{"id":4103,"date":"2025-05-04T23:35:14","date_gmt":"2025-05-04T15:35:14","guid":{"rendered":"https:\/\/www.feeoo.fun\/?p=4103"},"modified":"2025-08-14T11:44:36","modified_gmt":"2025-08-14T03:44:36","slug":"panda-ct","status":"publish","type":"post","link":"https:\/\/www.feeoo.fun\/index.php\/2025\/05\/04\/panda-ct\/","title":{"rendered":"\u533b\u5b66\u5f71\u50cfCT\u6a21\u578b\u2014\u2014PANDA\u6a21\u578b\uff0c\u53ef\u8bca\u65ad\u65e9\u671f\u80f0\u817a\u764c"},"content":{"rendered":"
\"\"<\/figure>\n\n\n

PANDA\uff08pancreatic cancer detection, with artificial intelligence\uff09\u6a21\u578b<\/strong>\u3002<\/p>\n\n\n\n

\u8be5\u6a21\u578b\u7531\u4e0a\u6d77\u5e02\u80f0\u817a\u75be\u75c5\u7814\u7a76\u6240\u7684\u66f9\u51ef\u533b\u751f\u7b49\u4eba\u5f00\u53d1\u3002\u66f9\u51ef\u533b\u751f\u5728\u6574\u7406\u5bfc\u5e08\u75c5\u4f8b\u8d44\u6599\u65f6\u53d7\u5230\u542f\u53d1\uff0c\u60f3\u501f\u52a9 AI \u5e2e\u52a9\u533b\u751f\u7b5b\u67e5\u65e9\u671f\u80f0\u817a\u764c\uff0c\u540e\u6765\u4e0e\u8fbe\u6469\u9662\u533b\u7597 AI \u56e2\u961f\u5408\u4f5c\u5f00\u53d1\u4e86 PANDA \u6a21\u578b\u3002\u7814\u7a76\u56e2\u961f\u6536\u96c6\u4e86 3000 \u4e2a\u75c5\u4eba\u7684\u8179\u90e8 CT \u56fe\u50cf\uff0c\u7531 48 \u4e2a\u533b\u751f\u624b\u52a8\u6807\u6ce8\uff0c\u5e76\u7ecf\u8fc7\u590d\u6742\u7684\u6a21\u578b\u9009\u62e9\u548c\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u6700\u7ec8\u8ba9 PANDA \u6a21\u578b\u5177\u5907\u4e86\u6839\u636e\u7b80\u5355\u7684\u5e73\u626b CT \u56fe\u50cf\u8fdb\u884c\u80f0\u817a\u764c\u76f8\u5173\u8bca\u65ad\u7684\u80fd\u529b1\u3002\u5728\u4e34\u5e8a\u9a8c\u8bc1\u4e2d\uff0c\u5176\u8868\u73b0\u51fa\u8272\uff0c\u51e0\u4e4e\u6ca1\u6709\u6f0f\u8bca\uff0c\u8bef\u8bca\u60c5\u51b5\u4e5f\u5bb9\u6613\u6392\u96641\u3002\u76ee\u524d\uff0c\u8be5\u6a21\u578b\u5df2\u6210\u529f\u4e0a\u7ebf\uff0c\u4e00\u4e9b\u533b\u9662\u548c\u4f53\u68c0\u4e2d\u5fc3\u6b63\u5728\u4f7f\u7528\u5b83\u5e2e\u5fd9\u7b5b\u67e5\uff0c\u4e14\u5df2\u6210\u529f\u53d1\u73b0\u5e76\u6551\u6cbb\u4e86\u4e34\u5e8a\u6f0f\u8bca\u7684\u80f0\u817a\u764c\u60a3\u8005\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
    \n
  • \u80cc\u666f\u548c\u76ee\u7684<\/strong>\uff1aCT \u662f\u80f0\u817a\u764c\u68c0\u6d4b\u5e38\u7528\u65b9\u5f0f\uff0c\u4f46\u4f53\u68c0\u53ca\u533b\u9662\u5e38\u7528\u7684\u5e73\u626b CT \u56fe\u50cf\u5bf9\u6bd4\u5ea6\u4f4e\uff0c\u96be\u4ee5\u8bc6\u522b\u65e9\u671f\u80f0\u817a\u75c5\u53d8\uff0c\u5373\u4fbf\u7ecf\u9a8c\u4e30\u5bcc\u7684\u653e\u5c04\u79d1\u533b\u751f\u4e5f\u6613\u6f0f\u8bca\u3002\u4e3a\u89e3\u51b3\u8fd9\u4e00\u96be\u9898\uff0c\u7814\u7a76\u56e2\u961f\u5f00\u53d1 PANDA \u6a21\u578b\uff0c\u65e8\u5728\u5229\u7528 \u201c\u5e73\u626b CT+AI\u201d \u6280\u672f\uff0c\u5b9e\u73b0\u5927\u89c4\u6a21\u3001\u9ad8\u6548\u51c6\u786e\u7684\u80f0\u817a\u764c\u65e9\u671f\u7b5b\u67e5\u3002<\/li>\n\n\n\n
  • \u6a21\u578b\u6784\u5efa\u4e0e\u539f\u7406<\/strong>\uff1a\u8be5\u6a21\u578b\u5229\u7528 AI \u653e\u5927\u5e76\u8bc6\u522b\u5e73\u626b CT \u56fe\u50cf\u4e2d\u8089\u773c\u96be\u5bdf\u7684\u7ec6\u5fae\u75c5\u7406\u7279\u5f81\uff0c\u5305\u62ec\u4e09\u4e2a\u9636\u6bb5\u3002\u9996\u5148\u901a\u8fc7\u6784\u5efa\u5206\u5272\u7f51\u7edc\uff08U – Net\uff09\u6765\u5b9a\u4f4d\u80f0\u817a\uff0c\u63a5\u7740\u91c7\u7528\u591a\u4efb\u52a1\u7f51\u7edc\uff08CNN\uff09\u68c0\u6d4b\u5f02\u5e38\u60c5\u51b5\uff0c\u6700\u540e\u91c7\u7528\u53cc\u901a\u9053 Transformer \u6765\u5206\u7c7b\u5e76\u8bc6\u522b\u80f0\u817a\u75c5\u53d8\u7684\u7c7b\u578b\u3002\u540c\u65f6\uff0c\u9488\u5bf9\u80f0\u817a\u80bf\u7624\u4f4d\u7f6e\u9690\u533f\u3001\u5728\u5e73\u626b CT \u56fe\u50cf\u4e2d\u65e0\u660e\u663e\u8868\u5f81\u7684\u95ee\u9898\uff0c\u8fbe\u6469\u9662\u56e2\u961f\u521b\u9020\u6027\u5730\u63d0\u51fa \u201c\u77e5\u8bc6\u8fc1\u79fb\u201d \u8bad\u7ec3\u65b9\u5f0f\uff0c\u5c06\u589e\u5f3a CT \u4e0a\u7684\u5148\u9a8c\u77e5\u8bc6\u8fc1\u79fb\u81f3\u5e73\u626b CT \u7684\u6570\u636e\u96c6\u4e0a\uff0c\u628a\u4e0d\u540c\u80f0\u817a\u80bf\u7624\u7684\u5c40\u90e8\u7279\u5f81\u4e0e\u5168\u5c40\u7279\u5f81\u7f16\u7801\u8fdb\u6846\u67b6\uff0c\u5e76\u7528\u75c5\u7406\u91d1\u6807\u51c6\u786e\u8ba4\u7684\u80bf\u7624\u7c7b\u578b\u76d1\u7763 AI \u7684\u8bad\u7ec3\uff0c\u89e3\u51b3\u4e86\u8fc7\u5f80 AI \u8bc6\u522b\u764c\u75c7\u65f6\u7684\u52fe\u753b\u96be\u3001\u6807\u6ce8\u96be\u3001\u8bad\u7ec3\u96be\u7b49\u95ee\u9898\u3002<\/li>\n\n\n\n
  • \u6d4b\u8bd5\u7ed3\u679c<\/strong>\uff1a\n
      \n
    • \u5185\u90e8\u6d4b\u8bd5\u8bc4\u4f30<\/strong>\uff1a\u5728\u9009\u53d6\u4e0a\u6d77\u5e02\u80f0\u817a\u75be\u75c5\u7814\u7a76\u6240\u7684 291 \u4f8b\u60a3\u8005\u8fdb\u884c\u7684\u75c5\u53d8\u68c0\u6d4b\u4e2d\uff0cPANDA \u5bf9\u80f0\u817a\u764c\u7684\u7075\u654f\u5ea6\u4e3a 94.9%\uff0c\u7279\u5f02\u6027\u8fbe 100%\u3002\u5bf9\u4e8e\u5e38\u89c1\u7684\u80f0\u817a\u5bfc\u7ba1\u817a\u764c\uff08PDAC\uff09\u4e9a\u578b\uff0c\u7075\u654f\u5ea6\u4e3a 97.2%\uff0c\u7279\u5f02\u6027\u4e3a 97.3%\uff1b\u5bf9\u4f53\u79ef\u8f83\u5c0f\u7684 PDAC\uff08\u76f4\u5f84 < 2 cm\uff09\u68c0\u6d4b\u7075\u654f\u5ea6\u8fbe 85.7%\u3002<\/li>\n\n\n\n
    • \u5916\u90e8\u591a\u4e2d\u5fc3\u8bd5\u9a8c\u961f\u5217<\/strong>\uff1a\u9009\u53d6\u6765\u81ea\u4e2d\u56fd\u3001\u4e2d\u56fd\u53f0\u6e7e\u548c\u6377\u514b\u5171\u548c\u56fd\u7684 5337 \u4f8b\u60a3\u8005\u7684\u975e\u5bf9\u6bd4\u8179\u90e8 CT \u626b\u63cf\u7ed3\u679c\u8fdb\u884c\u68c0\u6d4b\uff0cPANDA \u68c0\u6d4b\u75c5\u53d8\u7684\u7075\u654f\u5ea6\u4e3a 93.3%\uff0c\u7279\u5f02\u6027\u4e3a 98.8%\u3002\u5bf9\u4e8e PDAC \u4e9a\u578b\u60a3\u8005\uff0c\u603b\u4f53\u68c0\u51fa\u7387\u4e3a 96.5%\uff0c\u68c0\u6d4b\u654f\u611f\u6027\u4e3a 90.1%\uff0c\u7279\u5f02\u6027\u4e3a 95.7%\u3002\u5bf9\u4e8e\u4f53\u79ef\u8f83\u5c0f\u7684 PDAC \u75c5\u53d8\uff08\u76f4\u5f84 < 2 cm\uff09\uff0c\u68c0\u6d4b\u7075\u654f\u5ea6\u9ad8\u8fbe 92.2%\u3002<\/li>\n\n\n\n
    • \u5927\u89c4\u6a21\u4e34\u5e8a\u8bc4\u4ef7<\/strong>\uff1a\u7b2c\u4e00\u6b21\u4e34\u5e8a\u8bd5\u9a8c\u4e2d\uff0c\u5bf9\u4e8e\u75c5\u53d8\u68c0\u6d4b\uff0cPANDA \u7684\u603b\u7075\u654f\u5ea6\u4e3a 84.6%\uff0c\u7279\u5f02\u6027\u4e3a 99.5%\uff0c\u5bf9\u4e8e PDAC \u9274\u5b9a\uff0c\u603b\u7075\u654f\u5ea6\u4e3a 95.5%\uff0c\u7279\u5f02\u6027\u4e3a 99.9%\uff0c\u9633\u6027\u9884\u6d4b\u503c\uff08PPV\uff09\u4e3a 68.9%\u3002\u5728\u4f53\u68c0\u3001\u6025\u8bca\u3001\u95e8\u8bca\u548c\u4f4f\u9662\u56db\u79cd\u60c5\u51b5\u4e0b\uff0c\u5bf9\u4f4f\u9662\u60a3\u8005\u75c5\u53d8\u7684\u654f\u611f\u5ea6\u6700\u9ad8\u4e3a 88.6%\uff0c\u5bf9\u4f53\u68c0\u60a3\u8005\u7684\u7279\u5f02\u6027\u6700\u9ad8\u4e3a 99.8%\u3002\u7814\u7a76\u4eba\u5458\u8fdb\u4e00\u6b65\u5347\u7ea7\u751f\u6210 PANDA Plus \u6a21\u578b\uff0c\u5728\u4fdd\u7559\u4e0e PANDA \u76f8\u540c\u7075\u654f\u5ea6\u57fa\u7840\u4e0a\uff0c\u663e\u8457\u51cf\u5c11 80% \u4ee5\u4e0a\u7684\u5047\u9633\u6027\uff0c\u75c5\u53d8\u68c0\u6d4b\u548c PDAC \u9274\u5b9a\u7684\u7279\u5f02\u6027\u5747\u8fbe\u5230 99.9%\uff0c\u8fd8\u80fd\u68c0\u6d4b\u5230\u6700\u521d\u6807\u51c6\u6cbb\u7597\u672a\u53d1\u73b0\u7684 5 \u4f8b\u80f0\u817a\u75c5\u53d8\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
    • \u5e94\u7528\u60c5\u51b5<\/strong>\uff1aPANDA \u6a21\u578b\u5df2\u5728\u533b\u9662\u3001\u4f53\u68c0\u7b49\u573a\u666f\u88ab\u8c03\u7528\u8d85\u8fc7 50 \u4e07\u6b21\uff0c\u6bcf 1000 \u6b21\u53ea\u51fa\u73b0\u4e00\u6b21\u5047\u9633\u6027\u3002\u5176\u5e94\u7528\u63d0\u5347\u4e86\u80f0\u817a\u764c\u7684\u68c0\u51fa\u7387\uff0c\u53c8\u672a\u7ed9\u75c5\u4eba\u5e26\u6765\u989d\u5916\u8f90\u5c04\u4e0e\u7ecf\u6d4e\u8d1f\u62c5\uff0c\u8fd8\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u6539\u53d8\u4e86\u62a4\u7406\u8bca\u65ad\u6807\u51c6\uff0c\u68c0\u6d4b\u5230\u4e86\u4e00\u4e9b\u521d\u59cb\u62a4\u7406\u6807\u51c6\u672a\u68c0\u6d4b\u5230\u7684\u80f0\u817a\u75c5\u53d8\uff0c\u6709\u5229\u4e8e\u60a3\u8005\u7684\u7ba1\u7406\u548c\u6cbb\u7597\u3002<\/li>\n<\/ul>\n\n\n\n

      \u6b64\u5916\uff0c\u8fbe\u6469\u9662\u533b\u7597 AI \u56e2\u961f\u6b63\u5728\u8054\u5408\u5168\u7403\u591a\u5bb6\u9876\u5c16\u533b\u7597\u673a\u6784\uff0c\u7ee7\u7eed\u5229\u7528 AI \u6280\u672f\u63a2\u7d22\u4f4e\u5ec9\u3001\u9ad8\u6548\u7684\u591a\u764c\u7b5b\u67e5\u65b0\u65b9\u6cd5\uff0c\u5e0c\u671b\u80fd\u8ba9\u4eba\u4eec\u901a\u8fc7\u4e00\u6b21\u5e73\u626b CT \u5c31\u67e5\u51fa\u591a\u79cd\u65e9\u671f\u764c\u75c7\uff0c\u5e76\u5728\u591a\u79cd\u9ad8\u53d1\u764c\u75c7\u4e0a\u53d6\u5f97\u4e86\u9636\u6bb5\u6027\u8fdb\u5c55\u3002\u540c\u65f6\uff0c\u7814\u7a76\u56e2\u961f\u4e5f\u5728\u901a\u8fc7\u589e\u5f3a\u7b97\u6cd5\u3001\u6269\u5927\u6570\u636e\u96c6\u3001\u786c\u4f8b\u6316\u6398\u3001\u589e\u91cf\u5b66\u4e60\u7b49\u65b9\u5f0f\u8fdb\u4e00\u6b65\u4f18\u5316 PANDA \u6a21\u578b\uff0c\u4ee5\u4f7f\u5176\u80fd\u9002\u5e94\u66f4\u591a\u79cd\u65cf\u548c\u5730\u533a\u7684\u60a3\u8005\u7fa4\u4f53\uff0c\u786e\u4fdd\u5176\u5728\u5b9e\u9645\u533b\u7597\u73af\u5883\u4e2d\u7684\u5b89\u5168\u6027\u3001\u6709\u6548\u6027\u548c\u7ecf\u6d4e\u6027\u3002<\/p>\n\n\n\n

      \u76ee\u524d\u6ca1\u6709\u516c\u5f00\u7684 PANDA \u6a21\u578b\u5b98\u65b9\u7f51\u7ad9\u3002\u76f8\u5173\u7814\u7a76\u6210\u679c\u5df2\u53d1\u8868\u5728\u56fd\u9645\u9876\u7ea7\u671f\u520a\u300a\u81ea\u7136\u30fb\u533b\u5b66\u300b\u4e0a\uff0c\u8bba\u6587\u6807\u9898\u4e3a\u300aLarge – scale pancreatic cancer detection via non – contrast CT and deep learning\u300b\u3002\u5982\u679c\u4f60\u60f3\u4e86\u89e3\u66f4\u591a\u5173\u4e8e PANDA \u6a21\u578b\u7684\u4fe1\u606f\uff0c\u53ef\u4ee5\u67e5\u9605\u8be5\u8bba\u6587\u6216\u5173\u6ce8\u963f\u91cc\u8fbe\u6469\u9662\u53d1\u5e03\u7684\u76f8\u5173\u8d44\u8baf\u3002<\/p>\n\n\n\n

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

      \u4ee5\u4e0b\u662f\u5176\u4ed6\u4e00\u4e9b\u7684\u533b\u7597\u5f71\u50cf AI\uff1a<\/p>\n\n\n\n

        \n
      • CHIEF \u6a21\u578b<\/strong>6\n
          \n
        • \u5f00\u53d1\u56e2\u961f<\/strong>\uff1a\u7531\u54c8\u4f5b\u5927\u5b66\u533b\u5b66\u9662\u751f\u7269\u533b\u5b66\u4fe1\u606f\u5b66\u7cfb\u7684\u4f59\u5764\u5174\u6559\u6388\u56e2\u961f\u5f00\u53d1\u3002<\/li>\n\n\n\n
        • \u529f\u80fd\u4e0e\u7279\u70b9<\/strong>\uff1a\u901a\u8fc7\u5bf9\u5927\u91cf\u75c5\u7406\u56fe\u50cf\u7684\u5b66\u4e60\uff0c\u80fd\u8bca\u65ad 19 \u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u764c\u75c7\uff0c\u68c0\u6d4b\u51c6\u786e\u7387\u63a5\u8fd1 94%\uff0c\u5728\u98df\u9053\u764c\u3001\u80c3\u764c\u3001\u524d\u5217\u817a\u764c\u7b49\u7279\u5b9a\u764c\u75c7\u7c7b\u578b\u4e2d\u51c6\u786e\u7387\u66f4\u9ad8\u8fbe 96%\u3002\u8fd8\u53ef\u9884\u6d4b\u591a\u79cd\u764c\u75c7\u60a3\u8005\u7684\u5b58\u6d3b\u7387\uff0c\u8bc6\u522b\u80bf\u7624\u5468\u56f4\u5fae\u73af\u5883\u7279\u5f81\uff0c\u4e3a\u4e2a\u6027\u5316\u6cbb\u7597\u63d0\u4f9b\u4f9d\u636e\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
        • LYNA \u7cfb\u7edf<\/strong>3\n
            \n
          • \u5f00\u53d1\u56e2\u961f<\/strong>\uff1aGoogle Health \u56e2\u961f\u5f00\u53d1\u3002<\/li>\n\n\n\n
          • \u529f\u80fd\u4e0e\u7279\u70b9<\/strong>\uff1a\u4e3b\u8981\u7528\u4e8e\u68c0\u6d4b\u4e73\u817a\u764c\u6dcb\u5df4\u7ed3\u5fae\u8f6c\u79fb\uff0c\u91c7\u7528\u591a\u4efb\u52a1\u5b66\u4e60\u6846\u67b6\uff0c\u540c\u6b65\u9884\u6d4b\u8f6c\u79fb\u7076\u4f4d\u7f6e\u4e0e\u539f\u53d1\u80bf\u7624\u7279\u5f81\u3002\u5728\u4e34\u5e8a\u8bd5\u9a8c\u4e2d\uff0c\u654f\u611f\u5ea6\u8fbe 98.6%\uff0c\u7279\u5f02\u6027 99.3%\uff0c\u4f7f\u75c5\u7406\u533b\u751f\u590d\u67e5\u65f6\u95f4\u51cf\u5c11 75%\uff0c\u5fae\u5c0f\u75c5\u7076\uff08<0.2mm\uff09\u68c0\u51fa\u7387\u63d0\u5347 5 \u500d\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
          • Clara \u6846\u67b6<\/strong>3\n
              \n
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