CCKS 2025 \u5de5\u4e1a\u8bba\u575b<\/title>\n<style>\n :root{ --text:#222; --muted:#555; --border:#e5e7eb; }\n body{\n font-family:system-ui,-apple-system,Segoe UI,Roboto,\"Noto Sans SC\",\"PingFang SC\",\"Hiragino Sans GB\",Arial,sans-serif;\n line-height:1.65; margin:40px; color:var(--text)\n }\n h2{font-size:1.6rem;margin:1.4em 0 .6em}\n h3{font-size:1.2rem;margin:1.2em 0 .3em}\n p{margin:.5em 0}\n\n \/* \u56fe\u7247\u5355\u72ec\u5c45\u4e2d\u653e\u5927\uff08\u4e0e\u53c2\u8003\u9875\u4e00\u81f4\u7684\u5c55\u793a\u8282\u594f\uff09 *\/\n .speaker{display:block;margin:1.6em 0}\n .speaker .pic{\n display:block; width:280px; \/* \u9002\u5f53\u653e\u5927 *\/\n object-fit:cover; border-radius:12px;\n border:1px solid var(--border);\n margin:10px auto 16px; \/* \u5c45\u4e2d\u5e76\u7559\u767d *\/\n }\n .speaker .meta h3{font-size:1.25rem;margin:.2em 0 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<p>\u4e3b\u8981\u7814\u7a76\u65b9\u5411\uff1a\u4eba\u5de5\u667a\u80fd\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u533b\u5b66\u4fe1\u606f\u5b66\u3001\u533b\u7597\u65f6\u5e8f\u6570\u636e\u5206\u6790\u3001\u591a\u6a21\u6001\u4fe1\u606f\u5904\u7406\u7b49\u3002OHDSI\u4e2d\u56fd\u7ec4\u6838\u5fc3\u6210\u5458\uff0c\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u7406\u4e8b\uff0c\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u201c\u533b\u7597\u5065\u5eb7\u4e0e\u751f\u7269\u4fe1\u606f\u5904\u7406\u201d\u4e13\u4e1a\u59d4\u5458\u4f1a\u526f\u4e3b\u4efb\u517c\u79d8\u4e66\u957f\uff0c\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u9752\u5e74\u7406\u4e8b\uff0c\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1aYOCSEF\u6df1\u5733\u4e3b\u5e2d\uff082022-2023\uff09\u3002\u8fd1\u5e74\u6765\uff0c\u5728\u56fd\u9645\u77e5\u540d\u671f\u520a\u548c\u4f1a\u8bae\u4e0a\u53d1\u8868\u5b66\u672f\u8bba\u6587200+\u7bc7\uff0c\u5176\u4e2dSCI\u68c0\u7d22\u8bba\u658780+\u7bc7\uff1b\u83b7\u53d1\u660e\u4e13\u522912\u9879\uff1b\u76f8\u5173\u7814\u7a76\u6210\u679c\u83b7\u7701\u4e00\u7b49\u59561\u9879\uff0c\u5e02\u79d1\u6280\u521b\u65b0\u59561\u9879\uff0c\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u201c\u94b1\u4f1f\u957f\u4e2d\u6587\u4fe1\u606f\u5904\u7406\u201d\u9752\u5e74\u521b\u65b0\u5956\uff0c\u5e02\u81ea\u7136\u79d1\u5b66\u6280\u672f\u4e8c\u7b49\u59561\u9879\uff1b\u7ec4\u7ec7\u53c2\u52a0\u76f8\u5173\u7814\u7a76\u9886\u57df\u56fd\u9645\u8bc4\u6d4b\uff0c15\u6b21\u83b7\u5f97\u7b2c\u4e00\u540d\uff0c1\u6b21\u7279\u7b49\u5956\uff1b\u7275\u5934\u6784\u5efa\u4e86\u56fd\u5185\u9996\u4e2a\u5305\u542b\u4efb\u52a1\u6700\u591a\u7684\u516c\u5f00\u4e2d\u6587\u4e34\u5e8a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u6570\u636e\u96c6CBLUE\uff0c2\u6b21\u83b7\u5f97\u6700\u4f73\u4f1a\u8bae\u8bba\u6587\u5956\uff0c\u591a\u6b21\u5165\u9009Stanford\u5168\u7403\u524d2%\u79d1\u5b66\u5bb6\u699c\u5355\uff0c\u8bba\u6587Google scholar\u5f15\u75286500+\u6b21\uff0cH-index\u4e3a39\u3002\u5148\u540e\u627f\u62c5\u56fd\u5bb6\u3001\u7701\u5e02\u3001\u4f01\u4e1a\u5408\u4f5c\u9879\u76ee40+\u9879\u3002<\/p>\n <\/div>\n<\/div>\n\n<h2>\u62a5\u544a\u4e00<\/h2>\n<div class=\"speaker\">\n <img decoding=\"async\" class=\"pic\" src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/yusheng.jpg\" alt=\"\u4fde\u58f0\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u4fde\u58f0\uff08\u6e05\u534e\u5927\u5b66\u7edf\u8ba1\u4e0e\u6570\u636e\u79d1\u5b66\u7cfb \u957f\u8058\u526f\u6559\u6388\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u7535\u5b50\u75c5\u5386\u7ed3\u6784\u5316\u4e0e\u533b\u5b66\u672c\u4f53\u5efa\u8bbe<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u7535\u5b50\u75c5\u5386\u5305\u542b\u60a3\u8005\u8bca\u7597\u8fc7\u7a0b\u4e2d\u7684\u4e30\u5bcc\u533b\u5b66\u4fe1\u606f\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u4fe1\u606f\u63d0\u53d6\u5e76\u5bf9\u672f\u8bed\u8fdb\u884c\u6807\u51c6\u5316\uff0c\u8f6c\u5316\u4e3a\u89c4\u8303\u7684\u7ed3\u6784\u5316\u6570\u636e\uff0c\u53ef\u4ee5\u4e3a\u533b\u5b66\u7814\u7a76\u4e0e\u4e34\u5e8a\u81ea\u52a8\u5316\u63d0\u4f9b\u4e30\u5bcc\u7684\u6570\u636e\u652f\u6301\u3001\u5927\u5e45\u964d\u4f4e\u4eba\u529b\u6210\u672c\u3001\u63d0\u9ad8\u79d1\u7814\u6570\u636e\u91c7\u96c6\u4e0e\u533b\u9662\u7ba1\u7406\u6548\u7387\u3002\u7136\u800c\uff0c\u771f\u5b9e\u7684\u4e34\u5e8a\u75c5\u5386\u7528\u8bed\u9ad8\u5ea6\u4e2a\u6027\u5316\u3001\u5b58\u5728\u5927\u91cf\u7b80\u79f0\u548c\u975e\u6807\u51c6\u8868\u8fbe\uff0c\u7535\u5b50\u75c5\u5386\u7684\u7ed3\u6784\u5316\u3001\u6807\u51c6\u5316\u5bf9\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177\u548c\u57fa\u7840\u8bbe\u65bd\u90fd\u662f\u5de8\u5927\u6311\u6218\u3002\u672c\u62a5\u544a\u5c06\u4ecb\u7ecd\u5229\u7528\u5927\u6a21\u578b\u4e2d\u7684\u5e9e\u5927\u80cc\u666f\u77e5\u8bc6\uff0c\u5b9e\u73b0\u7535\u5b50\u75c5\u5386\u7684\u51c6\u786e\u7406\u89e3\uff0c\u5e76\u5728\u5176\u672f\u8bed\u62bd\u53d6\u7684\u57fa\u7840\u4e0a\uff0c\u5229\u7528\u5927\u6a21\u578b\u5b9e\u73b0\u5927\u89c4\u6a21\u6570\u636e\u9a71\u52a8\u7684\u533b\u5b66\u672c\u4f53\u81ea\u52a8\u5316\u5efa\u8bbe\u3002<\/p>\n <p><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong>\u4fde\u58f0\uff0c\u6e05\u534e\u5927\u5b66\u7edf\u8ba1\u4e0e\u6570\u636e\u79d1\u5b66\u7cfb\u957f\u8058\u526f\u6559\u6388\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u533b\u5b66\u6587\u672c\u7c7b\u667a\u80fd\uff0c\u5305\u62ec\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001\u77e5\u8bc6\u56fe\u8c31\u3001\u641c\u7d22\u5f15\u64ce\u3001\u7535\u5b50\u75c5\u5386\u5206\u6790\u7b49\u3002\u4fde\u58f0\u4e0e\u54c8\u4f5b\u5927\u5b66\u8521\u5929\u897f\u6559\u6388\u5408\u4f5c\u53d1\u660e\u7684\u9ad8\u901a\u91cf\u8868\u578b\u63d0\u53d6\u6280\u672f\u4f7f\u75be\u75c5\u8868\u578b\u8bc6\u522b\u7b97\u6cd5\u5f00\u53d1\u901f\u5ea6\u63d0\u9ad8\u5343\u500d\uff0c\u5e94\u7528\u4e8e\u201cMillion Veteran Program\u201d\u7b49\u7f8e\u56fd\u56fd\u5bb6\u7ea7\u7cbe\u51c6\u533b\u5b66\u7814\u7a76\u9879\u76ee\u4ee5\u53caMass General Brigham\u7b49\u533b\u9662\u7684\u751f\u7269\u6837\u672c\u5e93\u3001\u79d1\u7814\u60a3\u8005\u6ce8\u518c\u5e93\u5efa\u8bbe\u3002\u4fde\u58f0\u4e3b\u6301\u5f00\u53d1\u4e86\u62e5\u67092210\u4e07\u6982\u5ff5\u30014602\u4e07\u4e2d\u82f1\u6587\u672f\u8bed\u30019985\u4e07\u5173\u7cfb\u4e09\u5143\u7ec4\u7684\u201c\u751f\u7269\u533b\u5b66\u4fe1\u606f\u5b66\u672c\u4f53\u7cfb\u7edf\u201dBIOS\uff0c\u4f53\u91cf\u8fbe\u5230\u7f8e\u56fd\u201c\u7edf\u4e00\u533b\u5b66\u8bed\u8a00\u7cfb\u7edf\u201dUMLS\u7684\u6570\u500d\u3002\u4fde\u58f0\u4e0e\u8521\u5929\u897f\u6559\u6388\u4e8e2014\u5e74\u53d1\u5e03\u4e86\u7535\u5b50\u75c5\u5386\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7cfb\u7edfNILE\uff0c\u88ab10\u4e2a\u56fd\u5bb6\u548c\u5730\u533a\u7684\u533b\u5b66\u7814\u7a76\u673a\u6784\u548c\u5b66\u8005\u4f7f\u7528\uff1b2024\u5e74\uff0c\u4fde\u58f0\u4e0e\u8521\u5929\u897f\u3001Isaac Kohane\u8bfe\u9898\u7ec4\u8054\u5408\u53d1\u5e03\u4e2d\u82f1\u6587\u7535\u5b50\u75c5\u5386\u7ed3\u6784\u5316\u5927\u6a21\u578bGENIE\u3002\u4fde\u58f0\u83b7\u8bc4\u56fd\u5bb6\u9752\u5e74\u62d4\u5c16\u4eba\u624d\uff0c\u73b0\u4efbJASA Associate Editor\u3002<\/p>\n <\/div>\n<\/div>\n\n<h2>\u62a5\u544a\u4e8c<\/h2>\n<div class=\"speaker\">\n <img decoding=\"async\" class=\"pic\" src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/dujian.jpg\" alt=\"\u675c\u5efa\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u675c\u5efa\uff08\u5317\u4eac\u5927\u5b66\u5065\u5eb7\u533b\u7597\u5927\u6570\u636e\u56fd\u5bb6\u7814\u7a76\u9662 \u52a9\u7406\u6559\u6388\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u56e0\u679c\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u53ca\u5176\u5728\u91cd\u5927\u6162\u75c5\u7ba1\u7406\u4e2d\u7684\u5e94\u7528<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u56e0\u679c\u77e5\u8bc6\u56fe\u8c31\uff08\u7b80\u79f0\u56e0\u679c\u56fe\uff09\u662f\u6307\u5bfc\u89c2\u5bdf\u6027\u6570\u636e\u56e0\u679c\u63a8\u65ad\u548c\u589e\u5f3a\u5065\u5eb7\u51b3\u7b56\u53ef\u89e3\u91ca\u6027\u7684\u57fa\u77f3\u3002\u672c\u62a5\u544a\u5c06\u4ecb\u7ecd\u4ece\u77e5\u8bc6\u56fe\u8c31\u4e2d\u81ea\u52a8\u751f\u6210\u56e0\u679c\u56fe\u7684\u7b56\u7565\uff0c\u5c24\u5176\u662f\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u5f00\u5c55\u5065\u5eb7\u8bc1\u636e\u63d0\u53d6\u548c\u56e0\u679c\u5f3a\u5ea6\u8bc4\u4f30\u7684\u65b0\u65b9\u6cd5\u3002\u5728\u6b64\u57fa\u7840\u4e0a\u5206\u4eab\u56e0\u679c\u56fe\u5728\u89c2\u5bdf\u6027\u7814\u7a76\u56e0\u679c\u5efa\u6a21\u53d8\u91cf\u9009\u62e9\u3001\u751f\u547d\u5386\u7a0b\u75be\u75c5\u98ce\u9669\u94fe\u63a8\u7406\u4e0e\u65e9\u671f\u9884\u9632\u7b56\u7565\u5236\u5b9a\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n <p><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong>\u675c\u5efa\uff0c\u5317\u4eac\u5927\u5b66\u5065\u5eb7\u533b\u7597\u5927\u6570\u636e\u56fd\u5bb6\u7814\u7a76\u9662\u52a9\u7406\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\uff1a\u533b\u5b66\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u533b\u5b66\u77e5\u8bc6\u56fe\u8c31\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u3001\u5065\u5eb7\u4fe1\u606f\u6cbb\u7406\u4e0e\u5faa\u8bc1\u516c\u5171\u536b\u751f\u51b3\u7b56\u3002\u8fd15\u5e74\uff0c\u56f4\u7ed5\u4eba\u5de5\u667a\u80fd+\u5faa\u8bc1\u533b\u5b66\u4ea4\u53c9\u9886\u57df\uff0c\u4e3b\u6301\u79d1\u6280\u90e8\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u9752\u5e74\u79d1\u5b66\u5bb6\u9879\u76ee\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9762\u4e0a\u9879\u76ee\u54041\u9879\u3002\u76f8\u5173\u5de5\u4f5c\u4ee5\u7b2c\u4e00\u6216\u901a\u8baf\u4f5c\u8005\u53d1\u8868\u4e8eNature Communications\u3001Journal of the American Medical Informatics Association (JAMIA)\u3001Science Bulletin\u3001EClinicalMedicine\u3001Scientific Data\u7b49\u3002\u62c5\u4efbNature \u6570\u636e\u79d1\u5b66\u5b50\u520aScientific Data\u7f16\u59d4\uff1b\u62c5\u4efbHealth Data Science\uff0cBMC Medical Informatics and Decision Making\u7f16\u59d4\u3002<\/p>\n <\/div>\n<\/div>\n\n<h2>\u62a5\u544a\u4e09<\/h2>\n<div class=\"speaker\">\n <img decoding=\"async\" class=\"pic\" src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/luoling.jpg\" alt=\"\u7f57\u51cc\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u7f57\u51cc\uff08\u5927\u8fde\u7406\u5de5\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662 \u6559\u6388\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u751f\u7269\u533b\u5b66\u6587\u672c\u4fe1\u606f\u62bd\u53d6\uff1a\u4ece\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u5230\u5927\u8bed\u8a00\u6a21\u578b<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u751f\u7269\u533b\u5b66\u6587\u672c\u4f5c\u4e3a\u751f\u7269\u533b\u5b66\u77e5\u8bc6\u7684\u91cd\u8981\u8f7d\u4f53\uff0c\u662f\u751f\u7269\u533b\u5b66\u7814\u7a76\u7684\u6838\u5fc3\u8d44\u6e90\u4e4b\u4e00\uff0c\u8574\u542b\u7740\u4e30\u5bcc\u4e14\u591a\u6837\u7684\u9886\u57df\u77e5\u8bc6\u3002\u7ed3\u5408\u5b9e\u9645\u5e94\u7528\u9700\u6c42\uff0c\u5229\u7528\u9ad8\u6548\u7684\u4fe1\u606f\u62bd\u53d6\u6280\u672f\uff0c\u4ece\u6d77\u91cf\u751f\u7269\u533b\u5b66\u6587\u672c\u4e2d\u81ea\u52a8\u3001\u5feb\u901f\u4e14\u51c6\u786e\u5730\u83b7\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u5c06\u4e3a\u751f\u7269\u533b\u5b66\u9886\u57df\u7684\u7814\u7a76\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u652f\u6491\u3002\u672c\u6b21\u62a5\u544a\u5c06\u4ecb\u7ecd\u56e2\u961f\u5728\u751f\u7269\u533b\u5b66\u6587\u672c\u4fe1\u606f\u62bd\u53d6\u65b9\u9762\u7684\u7814\u7a76\u5de5\u4f5c\u4e0e\u6700\u65b0\u8fdb\u5c55\uff0c\u91cd\u70b9\u6db5\u76d6\u751f\u7269\u533b\u5b66\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u4e0e\u5b9e\u4f53\u5173\u7cfb\u62bd\u53d6\u4efb\u52a1\uff0c\u5185\u5bb9\u6d89\u53ca\u4ece\u57fa\u4e8e\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u7684\u65b9\u6cd5\u6f14\u8fdb\u5230\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u65b9\u6cd5\u63a2\u7d22\u3002<\/p>\n <p><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong>\u7f57\u51cc\uff0c\u5927\u8fde\u7406\u5de5\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662\u6559\u6388\uff0c\u535a\u5bfc\uff0c\u7f8e\u56fd\u56fd\u7acb\u536b\u751f\u7814\u7a76\u9662\uff08NIH\uff09\u535a\u58eb\u540e\uff0c\u56fd\u5bb6\u7ea7\u9752\u5e74\u4eba\u624d\u5165\u9009\u8005\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u751f\u7269\u533b\u5b66\u6587\u672c\u6316\u6398\u548c\u5065\u5eb7\u8ba1\u7b97\uff0c\u5df2\u5728\u4eba\u5de5\u667a\u80fd\u3001\u751f\u7269\u4fe1\u606f\u5b66\u7b49\u9886\u57df\u53d1\u8868\u9ad8\u6c34\u5e73\u671f\u520a\u548c\u4f1a\u8bae\u8bba\u658730\u4f59\u7bc7\u3002\u4e3b\u5bfc\u7814\u53d1\u4e86PhenoTagger\u3001AIONER\u7b49\u751f\u7269\u533b\u5b66\u6587\u672c\u6316\u6398\u5de5\u5177\u4ee5\u53ca\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u201c\u592a\u4e00\u201d\u3002\u5728\u56fd\u5185\u5916\u751f\u7269\u533b\u5b66\u6587\u672c\u6316\u6398\u76f8\u5173\u6311\u6218\u8d5b\u4e2d\u591a\u6b21\u83b7\u5f97\u7b2c\u4e00\u540d\u3002<\/p>\n <\/div>\n<\/div>\n\n<h2>\u62a5\u544a\u56db<\/h2>\n<div class=\"speaker\">\n <img decoding=\"async\" class=\"pic\" src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/xieqianqian.jpg\" alt=\"\u8c22\u5029\u5029\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u8c22\u5029\u5029\uff08\u6b66\u6c49\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u5b66\u9662 \u6559\u6388\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u533b\u7597\u9886\u57df\u77e5\u8bc6\u589e\u5f3a\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u5e94\u7528<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u4ee5\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e3a\u4ee3\u8868\u7684\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u6b63\u63a8\u52a8\u533b\u7597\u9886\u57df\u7684\u667a\u80fd\u5316\u8f6c\u578b\u3002LLM \u5728\u533b\u5b66\u6587\u672c\u7406\u89e3\u3001\u4e34\u5e8a\u63a8\u7406\u4e0e\u751f\u6210\u65b9\u9762\u5c55\u73b0\u51fa\u5de8\u5927\u6f5c\u529b\uff0c\u4f46\u5728\u9886\u57df\u77e5\u8bc6\u8986\u76d6\u3001\u8bca\u65ad\u53ef\u9760\u6027\u548c\u7ed3\u679c\u53ef\u89e3\u91ca\u6027\u4e0a\u4ecd\u5b58\u5728\u4e0d\u8db3\u3002\u533b\u7597\u9886\u57df\u7684\u7ed3\u6784\u5316\u4e0e\u975e\u7ed3\u6784\u5316\u77e5\u8bc6\uff0c\u4ee5\u53ca\u591a\u6e90\u5f02\u6784\u7684\u4e34\u5e8a\u4e0e\u79d1\u7814\u6570\u636e\uff0c\u4e3a\u63d0\u5347 LLM \u7684\u4e13\u4e1a\u80fd\u529b\u63d0\u4f9b\u4e86\u91cd\u8981\u652f\u6491\u3002\u5982\u4f55\u5c06\u9886\u57df\u77e5\u8bc6\u6709\u6548\u6ce8\u5165\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5e76\u5728\u533b\u7597\u573a\u666f\u4e2d\u5b9e\u73b0\u66f4\u9ad8\u7cbe\u5ea6\u3001\u66f4\u5f3a\u53ef\u89e3\u91ca\u6027\u7684\u5206\u6790\u4e0e\u51b3\u7b56\uff0c\u662f\u63a8\u52a8\u8be5\u6280\u672f\u843d\u5730\u7684\u6838\u5fc3\u95ee\u9898\u3002\u672c\u62a5\u544a\u5c06\u7ed3\u5408\u6211\u4eec\u5728\u8be5\u9886\u57df\u7684\u7814\u7a76\u6210\u679c\u4e0e\u601d\u8003\uff0c\u63a2\u8ba8\u533b\u7597\u9886\u57df\u77e5\u8bc6\u589e\u5f3a\u5927\u8bed\u8a00\u6a21\u578b\u7684\u53d1\u5c55\u73b0\u72b6\u3001\u5173\u952e\u6280\u672f\u4e0e\u5e94\u7528\u524d\u666f\u3002<\/p>\n <p><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong>\u8c22\u5029\u5029\uff0c\u6b66\u6c49\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u66fe\u4efb\u8036\u9c81\u5927\u5b66\u526f\u7814\u7a76\u5458\uff0c\u5148\u540e\u5728\u5eb7\u5948\u5c14\u5927\u5b66\u3001\u66fc\u5f7b\u65af\u7279\u5927\u5b66\u548c\u8499\u7279\u5229\u5c14\u5927\u5b66\u5de5\u4f5c\u548c\u8bbf\u95ee\u3002\u957f\u671f\u4ece\u4e8b\u81ea\u7136\u8bed\u8a00\u5904\u7406\u76f8\u5173\u7684\u7814\u7a76\u3002\u7814\u7a76\u5de5\u4f5c\u53d1\u8868\u5728\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520aNeurIPS\/ACL\/KDD\/Nature Communications\/npj Digital Medicine\/TKDE\u7b49\u3002\u591a\u6b21\u53d7\u9080\u62c5\u4efbNeurIPS\u3001ACL\u3001EMNLP\u7b49\u9876\u4f1a\u7684\u9886\u57df\u4e3b\u5e2d\uff0c\u62c5\u4efbCOLING-2025 workshop\u7684\u5927\u4f1a\u8054\u5408\u4e3b\u5e2d\u3002\u957f\u671f\u62c5\u4efbNeurIPS\/ICLR\/ICML\/ACL\/KDD\/npj Digital Medicine\u7b49\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u7684\u5ba1\u7a3f\u4eba\u3002\u5165\u90092024\u5e74\u56fd\u5bb6\u9ad8\u5c42\u6b21\u9752\u5e74\u4eba\u624d\u9879\u76ee\uff08\u6d77\u5916\uff09\u548c2025\u5e74CCF-\u817e\u8baf\u7280\u725b\u9e1f\u57fa\u91d1\u9879\u76ee\uff08\u8d44\u52a9\u7387\u7ea69.5%\uff09\u3002\u66fe\u83b7\u5f97\u7f8e\u56fd\u56fd\u5bb6\u536b\u751f\u9662\u8d44\u52a9\u7684\u9752\u5e74\u7814\u7a76\u8005\u9879\u76eeK99\/R00: Pathway to Independence Award\uff0cCCL\u4eae\u70b9\u82f1\u6587\u8bba\u6587\u548c\u96f7\u519b\u5956\u5b66\u91d1\u3002<\/p>\n <\/div>\n<\/div>\n\n<h2>\u62a5\u544a\u4e94<\/h2>\n<div class=\"speaker\">\n <img decoding=\"async\" class=\"pic\" src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/wuxian.jpg\" alt=\"\u5434\u8d24\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u5434\u8d24\uff08\u817e\u8baf\u5929\u884d\u5b9e\u9a8c\u5ba4 \u4e3b\u4efb\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u4ece\u6df1\u5ea6\u7f51\u7edc\u5230\u5927\u6a21\u578b\uff0c\u817e\u8baf\u5728\u533b\u5b66AI\u4e0a\u7684\u63a2\u7d22\u4e0e\u843d\u5730<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u4ecb\u7ecd\u817e\u8baf\u5728\u533b\u7597AI\u9886\u57df\u7684\u63a2\u7d22\u4e0e\u5e94\u7528\u5b9e\u8df5\uff0c\u4ece\u6700\u521d\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u7684\u7814\u7a76\uff0c\u5230\u540e\u6765\u7684\u5927\u6a21\u578b\u5f00\u53d1\uff0c\u65e8\u5728\u66f4\u597d\u5730\u4e3a\u533b\u751f\u3001\u60a3\u8005\u548c\u533b\u7597\u673a\u6784\u63d0\u4f9b\u652f\u6301\u3002\u62a5\u544a\u6db5\u76d6\u533b\u5b66\u5927\u6a21\u578b\u7684\u6784\u5efa\u8fc7\u7a0b\u3001\u9762\u4e34\u7684\u6280\u672f\u6311\u6218\u4ee5\u53ca\u5b9e\u9645\u5e94\u7528\u6548\u679c\u3002<\/p>\n <p><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong>\u5434\u8d24\u535a\u58eb\u662f\u817e\u8baf\u5929\u884d\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\uff0c\u4e13\u5bb6\u7814\u7a76\u5458\u3002\u5434\u535a\u58eb\u7684\u4e3b\u8981\u7814\u7a76\u5174\u8da3\u5305\u62ec\u533b\u5b66NLP\uff0c\u533b\u5b66\u5927\u6a21\u578b\u7b49\u3002\u5434\u535a\u58eb\u5728Nature\u5b50\u520a\uff0cT-PAMI, NeurIPS, ACL, 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src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/lilinfeng.jpg\" alt=\"\u674e\u6797\u5cf0\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u674e\u6797\u5cf0\uff08\u533b\u6e21\u79d1\u6280 \u6280\u672f\u521b\u65b0\u526f\u603b\u88c1\u517cAI\u67b6\u6784\u5e08\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u5927\u6a21\u578b\u6280\u672f\u4e34\u5e8a\u5e94\u7528\u7684\u6311\u6218\u4e0e\u5e94\u5bf9<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u9488\u5bf9\u5927\u6a21\u578b\u6280\u672f\u5728\u4e34\u5e8a\u5e94\u7528\u4e2d\u9047\u5230\u7684\u5e7b\u89c9\u3001\u533b\u751f\u4e0d\u4fe1\u4efb\u3001\u6267\u884c\u901f\u5ea6\u6162\u7b49\u5b9e\u9645\u95ee\u9898\uff0c\u4ecb\u7ecd\u76f8\u5e94\u7684\u5e94\u5bf9\u65b9\u6848\u3002<\/p>\n 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<p><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong>\u4fde\u58f0\uff0c\u6e05\u534e\u5927\u5b66\u7edf\u8ba1\u4e0e\u6570\u636e\u79d1\u5b66\u7cfb\u957f\u8058\u526f\u6559\u6388\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u533b\u5b66\u6587\u672c\u7c7b\u667a\u80fd\uff0c\u5305\u62ec\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001\u77e5\u8bc6\u56fe\u8c31\u3001\u641c\u7d22\u5f15\u64ce\u3001\u7535\u5b50\u75c5\u5386\u5206\u6790\u7b49\u3002\u4fde\u58f0\u4e0e\u54c8\u4f5b\u5927\u5b66\u8521\u5929\u897f\u6559\u6388\u5408\u4f5c\u53d1\u660e\u7684\u9ad8\u901a\u91cf\u8868\u578b\u63d0\u53d6\u6280\u672f\u4f7f\u75be\u75c5\u8868\u578b\u8bc6\u522b\u7b97\u6cd5\u5f00\u53d1\u901f\u5ea6\u63d0\u9ad8\u5343\u500d\uff0c\u5e94\u7528\u4e8e\u201cMillion Veteran Program\u201d\u7b49\u7f8e\u56fd\u56fd\u5bb6\u7ea7\u7cbe\u51c6\u533b\u5b66\u7814\u7a76\u9879\u76ee\u4ee5\u53caMass General Brigham\u7b49\u533b\u9662\u7684\u751f\u7269\u6837\u672c\u5e93\u3001\u79d1\u7814\u60a3\u8005\u6ce8\u518c\u5e93\u5efa\u8bbe\u3002\u4fde\u58f0\u4e3b\u6301\u5f00\u53d1\u4e86\u62e5\u67092210\u4e07\u6982\u5ff5\u30014602\u4e07\u4e2d\u82f1\u6587\u672f\u8bed\u30019985\u4e07\u5173\u7cfb\u4e09\u5143\u7ec4\u7684\u201c\u751f\u7269\u533b\u5b66\u4fe1\u606f\u5b66\u672c\u4f53\u7cfb\u7edf\u201dBIOS\uff0c\u4f53\u91cf\u8fbe\u5230\u7f8e\u56fd\u201c\u7edf\u4e00\u533b\u5b66\u8bed\u8a00\u7cfb\u7edf\u201dUMLS\u7684\u6570\u500d\u3002\u4fde\u58f0\u4e0e\u8521\u5929\u897f\u6559\u6388\u4e8e2014\u5e74\u53d1\u5e03\u4e86\u7535\u5b50\u75c5\u5386\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7cfb\u7edfNILE\uff0c\u88ab10\u4e2a\u56fd\u5bb6\u548c\u5730\u533a\u7684\u533b\u5b66\u7814\u7a76\u673a\u6784\u548c\u5b66\u8005\u4f7f\u7528\uff1b2024\u5e74\uff0c\u4fde\u58f0\u4e0e\u8521\u5929\u897f\u3001Isaac Kohane\u8bfe\u9898\u7ec4\u8054\u5408\u53d1\u5e03\u4e2d\u82f1\u6587\u7535\u5b50\u75c5\u5386\u7ed3\u6784\u5316\u5927\u6a21\u578bGENIE\u3002\u4fde\u58f0\u83b7\u8bc4\u56fd\u5bb6\u9752\u5e74\u62d4\u5c16\u4eba\u624d\uff0c\u73b0\u4efbJASA Associate Editor\u3002<\/p>\n <\/div>\n<\/div>\n\n<h2>\u62a5\u544a\u4e8c<\/h2>\n<div class=\"speaker\">\n <img decoding=\"async\" class=\"pic\" src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/dujian.jpg\" alt=\"\u675c\u5efa\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u675c\u5efa\uff08\u5317\u4eac\u5927\u5b66\u5065\u5eb7\u533b\u7597\u5927\u6570\u636e\u56fd\u5bb6\u7814\u7a76\u9662 \u52a9\u7406\u6559\u6388\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u56e0\u679c\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u53ca\u5176\u5728\u91cd\u5927\u6162\u75c5\u7ba1\u7406\u4e2d\u7684\u5e94\u7528<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u56e0\u679c\u77e5\u8bc6\u56fe\u8c31\uff08\u7b80\u79f0\u56e0\u679c\u56fe\uff09\u662f\u6307\u5bfc\u89c2\u5bdf\u6027\u6570\u636e\u56e0\u679c\u63a8\u65ad\u548c\u589e\u5f3a\u5065\u5eb7\u51b3\u7b56\u53ef\u89e3\u91ca\u6027\u7684\u57fa\u77f3\u3002\u672c\u62a5\u544a\u5c06\u4ecb\u7ecd\u4ece\u77e5\u8bc6\u56fe\u8c31\u4e2d\u81ea\u52a8\u751f\u6210\u56e0\u679c\u56fe\u7684\u7b56\u7565\uff0c\u5c24\u5176\u662f\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u5f00\u5c55\u5065\u5eb7\u8bc1\u636e\u63d0\u53d6\u548c\u56e0\u679c\u5f3a\u5ea6\u8bc4\u4f30\u7684\u65b0\u65b9\u6cd5\u3002\u5728\u6b64\u57fa\u7840\u4e0a\u5206\u4eab\u56e0\u679c\u56fe\u5728\u89c2\u5bdf\u6027\u7814\u7a76\u56e0\u679c\u5efa\u6a21\u53d8\u91cf\u9009\u62e9\u3001\u751f\u547d\u5386\u7a0b\u75be\u75c5\u98ce\u9669\u94fe\u63a8\u7406\u4e0e\u65e9\u671f\u9884\u9632\u7b56\u7565\u5236\u5b9a\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n <p><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong>\u675c\u5efa\uff0c\u5317\u4eac\u5927\u5b66\u5065\u5eb7\u533b\u7597\u5927\u6570\u636e\u56fd\u5bb6\u7814\u7a76\u9662\u52a9\u7406\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\uff1a\u533b\u5b66\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u533b\u5b66\u77e5\u8bc6\u56fe\u8c31\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u3001\u5065\u5eb7\u4fe1\u606f\u6cbb\u7406\u4e0e\u5faa\u8bc1\u516c\u5171\u536b\u751f\u51b3\u7b56\u3002\u8fd15\u5e74\uff0c\u56f4\u7ed5\u4eba\u5de5\u667a\u80fd+\u5faa\u8bc1\u533b\u5b66\u4ea4\u53c9\u9886\u57df\uff0c\u4e3b\u6301\u79d1\u6280\u90e8\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u9752\u5e74\u79d1\u5b66\u5bb6\u9879\u76ee\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9762\u4e0a\u9879\u76ee\u54041\u9879\u3002\u76f8\u5173\u5de5\u4f5c\u4ee5\u7b2c\u4e00\u6216\u901a\u8baf\u4f5c\u8005\u53d1\u8868\u4e8eNature Communications\u3001Journal of the American Medical Informatics Association (JAMIA)\u3001Science Bulletin\u3001EClinicalMedicine\u3001Scientific Data\u7b49\u3002\u62c5\u4efbNature \u6570\u636e\u79d1\u5b66\u5b50\u520aScientific Data\u7f16\u59d4\uff1b\u62c5\u4efbHealth Data Science\uff0cBMC Medical Informatics and Decision Making\u7f16\u59d4\u3002<\/p>\n <\/div>\n<\/div>\n\n<h2>\u62a5\u544a\u4e09<\/h2>\n<div class=\"speaker\">\n <img decoding=\"async\" class=\"pic\" src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/luoling.jpg\" alt=\"\u7f57\u51cc\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u7f57\u51cc\uff08\u5927\u8fde\u7406\u5de5\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662 \u6559\u6388\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u751f\u7269\u533b\u5b66\u6587\u672c\u4fe1\u606f\u62bd\u53d6\uff1a\u4ece\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u5230\u5927\u8bed\u8a00\u6a21\u578b<\/p>\n 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<p><strong>\u5609\u5bbe\u7b80\u4ecb\uff1a<\/strong>\u7f57\u51cc\uff0c\u5927\u8fde\u7406\u5de5\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662\u6559\u6388\uff0c\u535a\u5bfc\uff0c\u7f8e\u56fd\u56fd\u7acb\u536b\u751f\u7814\u7a76\u9662\uff08NIH\uff09\u535a\u58eb\u540e\uff0c\u56fd\u5bb6\u7ea7\u9752\u5e74\u4eba\u624d\u5165\u9009\u8005\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u751f\u7269\u533b\u5b66\u6587\u672c\u6316\u6398\u548c\u5065\u5eb7\u8ba1\u7b97\uff0c\u5df2\u5728\u4eba\u5de5\u667a\u80fd\u3001\u751f\u7269\u4fe1\u606f\u5b66\u7b49\u9886\u57df\u53d1\u8868\u9ad8\u6c34\u5e73\u671f\u520a\u548c\u4f1a\u8bae\u8bba\u658730\u4f59\u7bc7\u3002\u4e3b\u5bfc\u7814\u53d1\u4e86PhenoTagger\u3001AIONER\u7b49\u751f\u7269\u533b\u5b66\u6587\u672c\u6316\u6398\u5de5\u5177\u4ee5\u53ca\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u201c\u592a\u4e00\u201d\u3002\u5728\u56fd\u5185\u5916\u751f\u7269\u533b\u5b66\u6587\u672c\u6316\u6398\u76f8\u5173\u6311\u6218\u8d5b\u4e2d\u591a\u6b21\u83b7\u5f97\u7b2c\u4e00\u540d\u3002<\/p>\n <\/div>\n<\/div>\n\n<h2>\u62a5\u544a\u56db<\/h2>\n<div class=\"speaker\">\n <img decoding=\"async\" class=\"pic\" src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/xieqianqian.jpg\" alt=\"\u8c22\u5029\u5029\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u8c22\u5029\u5029\uff08\u6b66\u6c49\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u5b66\u9662 \u6559\u6388\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u533b\u7597\u9886\u57df\u77e5\u8bc6\u589e\u5f3a\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u5e94\u7528<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u4ee5\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e3a\u4ee3\u8868\u7684\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u6b63\u63a8\u52a8\u533b\u7597\u9886\u57df\u7684\u667a\u80fd\u5316\u8f6c\u578b\u3002LLM 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src=\"http:\/\/sigkg.cn\/ccks2025\/wp-content\/uploads\/2025\/09\/lilinfeng.jpg\" alt=\"\u674e\u6797\u5cf0\">\n <div class=\"meta\">\n <h3>\u62a5\u544a\u5609\u5bbe\uff1a\u674e\u6797\u5cf0\uff08\u533b\u6e21\u79d1\u6280 \u6280\u672f\u521b\u65b0\u526f\u603b\u88c1\u517cAI\u67b6\u6784\u5e08\uff09<\/h3>\n <p><strong>\u62a5\u544a\u9898\u76ee\uff1a<\/strong>\u5927\u6a21\u578b\u6280\u672f\u4e34\u5e8a\u5e94\u7528\u7684\u6311\u6218\u4e0e\u5e94\u5bf9<\/p>\n <p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>\u9488\u5bf9\u5927\u6a21\u578b\u6280\u672f\u5728\u4e34\u5e8a\u5e94\u7528\u4e2d\u9047\u5230\u7684\u5e7b\u89c9\u3001\u533b\u751f\u4e0d\u4fe1\u4efb\u3001\u6267\u884c\u901f\u5ea6\u6162\u7b49\u5b9e\u9645\u95ee\u9898\uff0c\u4ecb\u7ecd\u76f8\u5e94\u7684\u5e94\u5bf9\u65b9\u6848\u3002<\/p>\n 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