uff0c\u6539\u8b8a\u8a3a\u65b7\u5de5\u4f5c\u6d41\u7a0b\u548c\u75c5\u60a3\u7167\u8b77\uff1a<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u7121\u754c\u9650\u7684\u5354\u540c\u5408\u4f5c\uff1a\u9060\u7aef\u3001\u540c\u6642\u5b58\u53d6\u6295\u5f71\u7247\uff0c\u53ef\u70ba\u670d\u52d9\u4e0d\u8db3\u5730\u5340\u7684\u75c5\u60a3\u63d0\u4f9b\u5373\u6642\u8aee\u8a62\u3001\u5feb\u901f\u7b2c\u4e8c\u610f\u898b\u53ca\u66f4\u5feb\u901f\u7684\u5c08\u5bb6\u610f\u898b\u3002<\/li>\n<li>\u6210\u672c\u63a7\u5236\u8207\u8cc7\u6e90\u6700\u4f73\u5316\uff1a\u6d88\u9664\u8f09\u73bb\u7247\u904b\u8f38\u3001\u5feb\u905e\u548c\u5927\u578b\u5132\u5b58\u88dd\u7f6e\uff0c\u53ef\u6e1b\u5c11\u958b\u652f\u3001\u6e1b\u5c11\u6d6a\u8cbb\uff0c\u6bcf\u5e74\u53ef\u7bc0\u7701\u6578\u5341\u842c\u5927\u578b\u7db2\u8def\u3002<\/li>\n<li>\u6539\u5584\u5de5\u4f5c\u6d41\u7a0b\u6548\u7387\u548c\u9031\u8f49\u6642\u9593\uff1a\u6d88\u9664\u624b\u52d5\u8655\u7406\u74f6\u9838\uff0c\u4e26\u5be6\u73fe\u96a8\u6642\u5b58\u53d6\uff0c\u6700\u591a\u53ef\u7e2e\u77ed42%\u7684\u8a3a\u65b7\u6642\u9593\uff0c\u6bcf\u5c0f\u6642\u53ef\u4ee5\u6aa2\u8996\u8d85\u904e15\u00d7\u5f35\u4ee5\u4e0a\u7684\u8f09\u73bb\u7247[3]\u3002<\/li>\n<li>\u8a3a\u65b7\u7684\u7cbe\u78ba\u5ea6\u548c\u91cd\u73fe\u6027\uff1a\u6574\u5408\u5f0f\u5f71\u50cf\u5206\u6790\u5de5\u5177\u53ef\u63d0\u9ad8\u6e96\u78ba\u6027\u3001\u5206\u7d1a\u548c\u751f\u7269\u6a19\u7c64\u5b9a\u91cf-\u9019\u662f\u4e00\u81f4\u3001\u500b\u4eba\u5316\u6cbb\u7642\u6c7a\u7b56\u7684\u5fc5\u8981\u689d\u4ef6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u6574\u9ad4\u800c\u8a00\uff0c\u6578\u4f4d\u75c5\u7406\u5b78\u57f9\u80b2\u4e86\u4e00\u500b\u9023\u7dda\u7684\u8a3a\u65b7\u751f\u614b\u7cfb\u7d71\uff0c\u5176\u4e2d\u5354\u540c\u5408\u4f5c\u3001\u6210\u672c\u6548\u76ca\u3001\u71df\u904b\u6548\u76ca\u53ca\u9032\u968e\u5206\u6790\u53ef\u5171\u540c\u6539\u5584\u75c5\u60a3\u53ca\u91ab\u7642\u4fdd\u5065\u7cfb\u7d71\u7684\u7d50\u679c\u3002\u5118\u7ba1\u5177\u6709\u9019\u4e9b\u4ee4\u4eba\u4fe1\u670d\u7684\u512a\u52e2\uff0c\u4f46\u6578\u4f4d\u75c5\u7406\u5b78\u7684\u5ee3\u6cdb\u63a1\u7528\u4ecd\u7136\u53c3\u5dee\u4e0d\u9f4a\u3002\u8a31\u591a\u6a5f\u69cb\u90fd\u9762\u81e8\u524d\u671f\u6295\u8cc7\u3001\u54e1\u5de5\u8a13\u7df4\u8207\u5de5\u4f5c\u6d41\u7a0b\u91cd\u65b0\u8a2d\u8a08\u7684\u9700\u6c42\uff0c\u4ee5\u53ca\u56b4\u683c\u7684\u8cc7\u6599\u96b1\u79c1\u6216\u5728\u5730\u5316\u8981\u6c42\u7b49\u76f8\u95dc\u969c\u7919\u3002\u7136\u800c\uff0c\u9019\u4e9b\u6311\u6230\u6b63\u8d8a\u4f86\u8d8a\u591a\u5730\u900f\u904e\u660e\u78ba\u7684\u6578\u4f4d\u7b56\u7565\u3001\u5f37\u5927\u7684\u5229\u76ca\u76f8\u95dc\u8005\u53c3\u8207\uff0c\u4ee5\u53ca\u5f37\u8abf\u9577\u671f\u81e8\u5e8a\u548c\u64cd\u4f5c\u50f9\u503c\u800c\u4e0d\u662f\u77ed\u671f\u7834\u58de\u4f86\u89e3\u6c7a\u3002\u6b63\u662f\u5728\u9019\u7a2e\u80cc\u666f\u4e0b\uff0c\u5fc5\u9808\u7406\u89e3\u5f71\u97ff\u6578\u4f4d\u75c5\u7406\u5b78\u6f14\u8b8a\u7684\u4e3b\u8981\u5e02\u5834\u9a45\u52d5\u56e0\u7d20\u548c\u58c1\u58d8\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\u52d5\u8f49\u8b8a\u7684\u56e0\u7d20\uff1a\u6311\u6230\u8207\u6280\u8853\u9032\u6b65<\/h2>\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\u63a1\u7528\u6578\u4f4d\u75c5\u7406\u7684\u6311\u6230<\/h3>\n<p>\u6578\u7a2e\u7d50\u69cb\u8207\u81e8\u5e8a\u58d3\u529b\u6b63\u5728\u63a8\u52d5\u5be6\u9a57\u5ba4\u91cd\u65b0\u601d\u8003\u50b3\u7d71\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4e26\u9081\u5411\u6578\u4f4d\u89e3\u6c7a\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>\u8a3a\u65b7\u9700\u6c42\u4e0d\u65b7\u4e0a\u5347<\/strong> &#8211; \u4eba\u53e3\u8001\u5316\u3001\u764c\u75c7\u8ca0\u64d4\u4e0d\u65b7\u589e\u52a04\uff0c\u52a0\u4e0a\u91cd\u8996\u65e9\u671f\u6aa2\u6e2c\uff0c\u4f7f\u8a3a\u65b7\u670d\u52d9\u627f\u53d7\u524d\u6240\u672a\u6709\u7684\u58d3\u529b[5]\u3002<\/li>\n<li><strong>\u9700\u8981\u5916\u90e8\u8aee\u8a62\u8207\u5c08\u696d\u77e5\u8b58<\/strong> &#8211; \u8d8a\u4f86\u8d8a\u8907\u96dc\u7684\u500b\u6848\u9700\u8981\u5c08\u696d\u75c5\u7406\u91ab\u5e2b\u7684\u610f\u898b\u3002\u9019\u5c0e\u81f4\u51fa\u73fe\u4e86\u300c\u4e2d\u5fc3\u8f3b\u5c04\u5f0f\u300d\u6a21\u5f0f\uff0c\u7531\u96c6\u4e2d\u5c08\u5bb6\u5be9\u67e5\u4f86\u81ea\u591a\u500b\u7814\u7a76\u4e2d\u5fc3\u7684\u75c5\u4f8b[6]\u3002<\/li>\n<li><strong>\u52de\u52d5\u529b\u9650\u5236<\/strong> &#8211; \u5408\u683c\u7684\u75c5\u7406\u91ab\u5e2b\u77ed\u7f3a-\u7279\u5225\u662f\u5728\u8fb2\u6751\u6216\u670d\u52d9\u4e0d\u8db3\u7684\u5730\u5340-\u9700\u8981\u53ef\u64f4\u5c55\u7684\u5206\u6563\u5f0f\u89e3\u6c7a\u65b9\u6848\u3002AI\u8f14\u52a9\u4e4b\u5f71\u50cf\u5206\u6790\u53ef\u85c9\u7531\u7be9\u9078\u6f5b\u5728\u7570\u5e38\u4f86\u5e6b\u52a9\u5f4c\u5408\u5dee\u8ddd\uff0c\u4e26\u7531\u4eba\u985e\u75c5\u7406\u5b78\u5bb6\u9032\u884c\u6700\u7d42\u78ba\u8a8d[7]\u3002<\/li>\n<li><strong>\u5be6\u9a57\u5ba4\u5de5\u4f5c\u6d41\u7a0b\u74f6\u9838<\/strong> &#8211; \u6aa2\u9ad4\u91cf\u4e0a\u5347\u3001\u6d41\u7a0b\u788e\u7247\u5316\uff0c\u4ee5\u53ca\u5c0d\u624b\u52d5\u8655\u7406\u8f09\u73bb\u7247\u7684\u4f9d\u8cf4\u6027\u5c0e\u81f4\u9031\u8f49\u6642\u9593\u7de9\u6162\u4e26\u589e\u52a0\u932f\u8aa4\u98a8\u96aa[8]\u3002<\/li>\n<li><strong>\u75c5\u7406\u91ab\u5e2b\u7684\u5de5\u4f5c\u91cf\u548c\u5026\u6020\u611f<\/strong> \u2014 \u7ba1\u7406\u8ca0\u64d4\u548c\u5927\u91cf\u5de5\u4f5c\u91cf\u5c0e\u81f4\u9700\u8981\u652f\u63f4\u5206\u985e\u3001\u512a\u5148\u9806\u5e8f\u548c\u5feb\u901f\u5be9\u67e5\u7684\u5de5\u4f5c\u6d41\u7a0b\u5de5\u5177[8]\u3002<\/li>\n<li><strong>\u6210\u672c\u8207\u71df\u904b\u6548\u7387\u4f4e\u4e0b<\/strong> &#8211; \u5be6\u9ad4\u5132\u5b58\u3001\u904b\u9001\u8f09\u73bb\u7247\u4ee5\u53ca\u91cd\u8907\u4f5c\u696d\uff0c\u589e\u52a0\u4e86\u4e0d\u5fc5\u8981\u7684\u8cbb\u7528\u8207\u5831\u544a\u7684\u53ef\u8b8a\u6027\u3002<\/li>\n<li><strong>IT\u8907\u96dc\u6027<\/strong> &#8211; \u5728\u8a31\u591a\u74b0\u5883\u4e2d\uff0c\u5c07\u75c5\u7406\u8cc7\u6599\u8207\u91ab\u9662EHR\u548c\u5176\u4ed6\u8a3a\u65b7\u7cfb\u7d71\u6574\u5408\u4ecd\u7136\u662f\u4e00\u500b\u91cd\u5927\u969c\u7919\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\u8853\u9032\u6b65\u63a8\u52d5\u6578\u4f4d\u5316<\/h3>\n<p>\u8207\u6b64\u540c\u6642\uff0c\u4e00\u6ce2\u65b0\u7684\u5275\u65b0\u6d6a\u6f6e\u4e5f\u4f7f\u5be6\u9a57\u5ba4\u80fd\u5920\u514b\u670d\u9019\u4e9b\u6311\u6230\uff0c\u4e26\u5b8c\u5168\u63a5\u53d7\u6578\u4f4d\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\u8853\u6210\u719f<\/strong> &#8211; \u9ad8\u901f\u5168\u8f09\u73bb\u7247\u6383\u63cf\u5668\u3001\u96f2\u7aef\u5132\u5b58\u53ca\u5b89\u5168\u7684\u7db2\u8def\u57fa\u790e\u5efa\u8a2d\uff0c\u4f7f\u5f97\u65e5\u5e38\u4f7f\u7528\u5927\u898f\u6a21\u6578\u4f4d\u5316\u8b8a\u5f97\u53ef\u884c\u3002<\/li>\n<li><strong>\u8cc7\u6599\u8207\u6578\u4f4d\u5316<\/strong> &#8211; \u5f9e\u985e\u6bd4\u986f\u5fae\u93e1\u8f49\u5411\u6578\u4f4d\u5f71\u50cf\uff0c\u70ba\u8a08\u7b97\u75c5\u7406\u5b78\u8207\u5927\u898f\u6a21\u5206\u6790\u6253\u958b\u4e86\u5927\u9580\u3002<\/li>\n<li><strong>\u5148\u9032\u7684\u5f71\u50cf\u5206\u6790\u6f14\u6f14\u7b97\u6cd5<\/strong> &#8211; AI\u5de5\u5177\u53ef\u85c9\u7531\u6a19\u6e96\u5316\u5c0d\u7d30\u5fae\u4f46\u81e8\u5e8a\u4e0a\u91cd\u8981\u7684\u7279\u5fb5\uff08\u8af8\u5982HER2-Low\u8868\u73fe\uff09\u7684\u89e3\u91cb\u4f86\u6539\u5584\u75c5\u7406\u5b78\u8a55\u5b9a\u7684\u518d\u73fe\u6027\u53ca\u4fe1\u8cf4\u5ea6\u3002\u5176\u4ed6\u61c9\u7528\u53ef\u4ee5\u9032\u4e00\u6b65\u64f4\u5c55\uff0c\u6aa2\u6e2c\u8d85\u51fa\u4eba\u773c\u6975\u9650\u7684\u7d30\u5fae\u7279\u5fb5\uff0c\u4f8b\u5982\uff0c\u76f4\u63a5\u5f9eH&amp;E\u8f09\u73bb\u7247\u6aa2\u6e2cMSI\u72c0\u614b\u3002<\/li>\n<li><strong>AI\u4f5c\u70ba\u54c1\u8cea\u63a7\u5236<\/strong> &#8211; \u5728\u4e3b\u8981\u8a3a\u65b7\u4e4b\u5916\uff0cAI\u53ef\u4f5c\u70ba\u7b2c\u4e8c\u5be9\u67e5\u8005\uff0c\u6a19\u7c64\u6f5b\u5728\u5dee\u7570\u6216\u907a\u6f0f\u7684\u767c\u73fe\u9805\u4ee5\u589e\u5f37\u4e00\u81f4\u6027\u3002<\/li>\n<li><strong>\u7121\u7e2b\u8cc7\u6599\u6574\u5408<\/strong> &#8211; \u5c07\u75c5\u7406\u5f71\u50cf\u8207\u5176\u4ed6\u8a3a\u65b7\u65b9\u5f0f\uff08\u653e\u5c04\u5b78\u3001\u57fa\u56e0\u9ad4\uff09\u9023\u7d50\uff0c\u5efa\u7acb\u66f4\u5168\u9762\u7684\u60a3\u8005\u6aa2\u8996\u3002<\/li>\n<li><strong>\u6548\u7387\u8207\u64f4\u5145\u6027<\/strong> &#8211; \u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u53ef\u652f\u63f4\u8de8\u591a\u500b\u6708\u53f0\u9032\u884c\u96c6\u4e2d\u5be9\u67e5\u3001\u5feb\u901f\u63d0\u51fa\u7b2c\u4e8c\u610f\u898b\uff0c\u4e26\u6e1b\u5c11\u9031\u8f49\u6642\u9593\u3002<\/li>\n<li><strong>\u7531\u5927\u6d41\u884c\u9a45\u52d5\u7684\u5275\u65b0<\/strong> &#8211; COVID-19\u7a81\u51fa\u4e86\u9060\u7aef\u75c5\u7406\u5b78\u548c\u9060\u7aef\u75c5\u7406\u5b78\u5c0d\u6301\u7e8c\u7167\u8b77\u7684\u50f9\u503c\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;\">\u6578\u4f4d\u75c5\u7406\u5b78\u7684\u65b0\u8208\u8da8\u52e2\u8207\u6a5f\u9047<\/h2>\n<p>\u81ea\u52d5\u5316\u3001\u4eba\u5de5\u667a\u6167\u548c\u958b\u653e\u5f0f\u5275\u65b0\u7684\u9032\u6b65\u4e0d\u50c5\u80fd\u7c21\u5316\u5be6\u9a57\u5ba4\u64cd\u4f5c\uff0c\u9084\u80fd\u5be6\u73fe\u66f4\u6df1\u5165\u7684\u81e8\u5e8a\u898b\u89e3\u548c\u66f4\u5ee3\u6cdb\u7684\u5408\u4f5c\u3002\u9019\u4e9b\u767c\u5c55\u70ba\u6539\u5584\u75be\u75c5\u5075\u6e2c\u3001\u6cbb\u7642\u8a08\u756b\u53ca\u5065\u5eb7\u7167\u8b77\u4ea4\u4ed8\u958b\u95e2\u4e86\u65b0\u7684\u9014\u5f91-\u5c07\u6578\u4f4d\u75c5\u7406\u5b9a\u4f4d\u70ba\u8a3a\u65b7\u8f49\u578b\u7684\u4e2d\u5fc3\u9a45\u52d5\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\u5c0d\u7aef\u81ea\u52d5\u5316\u8207\u5de5\u4f5c\u6d41\u7a0b\u6574\u5408<\/h3>\n<p>\u6b63\u5728\u767c\u751f\u7684\u6700\u91cd\u5927\u8f49\u8b8a\u4e4b\u4e00\u662f\u8d70\u5411\u5b8c\u5168\u81ea\u52d5\u5316\u3002\u5be6\u9a57\u5ba4\u8d8a\u4f86\u8d8a\u591a\u5730\u5e0c\u671b\u81ea\u52d5\u5316\u4e0d\u50c5\u5305\u62ec\u5f71\u50cf\u5b78\u6aa2\u67e5\uff0c\u9084\u5305\u62ec\u6574\u500b\u75c5\u7406\u6d41\u7a0b-\u5f9e\u6aa2\u9ad4\u8ffd\u8e64\u548c\u689d\u78bc\u7ba1\u7406\u5230\u75c5\u4f8b\u5206\u914d\u3001\u8f09\u73bb\u7247\u6383\u63cf\u3001\u5f71\u50cf\u7ba1\u7406\u548c\u6578\u4f4d\u5831\u544a\u3002\u7576\u8207\u5be6\u9a57\u5ba4\u8cc7\u8a0a\u7cfb\u7d71(LIS)\u548c\u96fb\u5b50\u5065\u5eb7\u8a18\u9304(EHR)\u7cfb\u7d71\u6574\u5408\u6642\uff0c\u6578\u4f4d\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\u5f37\u6bcf\u500b\u6aa2\u9ad4\u5f9e\u63a1\u96c6\u5230\u5831\u544a\u7684\u8ffd\u8e64\u6027\u3002<\/li>\n<li>\u6e1b\u5c11\u8207\u624b\u52d5\u8f38\u5165\u8cc7\u6599\u6216\u8f09\u73bb\u7247\u8cbc\u6a19\u76f8\u95dc\u7684\u932f\u8aa4\u3002<\/li>\n<li>\u652f\u63f4\u9060\u7aef\u5354\u540c\u5408\u4f5c\u53ca\u7b2c\u4e8c\u610f\u898b\uff0c\u7d55\u4e0d\u5ef6\u8aa4\u3002<\/li>\n<li>\u85c9\u7531\u589e\u5f37\u7684\u5f71\u50cf\u6e05\u6670\u5ea6\u3001AI\u8f14\u52a9\u5224\u8b80\u53ca\u5373\u6642\u5408\u4f5c\u4f86\u589e\u5f37\u8a3a\u65b7\u4fe1\u5fc3\u3002<\/li>\n<li>\u900f\u904e\u81ea\u52d5\u5316\u5be6\u73fe\u5168\u5929\u5019\u8655\u7406\uff0c\u8b93\u66f4\u591a\u6295\u5f71\u7247\u80fd\u5920\u6e96\u5099\u3001\u6383\u63cf\u4e26\u6392\u968a\u7b49\u5019\u5be9\u67e5\uff0c\u5354\u52a9\u5be6\u9a57\u5ba4\u66f4\u5feb\u4ea4\u4ed8\u7d50\u679c\uff0c\u751a\u81f3\u8d85\u8d8a\u6a19\u6e96\u5de5\u4f5c\u6642\u9593\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5728\u7ba1\u7406\u5927\u91cf\u500b\u6848\u6216\u5de5\u4f5c\u4eba\u54e1\u77ed\u7f3a\u7684\u74b0\u5883\u4e2d\uff0c\u9019\u7a2e\u6574\u5408\u5c24\u5176\u91cd\u8981\u3002\u81ea\u52d5\u5316\u8b93\u5be6\u9a57\u5ba4\u80fd\u5920\u64f4\u5927\u904b\u4f5c\u898f\u6a21\uff0c\u540c\u6642\u7dad\u6301\u6e96\u78ba\u5ea6\u548c\u8655\u7406\u91cf\uff0c\u8b93\u75c5\u60a3\u66f4\u5feb\u7372\u5f97\u53ef\u80fd\u6539\u8b8a\u751f\u6d3b\u7684\u7d50\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\u9a45\u52d5\u6f14\u6f14\u7b97\u6cd5<\/h3>\n<p>\u96a8\u8457\u6578\u4f4d\u5316\u7522\u751f\u5927\u91cf\u9ad8\u54c1\u8cea\u5f71\u50cf\u8cc7\u6599\uff0c\u75c5\u7406\u5b78\u5bb6\u73fe\u5728\u6709\u6a5f\u6703\u8207\u8cc7\u6599\u79d1\u5b78\u5bb6\u3001\u5de5\u7a0b\u5e2b\u548cAI\u5c08\u5bb6\u5bc6\u5207\u5408\u4f5c\uff0c\u4ee5\u6316\u6398\u9060\u9060\u8d85\u51fa\u5e38\u898f\u8996\u89ba\u8a55\u4f30\u7bc4\u570d\u7684\u898b\u89e3\u3002AI\u9a45\u52d5\u6f14\u6f14\u7b97\u6cd5\u4e4b\u6838\u5fc3\u70ba\u96fb\u8166\u6a21\u578b\uff08\u901a\u5e38\u57fa\u65bc\u6df1\u5ea6\u5b78\u7fd2\u53ca\u5176\u4ed6\u9ad8\u7d1a\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\uff09\uff0c\u8a72\u7b49\u96fb\u8166\u6a21\u578b\u7d93\u8a13\u7df4\u4ee5\u8fa8\u8b58\u75c5\u7406\u5f71\u50cf\u4e2d\u7684\u7279\u5b9a\u7279\u5fb5\u3002\u85c9\u7531\u5f9e\u5927\u7684\u3001\u7d93\u5c08\u696d\u8a3b\u91cb\u7684\u8cc7\u6599\u96c6\u5b78\u7fd2\uff0c\u9019\u4e9b\u6f14\u6f14\u7b97\u6cd5\u53ef\u4ee5\u6aa2\u6e2c\u3001\u5206\u5272\u3001\u91cf\u5316\u53ca\u5206\u985e\u5177\u6709\u9ad8\u4e00\u81f4\u6027\u7684\u5fae\u89c0\u7d50\u69cb\u3002\u5b83\u5011\u53ef\u4ee5\u91dd\u5c0d\u5404\u7a2e\u4efb\u52d9\u9032\u884c\u8a2d\u8a08[9\u300110\u300111\u300112]\uff1a<\/p>\n<ul>\n<li 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!important;\">\u6578\u4f4d\u75c5\u7406\u6210\u719f\u5f8c\u61c9\u512a\u5148\u8003\u616e\u4ec0\u9ebc<\/h2>\n<p>\u96a8\u8457\u6578\u4f4d\u75c5\u7406\u5b78\u5f9e\u9858\u666f\u8d70\u5411\u73fe\u5be6\uff0c\u9078\u64c7\u5408\u9069\u7684\u4f34\u4fb6\u6210\u70ba\u5be6\u73fe\u5176\u5168\u90e8\u6f5b\u529b\u7684\u95dc\u9375\u4e00\u6b65\u3002\u5728\u8a55\u4f30\u6578\u4f4d\u75c5\u7406\u4f9b\u61c9\u5546\u6642\uff0c\u5be6\u9a57\u5ba4\u61c9\u5c0b\u627e\u63d0\u4f9b\u7aef\u5c0d\u7aef\u652f\u63f4\u7684\u5408\u4f5c\u5925\u4f34-\u5f9e\u9ad8\u54c1\u8cea\u8f09\u73bb\u7247\u6383\u63cf\u5230AI\u9a45\u52d5\u7684\u5f71\u50cf\u5206\u6790\u548c\u8cc7\u6599\u6574\u5408-\u78ba\u4fdd\u7121\u7e2b\u5de5\u4f5c\u6d41\u7a0b\uff0c\u800c\u4e0d\u662f\u4e00\u7cfb\u5217\u65b7\u958b\u7684\u5de5\u5177\u3002\u540c\u6a23\u91cd\u8981\u7684\u662f\u4f9b\u61c9\u5546\u5c0d\u958b\u653e\u6027\u7684\u627f\u8afe\uff1a\u5728\u958b\u653e\u7684\u751f\u614b\u7cfb\u7d71\u4e2d\u6574\u5408\u53ca\u7d0d\u5165\u7b2c\u4e09\u65b9\u6f14\u7b97\u6cd5\u7684\u80fd\u529b\u53ef\u4fc3\u9032\u5275\u65b0\uff0c\u4e26\u70ba\u5e73\u53f0\u63d0\u4f9b\u672a\u4f86\u7684\u4fdd\u969c\u3002\u540c\u6642\uff0c\u6240\u9078\u64c7\u4e4b\u4f9b\u61c9\u5546\uff08\u6216AI\u6f14\u7b97\u6cd5\u63d0\u4f9b\u8005\uff09\u61c9\u5c55\u73fe\u7d93\u8b49\u5be6\u5728\u670d\u52d9\u53ca\u652f\u63f4\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58\u3002\u9664\u4e86\u63d0\u4f9b\u7c21\u55ae\u7684\u6280\u8853\u4e4b\u5916\uff0c\u4ed6\u5011\u9084\u5fc5\u9808\u80fd\u5920\u63d0\u4f9b\u56de\u61c9\u8fc5\u901f\u7684\u6280\u8853\u5354\u52a9\u3001\u6301\u7e8c\u7684\u8a13\u7df4\u548c\u4e3b\u52d5\u5f0f\u7dad\u8b77\uff0c\u4ee5\u78ba\u4fdd\u4e0d\u9593\u65b7\u7684\u904b\u4f5c\u548c\u6700\u4f73\u7684\u7cfb\u7d71\u6548\u80fd\u3002\u6700\u5f8c\uff0c\u5728\u9075\u5faa\u76e3\u7ba1\u6a19\u6e96\u3001\u8cc7\u6599\u96b1\u79c1\u6027\u548c\u7db2\u8def\u5b89\u5168\u4fdd\u969c\u65b9\u9762\u7684\u5f37\u5927\u5c08\u696d\u77e5\u8b58\u5c0d\u65bc\u4fdd\u8b77\u654f\u611f\u7684\u60a3\u8005\u8cc7\u6599\uff0c\u540c\u6642\u4fdd\u6301\u8de8\u4e0d\u540c\u5730\u5340\u7684\u5408\u898f\u6027\u81f3\u95dc\u91cd\u8981\u3002\u9019\u4e9b\u8003\u91cf\u53ef\u78ba\u4fdd\u6578\u4f4d\u8f49\u578b\u4e0d\u50c5\u63d0\u4f9b\u901f\u5ea6\u8207\u6548\u7387\uff0c\u9084\u80fd\u63d0\u4f9b\u5f48\u6027\u548c\u9577\u671f\u50f9\u503c\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;\">\u6578\u4f4d\u75c5\u7406\u5b78\u7684\u65b0\u6642\u4ee3<\/h2>\n<p>\u5f9e\u5149\u5b78\u986f\u5fae\u93e1\u5230\u5b8c\u5168\u6578\u4f4d\u5316\u7684\u8f49\u8b8a\u6b63\u5728\u5c07\u75c5\u7406\u5b78\u5f9e\u5c0f\u773e\u5275\u65b0\u8f49\u8b8a\u70ba\u81e8\u5e8a\u5fc5\u8981\u6027\u3002\u5728\u6574\u500b\u4e9e\u592a-\u7279\u5225\u662f\u5728\u6771\u5357\u4e9e\u65b0\u8208-\u6578\u4f4d\u75c5\u7406\u5b78\u63d0\u4f9b\u4e86\u52a0\u5f37\u764c\u75c7\u7167\u8b77\u9014\u5f91\u7684\u95dc\u9375\u6a5f\u6703\uff0c\u4f8b\u5982\u900f\u904e\u66f4\u65e9\u7684\u6aa2\u6e2c\u3001\u66f4\u5c11\u7684\u5ef6\u9072\u53ca\u66f4\u500b\u4eba\u5316\u7684\u6cbb\u7642\u3002\u7576\u8207AI\u652f\u63f4\u7684\u5f71\u50cf\u5206\u6790\u7d50\u5408\u6642\uff0c\u9019\u4e9b\u5e73\u53f0\u53ef\u63d0\u9ad8\u8a3a\u65b7\u6e96\u78ba\u6027\u3001\u5be6\u73fe\u591a\u5b78\u79d1\u5354\u540c\u5408\u4f5c\uff0c\u4e26\u63d0\u4f9b\u5c0d\u5c08\u5bb6\u5c08\u696d\u77e5\u8b58\u7684\u53ca\u6642\u5b58\u53d6-\u5373\u4f7f\u5728\u9060\u7aef\u74b0\u5883\u4e2d\u3002\u9019\u5c0d\u65bc\u80ba\u764c\u548c\u4e73\u764c\u7b49\u9ad8\u8ca0\u64d4\u764c\u75c7\u5c24\u5176\u91cd\u8981\uff0c\u65e9\u671f\u8a3a\u65b7\u53ef\u4ee5\u6975\u5927\u5730\u63d0\u9ad8\u5b58\u6d3b\u7387\u3002\u958b\u653e\u3001\u53ef\u4e92\u901a\u7684\u751f\u614b\u7cfb\u7d71\u53ef\u9032\u4e00\u6b65\u78ba\u4fdd\u9069\u61c9\u6027\u3001\u8207\u7d93\u904e\u9a57\u8b49\u7684\u7b2c\u4e09\u65b9\u5de5\u5177\u6574\u5408\uff0c\u4e26\u7b26\u5408\u6cd5\u898f\u8981\u6c42\uff0c\u5354\u52a9\u78ba\u4fdd\u8a3a\u65b7\u57fa\u790e\u5efa\u8a2d\u9762\u5411\u672a\u4f86\u3002\u7531\u75c5\u7406\u5b78\u5bb6\u5236\u5b9a\u4e26\u5728\u4ee3\u8868\u6027\u8cc7\u6599\u96c6\u4e0a\u9032\u884c\u6e2c\u8a66\u7684\u7d93\u904e\u81e8\u5e8a\u9a57\u8b49\u7684\u89e3\u6c7a\u65b9\u6848\u53ef\u4fc3\u9032\u4e00\u81f4\u6027\uff0c\u540c\u6642\u5f37\u5927\u7684\u7db2\u8def\u5b89\u5168\u548c\u53ef\u64f4\u5c55\u7684\u786c\u9ad4\u53ef\u5728\u6574\u500b\u7167\u8b77\u904e\u7a0b\u4e2d\u5b89\u5168\u3001\u7121\u7e2b\u5730\u63a1\u7528\u3002\u5728\u7531\u7cbe\u78ba\u5ea6\u3001\u901f\u5ea6\u53ca\u9023\u7dda\u6027\u6240\u5b9a\u7fa9\u7684\u91ab\u7642\u4fdd\u5065\u6642\u4ee3<strong> \uff0c\u6578\u4f4d\u75c5\u7406\u4e0d\u50c5\u662f\u904a\u6232\u898f\u5247\u7684\u6539\u8b8a\u8005\uff0c\u4e5f\u662f\u73fe\u4ee3\u8a3a\u65b7\u5b78\u7684\u65b0\u652f\u67f1\u3002<\/strong><\/p>\n<hr \/>\n<p><em>\u53c3\u8003\u6587\u737b\uff1a<\/em> <\/p>\n<p><span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00428-025-04090-w\" target=\"_blank\" rel=\"noopener\">[1]<\/a> Eloy\uff0cC.\u7b49\u4eba\uff0c2025. \u300cDigital transformation of pathology -\u6b50\u6d32\u75c5\u7406\u5b78\u6703\u7684\u5c08\u5bb6\u610f\u898b\u66f8\u3002\u300d<\/span><i><span style=\"font-weight: 400;\">Virchows Archiv<\/span><\/i><span style=\"font-weight: 400;\">. doi\uff1a10.1007\/s00428-025-04090-w.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/diagnosticpathology.biomedcentral.com\/articles\/10.1186\/s13000-025-01610-9\" target=\"_blank\" rel=\"noopener\">[2]<\/a> Zia\uff0cS.\u7b49\u4eba\uff0c2025. \u300c\u6578\u4f4d\u75c5\u7406\u5b78\u61c9\u7528\u7684\u6700\u65b0\u8cc7\u8a0a\uff1a\u521d\u6b65\u8a3a\u65b7\uff1b\u9060\u8ddd\u75c5\u7406\u3001\u6559\u80b2\u8207\u7814\u7a76\u300d\u3002<\/span><i><span style=\"font-weight: 400;\">Diagnostic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 20 (17)\u2026\u2026doi\uff1a10.1186\/s13000-025-01610-9.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/31719106\/\" target=\"_blank\" rel=\"noopener\">[3]<\/a> Menter\uff0cT.\u7b49\u4eba\uff0c2020. \u300c\u85c9\u7531\u9060\u7aef\u5168\u5207\u7247\u6210\u50cf\u5206\u6790\u9032\u884c\u8853\u4e2d\u51b7\u51cd\u5207\u7247\u8aee\u8a62-\u9a57\u8b49\u53ca\u8207\u6a5f\u5668\u4eba\u9060\u7aef\u986f\u5fae\u93e1\u6aa2\u67e5\u7684\u6bd4\u8f03\u3002\u300d<\/span><i><span style=\"font-weight: 400;\">Journal of Clinical Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 73 (6)\uff1a350-352.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/gco.iarc.fr\/\" target=\"_blank\" rel=\"noopener\">[4]<\/a> \u570b\u969b\u764c\u75c7\u7814\u7a76\u6a5f\u69cb\u30022022\u3002 <\/span><i><span style=\"font-weight: 400;\">\u5168\u7403\u764c\u75c7\u89c0\u5bdf\u7ad9<\/span><\/i><span style=\"font-weight: 400;\">\u3002Accessed August 10\uff0c2025.<\/span><br \/>\n<a href=\"https:\/\/gco.iarc.fr\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/gco.iarc.fr\/<\/span><\/a><span style=\"font-weight: 400;\">.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/diagnosticpathology.biomedcentral.com\/articles\/10.1186\/s13000-023-01352-6\" target=\"_blank\" rel=\"noopener\">[5]<\/a> Zehra\uff0cT.\u7b49\u4eba2023. \u300c\u5728\u767c\u5c55\u4e2d\u4e16\u754c\u4e4b\u4f4e\u8cc7\u6e90\u7d44\u7e54\u4e2d\u63a1\u7528AI\u555f\u7528\u4e4b\u6578\u4f4d\u75c5\u7406\u5b78\u7684\u5efa\u8b70\u524d\u9032\u65b9\u5411\u3002\u300d<\/span><i><span style=\"font-weight: 400;\">Diagnostic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 18 (1)\uff1a68. doi\uff1a10.1186\/s13000-023-01352-6.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2153353924000336?via%3Dihub\" target=\"_blank\" rel=\"noopener\">[6]<\/a> Mosquera-Zamudio\uff0cA.\uff0cM.Gomez-Suarez\uff0cJ.Sprockel\uff0cJ.C.Riano-Moreno\uff0cE.A.M. Janssen\uff0cL.Pantanowitz\u53caR.Parra-Medina. 2024\u3002 \u300c\u54e5\u502b\u6bd4\u4e9e\u5177\u6709\u4eba\u5de5\u667a\u6167\u61c9\u7528\u7684\u9059\u75c5\u7406\u5b78\u7db2\u8def\u5168\u7403\u5316\uff1aGLORIA\u8a08\u756b\u7814\u7a76\u65b9\u6848\u300d\u3002<\/span><i><span style=\"font-weight: 400;\">Journal of Pathology Informatics<\/span><\/i><span style=\"font-weight: 400;\"> 15\uff1a100394. doi\uff1a10.1016\/j.jpi.2024.100394.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/diagnosticpathology.biomedcentral.com\/articles\/10.1186\/s13000-024-01590-2\" target=\"_blank\" rel=\"noopener\">[7]<\/a> Walsh\uff0cE.\u53caN.M.Orsi. 2024\u3002 \u300c\u5168\u7403\u75c5\u7406\u5de5\u4f5c\u4eba\u54e1\u76ee\u524d\u6240\u8655\u7684\u56f0\u5883\uff1a\u7c21\u8981\u56de\u9867\u3002\u300d<\/span><i><span style=\"font-weight: 400;\">Diagnostic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 19 (163)\u2026\u2026doi\uff1a10.1186\/s13000-024-01590-2.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2352914824001229\" target=\"_blank\" rel=\"noopener\">[8]<\/a> Edayan\uff0cJ.M.\u7b49\u4eba\uff0c2024. \u300cInformatics in Medicine Unlocked\u300d 50\uff1a101566. doi\uff1a10.1016\/j.imu.2024.101566.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/btrt.org\/DOIx.php?id=10.14791\/btrt.2021.0032\" target=\"_blank\" rel=\"noopener\">[9]<\/a> Go\uff0cH\u30022022. \u300c\u6578\u4f4d\u75c5\u7406\u5b78\u548c\u4eba\u5de5\u667a\u6167\u5728\u75c5\u7406\u5b78\u4e2d\u7684\u61c9\u7528\u3002\u300d<\/span><i><span style=\"font-weight: 400;\">Brain Tumor Research and Treatment<\/span><\/i><span style=\"font-weight: 400;\"> 10 (2)\uff1a76-82.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/diagnosticpathology.biomedcentral.com\/articles\/10.1186\/s13000-023-01375-z\" target=\"_blank\" rel=\"noopener\">[10]<\/a> Shafi\uff0cS.\u53caA.V.Parwani\uff0c2023\u3002 \u300c\u8a3a\u65b7\u75c5\u7406\u5b78\u7684\u4eba\u5de5\u667a\u6167\u300d\u3002<\/span><i><span style=\"font-weight: 400;\">Diagnostic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 18 (109)\u2026\u2026<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2153353922007507\" target=\"_blank\" rel=\"noopener\">[11]<\/a> Jarrahi\uff0cM.H.\u7b49\u4eba\uff0c2022\u3002 \u300c\u6709\u6548AI\u9a45\u52d5\u7684\u6578\u4f4d\u75c5\u7406\u5b78\u7684\u95dc\u9375\uff1a\u5728\u75c5\u7406\u91ab\u5e2b\u8207\u6a5f\u5668\u4e4b\u9593\u5efa\u7acb\u5171\u751f\u5de5\u4f5c\u6d41\u7a0b\u3002\u300d<\/span><i><span style=\"font-weight: 400;\">Journal of Pathology Informatics<\/span><\/i><span style=\"font-weight: 400;\"> 13\uff1a100156.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2374289525000089\" target=\"_blank\" rel=\"noopener\">[12]<\/a> Gaffney\uff0cH.\u53caK.M.Mirza\u30022025\u3002 \u300c\u4eba\u5de5\u667a\u6167\u6642\u4ee3\u7684\u75c5\u7406\u5b78\uff1a\u6307\u5c0e\u5275\u65b0\u548c\u5be6\u65bd\u4ee5\u4fdd\u6301\u4eba\u985e\u6d1e\u5bdf\u529b\u3002\u300d<\/span><i><span style=\"font-weight: 400;\">Academic Pathology<\/span><\/i><span style=\"font-weight: 400;\"> 12\uff1a100166.<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/ascopubs.org\/doi\/10.1200\/JCO.2025.43.16_suppl.1014\" target=\"_blank\" rel=\"noopener\">[13]<\/a> Mulder\uff0cD.\u7b49\u4eba\uff0c2025\u3002 \u300c\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u8f14\u52a9\u8edf\u9ad4\u9032\u884cHER2\u4f4e\u548cHER2\u8d85\u4f4eIHC\u5224\u8b80\u8a13\u7df4\uff0c\u4ee5\u63d0\u9ad8\u75c5\u7406\u91ab\u5e2b\u7684\u8a3a\u65b7\u6e96\u78ba\u6027\uff0c\u4e26\u64f4\u5927\u60a3\u8005\u63a5\u53d7HER2\u9776\u5411\u6cbb\u7642\u7684\u8cc7\u683c\u3002\u300d\u6458\u8981\u5728 <\/span><i><span style=\"font-weight: 400;\">2025\u5e74ASCO\u5e74\u6703\u4e0a\u63d0\u4ea4<\/span><\/i><span style=\"font-weight: 400;\">\u3002<\/span> <span style=\"font-weight: 400;\"><br \/>\n<a href=\"https:\/\/www.signifyresearch.net\/insights\/complimentary-digital-pathology-vc-investment-analysis\/\" target=\"_blank\" rel=\"noopener\">[14]<\/a> \u4ee3\u8868\u7814\u7a76\u30022023\u3002 \u300c\u6578\u4f4d\u75c5\u7406\u5b78\u6295\u8cc7\u6210\u719f\uff0c\u98a8\u96aa\u6295\u8cc7\u5177\u6709\u9078\u64c7\u6027\u3002\u300d\u5b58\u53d6\u65e5\u671f2025\u5e749\u67084\u65e5\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>\u95dc\u9375\u8981\u9ede 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