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href=\"https:\/\/www.nytimes.com\/2018\/08\/10\/well\/can-you-screen-for-early-pancreatic-cancer.html\">\u65e9\u671f\u53d1\u73b0\u6781\u5176\u56f0\u96be<\/a>\u3002\u75c7\u72b6\u5f80\u5f80\u8981\u7b49\u5230\u764c\u75c7\u6076\u5316\u4e4b\u540e\u624d\u4f1a\u51fa\u73b0\u3002<\/p>\n<p><img data-opt-id=912427215  fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-hbmt\/00china-ai-cancer-hbmt-master1050.jpg\" \/><small>\u9000\u4f11\u6ce5\u74e6\u5de5\u90b1\u55e3\u519b\u4e0e\u6731\u67ef\u78ca\u533b\u751f\uff0c\u6444\u4e8e2024\u5e7411\u6708\u3002\u8fd9\u4e2a\u65b0\u5de5\u5177\u5e2e\u52a9\u533b\u751f\u5728\u65e9\u671f\u53d1\u73b0\u4e86\u90b1\u5148\u751f\u7684\u80f0\u817a\u764c\u3002<\/small><\/p>\n<p><img data-opt-id=912427215  fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-03-lpqv\/00china-ai-cancer-03-lpqv-master1050.jpg\" \/><small>\u67e5\u770b\u90b1\u5148\u751f\u7684\u626b\u63cf\u7ed3\u679c\u3002\u8be5\u5de5\u5177\u5728\u5e73\u626bCT\u5f71\u50cf\u4e2d\u5bfb\u627e\u80f0\u817a\u764c\u8ff9\u8c61\uff0c\u8fd9\u7c7b\u626b\u63cf\u4e0d\u5982\u589e\u5f3aCT\u6e05\u6670\u3002<\/small><\/p>\n<p>\u589e\u5f3aCT\u626b\u63cf\u7b49\u786e\u8bca\u624b\u6bb5\u6d89\u53ca\u5927\u91cf\u8f90\u5c04\uff0c\u56e0\u6b64\u8bb8\u591a\u4e13\u5bb6<a rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.uspreventiveservicestaskforce.org\/uspstf\/recommendation\/pancreatic-cancer-screening\">\u4e0d\u5efa\u8bae<\/a>\u666e\u53ca\u8fd9\u79cd\u7b5b\u67e5\u3002\u800c\u4f4e\u8f90\u5c04\u66ff\u4ee3\u65b9\u6848\u2014\u2014\u6bd4\u5982\u4e0d\u6ce8\u5c04\u9020\u5f71\u5242\u7684\u5e73\u626bCT\u2014\u2014\u751f\u6210\u7684\u56fe\u50cf\u6e05\u6670\u5ea6\u8f83\u4f4e\uff0c\u5bfc\u81f4\u653e\u5c04\u79d1\u533b\u751f\u96be\u4ee5\u8bc6\u522b\u5f02\u5e38\u75c5\u53d8\u3002<\/p>\n<p>\u4eba\u5de5\u667a\u80fd\u4e5f\u8bb8\u4f1a\u6539\u53d8\u8fd9\u4e00\u5207\u3002\u6731\u67ef\u78ca\u6240\u5728\u533b\u9662\u4f7f\u7528\u7684\u8fd9\u6b3e\u5de5\u5177\u7531\u4e2d\u56fd\u79d1\u6280\u5de8\u5934\u963f\u91cc\u5df4\u5df4\u96c6\u56e2\u7684\u7814\u7a76\u4eba\u5458\u5f00\u53d1\uff0c\u7ecf\u8fc7\u8bad\u7ec3\u540e\u53ef\u7528\u4e8e\u5728\u5e73\u626bCT\u4e2d\u8bc6\u522b\u80f0\u817a\u764c\u3002<\/p>\n<p>\u8fd9\u6b3e\u540d\u4e3aPANDA\uff08\u201c\u4eba\u5de5\u667a\u80fd\u80f0\u817a\u764c\u68c0\u6d4b\u7cfb\u7edf\u201d\u7684\u7f29\u5199\uff09\u7684\u5de5\u5177\uff0c\u4e8e2024\u5e7411\u6708\u5728\u6731\u67ef\u78ca\u6240\u5728\u7684\u5b81\u6ce2\u5927\u5b66\u9644\u5c5e\u4eba\u6c11\u533b\u9662\u6295\u5165\u4e34\u5e8a\u8bd5\u9a8c\u3002<\/p>\n<p>\u636e\u4ed6\u4ecb\u7ecd\uff0c\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u8fd9\u4e2a\u5de5\u5177\u5df2\u7ecf\u5206\u6790\u4e86\u903e18\u4e07\u4f8b\u8179\u90e8\u6216\u80f8\u90e8CT\uff0c\u5e2e\u52a9\u533b\u751f\u53d1\u73b0\u4e86\u4e8c\u5341\u591a\u4f8b\u80f0\u817a\u764c\uff0c\u5176\u4e2d14\u4f8b\u4e3a\u65e9\u671f\u3002\u5de5\u5177\u5171\u53d1\u73b0\u4e8620\u4f8b\u80f0\u817a\u5bfc\u7ba1\u817a\u764c\u2014\u2014\u8fd9\u662f<a href=\"https:\/\/www.nytimes.com\/2024\/11\/18\/health\/pancreatic-cancer-younger-people.html\">\u6700\u5e38\u89c1\u3001\u4e5f\u6700\u81f4\u547d\u7684<\/a>\u4e00\u79cd\u80f0\u817a\u764c\u3002\uff08\u90b1\u5148\u751f\u6240\u60a3\u7684\u795e\u7ecf\u5185\u5206\u6ccc\u80bf\u7624\u5219\u5c5e\u8f83\u7f55\u89c1\u4e14\u4fb5\u88ad\u6027\u8f83\u4f4e\u7684\u7c7b\u578b\u3002\uff09<\/p>\n<p>\u6731\u67ef\u78ca\u6307\u51fa\uff0c\u8fd9\u4e9b\u60a3\u8005\u5747\u56e0\u8179\u80c0\u6216\u6076\u5fc3\u7b49\u75c7\u72b6\u5c31\u8bca\uff0c\u4e00\u5f00\u59cb\u5e76\u672a\u63a5\u53d7\u80f0\u817a\u4e13\u79d1\u68c0\u67e5\u3002\u5176\u4e2d\u591a\u4f8bCT\u5f71\u50cf\u5728\u7ecfAI\u5de5\u5177\u6807\u8bb0\u524d\u672a\u5f15\u53d1\u4efb\u4f55\u8b66\u62a5\u3002<\/p>\n<p>\u201c\u8fd9\u4e9b\u4eba\u6211\u53ef\u4ee5\u8bf4\u767e\u5206\u4e4b\u4e00\u767e\u662fAI\u6551\u4e86\u4ed6\u7684\u547d\uff0c\u201d\u4ed6\u8868\u793a\u3002<\/p>\n<figure><img data-opt-id=912427215  decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-05-lpqv\/00china-ai-cancer-05-lpqv-master1050.jpg\" alt=\"\u5b81\u6ce2\u5927\u5b66\u9644\u5c5e\u4eba\u6c11\u533b\u9662\u7684\u5c31\u8bca\u8005\u3002\n\" data-src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-05-lpqv\/00china-ai-cancer-05-lpqv-master1050.jpg\" \/><figcaption>\u5b81\u6ce2\u5927\u5b66\u9644\u5c5e\u4eba\u6c11\u533b\u9662\u7684\u5c31\u8bca\u8005\u3002 <cite><\/cite><\/figcaption><\/figure>\n<p><img data-opt-id=912427215  decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-07-lpqv\/00china-ai-cancer-07-lpqv-master1050.jpg\" \/><small>\u8fd9\u6b3e\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u540d\u4e3aPANDA\uff0c\u7531\u4e2d\u56fd\u79d1\u6280\u516c\u53f8\u963f\u91cc\u5df4\u5df4\u96c6\u56e2\u7814\u53d1\u3002<\/small><\/p>\n<p>\u4eca\u5e744\u6708\uff0c\u963f\u91cc\u5df4\u5df4\u5ba3\u5e03\u7f8e\u56fd\u98df\u54c1\u836f\u54c1\u76d1\u7763\u7ba1\u7406\u5c40\u5df2\u8ba4\u5b9aPANDA\u4e3a\u201c\u7a81\u7834\u6027\u533b\u7597\u5668\u68b0\u201d\uff0c\u610f\u5473\u7740\u5176\u8bc4\u5ba1\u6d41\u7a0b\u5c06\u52a0\u901f\uff0c\u4ee5\u4fbf\u66f4\u5feb\u8fdb\u5165\u5e02\u573a\u3002\u8be5\u7cfb\u7edf\u76ee\u524d\u4e5f\u5728\u4e2d\u56fd\u8fdb\u884c\u591a\u4e2a\u4e34\u5e8a\u8bd5\u9a8c\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u63d0\u9192\u8bf4\uff0c\u8fd8\u9700\u8981\u66f4\u591a\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\uff0c\u6765\u8bc1\u660e\u8fd9\u6b3e\u5de5\u5177\u80fd\u5426\u53d1\u73b0\u8db3\u591f\u591a\u7684\u65e9\u671f\u75c5\u4f8b\uff0c\u4ece\u800c\u62b5\u6d88\u8bef\u62a5\u548c\u4e0d\u5fc5\u8981\u68c0\u67e5\u5e26\u6765\u7684\u98ce\u9669\u3002\u7531\u4e8e\u80f0\u817a\u764c\u603b\u4f53\u53d1\u75c5\u7387\u8f83\u4f4e\uff0c\u4e16\u754c\u5404\u5730\u7684\u79d1\u5b66\u5bb6\u6b63\u5728\u7814\u7a76\u5176\u4ed6\u501f\u52a9\u4eba\u5de5\u667a\u80fd\u7684\u65e9\u671f\u7b5b\u67e5\u65b9\u6cd5\uff0c\u800c\u4e14\u66f4\u4fa7\u91cd\u4e8e\u9ad8\u98ce\u9669\u4eba\u7fa4\u3002<\/p>\n<p>\u5bf9\u4e8e\u5e73\u626bCT\u80fd\u5426\u63d0\u4f9b\u4e0e\u5176\u4ed6\u5f71\u50cf\u68c0\u67e5\u540c\u7b49\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u591a\u4f4d\u672a\u53c2\u4e0e\u4e2d\u56fd\u8fd9\u9879\u7814\u7a76\u7684\u4e13\u5bb6\u6301\u6000\u7591\u6001\u5ea6\u3002<\/p>\n<p>\u963f\u91cc\u5df4\u5df4\u7814\u7a76\u673a\u6784\u8fbe\u6469\u9662\u8d44\u6df1\u7b97\u6cd5\u4e13\u5bb6\u3001PANDA\u7684\u7814\u53d1\u8005\u4e4b\u4e00\u5f20\u7075\u5766\u8a00\uff0c\u5c31\u8fde\u7814\u53d1\u56e2\u961f\u6700\u521d\u4e5f\u6709\u540c\u6837\u62c5\u5fe7\u3002<\/p>\n<p>\u4e3a\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4ed6\u4eec\u8bf7\u4e00\u540d\u653e\u5c04\u79d1\u533b\u751f\u57282000\u591a\u540d\u5df2\u77e5\u80f0\u817a\u764c\u60a3\u8005\u7684\u589e\u5f3aCT\u5f71\u50cf\u4e0a\u624b\u52a8\u6807\u6ce8\u4e86\u75c5\u7076\u4f4d\u7f6e\u3002\u5de5\u7a0b\u5e08\u968f\u540e\u901a\u8fc7\u7b97\u6cd5\u5c06\u8fd9\u4e9b\u6807\u6ce8\u75c5\u7076\u6620\u5c04\u81f3\u540c\u4e00\u60a3\u8005\u7684\u5e73\u626bCT\u5f71\u50cf\u4e0a\uff0c\u518d\u5c06\u5e73\u626b\u5f71\u50cf\u8f93\u5165AI\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u4f7f\u5176\u80fd\u5728\u6e05\u6670\u5ea6\u8f83\u4f4e\u7684\u56fe\u50cf\u4e2d\u8bc6\u522b\u6f5c\u5728\u764c\u75c7\u3002<\/p>\n<p>\u6839\u636e2023\u5e74<a rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.nature.com\/articles\/s41591-023-02640-w\">\u53d1\u8868\u5728\u300a\u81ea\u7136\u00b7\u533b\u5b66\u300b\u4e0a\u7684\u7814\u7a76\u8bba\u6587<\/a>\uff0c\u5f53\u8fd9\u6b3e\u5de5\u5177\u968f\u540e\u5728\u8d85\u8fc720000\u4f8b\u5e73\u626bCT\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u65f6\uff0c\u5b83\u80fd\u591f\u51c6\u786e\u8bc6\u522b\u51fa93%\u7684\u80f0\u817a\u75c5\u7076\u60a3\u8005\u3002<\/p>\n<p>\u201c\u8fd9\u6837\u7684\u6548\u679c\u5176\u5b9e\u8ba9\u6211\u4eec\u5f88\u60ca\u8bb6\uff0c\u201d\u5f20\u7075\u8bf4\u3002<\/p>\n<p>\u5728\u5b81\u6ce2\u8fd9\u5bb6\u533b\u9662\uff0c\u8be5\u7cfb\u7edf\u53ea\u7528\u4e8e\u5206\u6790\u533b\u751f\u672c\u6765\u5c31\u5df2\u7ecf\u5f00\u5177\u68c0\u67e5\u7684\u5f71\u50cf\uff0c\u56e0\u6b64\u4e0d\u4f1a\u7ed9\u533b\u9662\u6216\u60a3\u8005\u589e\u52a0\u989d\u5916\u7684\u68c0\u6d4b\u6210\u672c\u3002\uff08\u5728\u4e2d\u56fd\uff0c<a rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC8182701\/\">\u5f88\u591a\u4eba\u628a\u5e73\u626bCT\u4f5c\u4e3a\u5e74\u5ea6\u4f53\u68c0\u7684\u4e00\u90e8\u5206<\/a>\uff1b\u5728\u5b81\u6ce2\u8fd9\u5bb6\u533b\u9662\uff0c\u4e00\u6b21\u5e73\u626bCT\u68c0\u67e5\u5728\u4fdd\u9669\u62a5\u9500\u524d\u7684\u8d39\u7528\u5927\u7ea6\u662f180\u5143\u3002\uff09<\/p>\n<p><img data-opt-id=912427215  decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-04-lpqv\/00china-ai-cancer-04-lpqv-master1050.jpg\" \/><small>PANDA\u6b63\u5728\u4e2d\u56fd\u5f00\u5c55\u591a\u9879\u4e34\u5e8a\u8bd5\u9a8c\uff0c\u5176\u4e2d\u4e00\u9879\u5c31\u5728\u5b81\u6ce2\u7684\u8fd9\u6240\u533b\u9662\u8fdb\u884c\u3002<\/small><\/p>\n<p><img data-opt-id=912427215  decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-06-lpqv\/00china-ai-cancer-06-lpqv-master1050.jpg\" 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data-opt-id=912427215  decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-08-lpqv\/00china-ai-cancer-08-lpqv-master1050.jpg\" \/><small>\u5b81\u6ce2\u5927\u5b66\u9644\u5c5e\u4eba\u6c11\u533b\u9662\u7684\u4e00\u95f4\u5019\u8bca\u5ba4\u3002\u7814\u7a76\u4eba\u5458\u8868\u793a\uff0c\u9700\u8981\u66f4\u591a\u6570\u636e\u6765\u8bc1\u660ePANDA\u80fd\u5426\u53d1\u73b0\u8db3\u591f\u591a\u7684\u65e9\u671f\u75c5\u4f8b\uff0c\u4ece\u800c\u62b5\u6d88\u8bef\u62a5\u548c\u4e0d\u5fc5\u8981\u68c0\u67e5\u5e26\u6765\u7684\u98ce\u9669\u3002<\/small><\/p>\n<p><img data-opt-id=912427215  decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=static01.nyt.com\/images\/2025\/11\/25\/multimedia\/00china-ai-cancer-jqpg\/00china-ai-cancer-jqpg-master1050.jpg\" 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