{"id":1774,"date":"2025-12-26T18:56:36","date_gmt":"2025-12-26T18:56:36","guid":{"rendered":"https:\/\/trustedagent.cn\/?page_id=1774"},"modified":"2025-12-26T19:20:11","modified_gmt":"2025-12-26T19:20:11","slug":"%e5%86%b3%e7%ad%96%e8%bf%87%e7%a8%8b%e8%a7%a3%e9%87%8a","status":"publish","type":"page","link":"https:\/\/trustedagent.cn\/?page_id=1774","title":{"rendered":"\u51b3\u7b56\u8fc7\u7a0b\u89e3\u91ca"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1774\" class=\"elementor elementor-1774\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-932fd7f e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"932fd7f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80a1999 elementor-widget elementor-widget-image-box\" data-id=\"80a1999\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h1 class=\"elementor-image-box-title\">\u51b3\u7b56\u8fc7\u7a0b\u89e3\u91ca<\/h1><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-978c811 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"978c811\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c44e5ae elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c44e5ae\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad67a16 e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"ad67a16\" data-element_type=\"widget\" data-settings=\"{&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"181828118\" aria-label=\"\u6807\u7b7e\u9875\u7ec4\u4ef6\u64cd\u4f5c\u63d0\u793a\uff1a\u4f7f\u7528 Enter \u6216 Space \u952e\u6253\u5f00\u9879\u76ee\uff0c\u4f7f\u7528 Escape \u952e\u5173\u95ed\uff0c\u4f7f\u7528\u65b9\u5411\u952e\u8fdb\u884c\u5bfc\u822a\u3002\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-1818281181\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-1818281181\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u51b3\u7b56\u53ef\u89e3\u91ca\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1818281182\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1818281182\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u8bca\u65ad\u53ef\u89e3\u91ca\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1818281183\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1818281183\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u884c\u4e3a\u53ef\u89e3\u91ca\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1818281184\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1818281184\" style=\"--n-tabs-title-order: 4;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u94fe\u5f0f\u53ef\u89e3\u91ca\u6027\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-1818281181\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1818281181\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-6fb6a9b e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"6fb6a9b\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-65d57e3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"65d57e3\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea58ced elementor-widget elementor-widget-heading\" data-id=\"ea58ced\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e34\u5e8a\u51b3\u7b56\u62bd\u53d6\u667a\u80fd\u4f53<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98ee295 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"98ee295\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6ce364 elementor-widget elementor-widget-text-editor\" data-id=\"f6ce364\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u5229\u7528 If-Else \u4f2a\u4ee3\u7801\u548c PlanSelect \u7b56\u7565\u4ece\u533b\u7597\u6587\u672c\u4e2d\u81ea\u52a8\u63d0\u53d6\u9ad8\u8d28\u91cf\u4e34\u5e8a\u51b3\u7b56\u6811\u7684\u65b9\u6cd5<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5a8a6f3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"5a8a6f3\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-a3336cb e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"a3336cb\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b90364b elementor-widget elementor-widget-heading\" data-id=\"b90364b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6280\u672f\u8def\u7ebf<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-541698a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"541698a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee1e832 elementor-widget elementor-widget-image\" data-id=\"ee1e832\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"548\" height=\"154\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724738.png\" class=\"attachment-full size-full wp-image-1795\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724738.png 548w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724738-300x84.png 300w\" sizes=\"(max-width: 548px) 100vw, 548px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7688a14 elementor-widget elementor-widget-text-editor\" data-id=\"7688a14\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u63d0\u51fa\u4e86\u5305\u542b\u4f2a\u4ee3\u7801\u751f\u6210\u4e0e\u4e09\u5143\u7ec4\u63d0\u53d6\u5e76\u884c\u9636\u6bb5\uff0c\u4ee5\u53ca\u51b3\u7b56\u6811\u6784\u5efa\u9636\u6bb5\u7684\u65b0\u9896\u6846\u67b6<\/p><\/li><li><p>\u5229\u7528LLM\u7ed3\u5408\u683c\u5f0f\u4e0e\u5185\u5bb9\u7ea6\u675f\u751f\u6210If-Else\u4f2a\u4ee3\u7801\uff0c\u4ee5\u7cbe\u51c6\u8868\u8fbe\u51b3\u7b56\u6811\u7684\u903b\u8f91\u7ed3\u6784\uff1b\u540c\u65f6\u5229\u7528GPLinker\u6a21\u578b\u63d0\u53d6\u533b\u7597\u4e09\u5143\u7ec4<\/p><\/li><li><p>\u8bbe\u8ba1\u5305\u542b\u89c2\u5bdf\u3001\u8ba1\u5212\u3001\u884c\u52a8\u548c\u56de\u7b54\u56db\u6b65\u63a8\u7406\u7684 PlanSelect \u7b56\u7565<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d9f21c4 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"d9f21c4\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3142a0b elementor-widget elementor-widget-heading\" data-id=\"3142a0b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7814\u7a76\u6210\u679c\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b64678 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2b64678\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0eb879 elementor-widget elementor-widget-image\" data-id=\"d0eb879\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"321\" height=\"241\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724739.png\" class=\"attachment-full size-full wp-image-1796\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724739.png 321w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724739-300x225.png 300w\" sizes=\"(max-width: 321px) 100vw, 321px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04d877f elementor-widget elementor-widget-text-editor\" data-id=\"04d877f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u8be5\u65b9\u6cd5\u5728\u6811\u7f16\u8f91\u6bd4\u7387\u6307\u6807\u4e0a\u5206\u522b\u964d\u4f4e\u4e861.37%\u548c1.54%\uff0c\u4f18\u4e8e\u73b0\u6709SoAT<\/p><\/li><li><p>If-Else\u4f2a\u4ee3\u7801\u6709\u6548\u63d0\u5347\u4e86\u6811\u7ed3\u6784\u9884\u6d4b\u7684\u51c6\u786e\u6027\uff0cPlanSelect\u7b56\u7565\u663e\u8457\u6539\u5584\u4e86\u8282\u70b9\u5185\u5bb9\u7684\u5b8c\u6574\u6027<\/p><\/li><li><p>\u5e94\u7528\u4e8eMedQA\u548cCMB-Clin\u4e34\u5e8a\u95ee\u7b54\u4efb\u52a1\u4e2d\uff0c\u6a21\u578b\u6027\u80fd\u5206\u522b\u63d0\u5347\u4e860.5%\u548c0.92%<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afd60ec elementor-widget elementor-widget-text-editor\" data-id=\"afd60ec\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Ruihui Hou, Jingping Liu* et al. Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy. JBHI 2025 (\u4e2d\u79d1\u9662\u4e8c\u533aTop)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1818281182\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1818281182\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-1d472fb e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"1d472fb\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-0515d2c e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"0515d2c\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7651b68 elementor-widget elementor-widget-heading\" data-id=\"7651b68\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u7ed3\u5408\u7ea6\u675f\u56fe\u63a8\u7406\u4e0e\u9884\u8bad\u7ec3\u7684\u533b\u5b66\u5f71\u50cf\u8bca\u65ad\u65b9\u6cd5<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78c2ca1 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"78c2ca1\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a39472 elementor-widget elementor-widget-text-editor\" data-id=\"9a39472\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u89e3\u51b3\u4e2d\u533b\u820c\u8c61\u8bca\u65ad\u4e2d<b>\u6807\u6ce8\u6570\u636e\u532e\u4e4f<\/b>\u3001<b>\u957f\u5c3e\u7c7b\u522b\u4e0d\u5e73\u8861<\/b>\u53ca<b>\u7f3a\u4e4f\u4e34\u5e8a\u903b\u8f91\u7ea6\u675f<\/b>\u7684\u96be\u9898<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-746600d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"746600d\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-3bd8dd9 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"3bd8dd9\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41fba81 elementor-widget elementor-widget-heading\" data-id=\"41fba81\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6280\u672f\u8def\u7ebf<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c3c8e2 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6c3c8e2\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bae6472 elementor-widget elementor-widget-image\" data-id=\"bae6472\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"387\" height=\"191\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724740.png\" class=\"attachment-large size-large wp-image-1797\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724740.png 387w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724740-300x148.png 300w\" sizes=\"(max-width: 387px) 100vw, 387px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17a10b8 elementor-widget elementor-widget-text-editor\" data-id=\"17a10b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u81ea\u76d1\u7763\u89c6\u89c9\u9884\u8bad\u7ec3\uff1a\u5b66\u4e60\u820c\u8c61\u7279\u5f81\uff0c\u514b\u670d\u6807\u6ce8\u7a00\u7f3a\u74f6\u9888<\/p><\/li><li><p>\u9886\u57df\u611f\u77e5\u56fe\u63a8\u7406\uff1a\u878d\u5408\u7edf\u8ba1\u5148\u9a8c\uff0c\u6355\u83b7\u75c5\u75c7\u95f4\u9ad8\u9636\u5173\u8054\u00a0<\/p><\/li><li><p>\u7ea6\u675f\u611f\u77e5\u4f18\u5316\uff1a\u5d4c\u5165\u4e34\u5e8a\u89c4\u5219\uff0c\u786e\u4fdd\u8bca\u65ad\u7ed3\u679c\u533b\u5b66\u5408\u7406\u00a0<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-589e67e e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"589e67e\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c81feb0 elementor-widget elementor-widget-heading\" data-id=\"c81feb0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7814\u7a76\u6210\u679c\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b55622c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b55622c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e6d622 elementor-widget elementor-widget-image\" data-id=\"7e6d622\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"305\" height=\"169\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724741.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-1798\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724741.png 305w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724741-300x166.png 300w\" sizes=\"(max-width: 305px) 100vw, 305px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db45782 elementor-widget elementor-widget-text-editor\" data-id=\"db45782\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p><b>\u6027\u80fd<\/b><b>SOTA<\/b>\uff1a\u5728 TongueAtlas-4K \u57fa\u51c6\u4e0a\uff0cMacro Recall \u63d0\u5347 <b>77.8%<\/b>\uff0cMacro-F1 \u63d0\u5347 <b>33.2%<\/b> \u3002<\/p><p><b>\u5f00\u6e90\u8d21\u732e<\/b>\uff1a\u53d1\u5e03\u76ee\u524d\u6700\u5927\u7684\u4e13\u5bb6\u7ea7\u820c\u8c61\u6570\u636e\u96c6 <b>TongueAtlas-4K<\/b>\uff084,000\u5f20\u7cbe\u7ec6\u6807\u6ce8\uff0c22\u7c7b\u75c5\u7406\u7279\u5f81\uff09\u3002<\/p><p><b>\u5f3a\u9c81\u68d2\u6027<\/b>\uff1a\u6709\u6548\u89e3\u51b3\u957f\u5c3e\u5206\u5e03\u4e0b\u7a00\u6709\u75c5\u75c7\uff08\u5982\u9ed1\u7070\u82d4\uff09\u7684\u8bc6\u522b\u96be\u9898 \u3002<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9229e08 elementor-widget elementor-widget-text-editor\" data-id=\"9229e08\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Shufeng Kong et al. MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging. AAAI&#8217;26 (CCF-A\u7c7b)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1818281183\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1818281183\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-79dabdc e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"79dabdc\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-19cd6e3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"19cd6e3\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6cee8e1 elementor-widget elementor-widget-heading\" data-id=\"6cee8e1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u9762\u5411\u7535\u5b50\u5546\u52a1\u7684\u53ef\u89e3\u91ca\u751f\u6210\u667a\u80fd\u4f53<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63f3e42 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"63f3e42\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68c82ac elementor-widget elementor-widget-text-editor\" data-id=\"68c82ac\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u89e3\u51b3\u7535\u5546\u641c\u7d22\u89e3\u91ca\u65b9\u6cd5\u672a\u6709\u6548\u878d\u5408\u5546\u54c1\u5185\u5bb9\u4e0e\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5c40\u9650\uff0c\u751f\u6210\u76f8\u5173\u6027\u89e3\u91ca<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b3f2ea e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"5b3f2ea\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-10fc3a4 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"10fc3a4\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19ef74a elementor-widget elementor-widget-heading\" data-id=\"19ef74a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6280\u672f\u8def\u7ebf<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6115df elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f6115df\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78a8412 elementor-widget elementor-widget-image\" data-id=\"78a8412\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"457\" height=\"282\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724742.png\" class=\"attachment-large size-large wp-image-1799\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724742.png 457w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724742-300x185.png 300w\" sizes=\"(max-width: 457px) 100vw, 457px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-025abf1 elementor-widget elementor-widget-text-editor\" data-id=\"025abf1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u7ed3\u5408\u57fa\u4e8e\u5185\u5bb9\u548c\u57fa\u4e8e\u884c\u4e3a\u7684\u53cc\u6a21\u5757\u5206\u6790\u6846\u67b6\uff0c\u5229\u7528LLM\u6574\u5408\u5546\u54c1\u7279\u5f81\u4e0e\u7528\u6237\u4ea4\u4e92\u6570\u636e\u4ee5\u751f\u6210\u5168\u9762\u89e3\u91ca<\/p><\/li><li><p>\u8bbe\u8ba1\u4e86\u5305\u542b\u8fdc\u7a0b\u76d1\u7763\u6570\u636e\u6784\u5efa\u548c\u81ea\u9002\u5e94\u8bfe\u7a0b\u5b66\u4e60\u7684\u9886\u57dfLLM\u8bad\u7ec3\u6d41\u7a0b<\/p><\/li><li><p>\u5f15\u5165\u884c\u4e3a\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u673a\u5236\uff0c\u901a\u8fc7\u5206\u6790\u67e5\u8be2\u4e0e\u5546\u54c1\u610f\u56fe\u6784\u5efa\u884c\u4e3a\u56fe\u8c31<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6166fc3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"6166fc3\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1ccc9cf elementor-widget elementor-widget-heading\" data-id=\"1ccc9cf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7814\u7a76\u6210\u679c\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72e29a1 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"72e29a1\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-493ab24 elementor-widget elementor-widget-image\" data-id=\"493ab24\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"515\" height=\"155\" src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724743.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-1800\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724743.png 515w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724743-300x90.png 300w\" sizes=\"(max-width: 515px) 100vw, 515px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c58ccff elementor-widget elementor-widget-text-editor\" data-id=\"c58ccff\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u5728\u81ea\u5efa\u53ca\u4e9a\u9a6c\u900a\u516c\u5f00\u6570\u636e\u96c6\u4e0a\uff0c\u76f8\u5173\u6027\u9884\u6d4b\u51c6\u786e\u7387\u53ca\u89e3\u91ca\u751f\u6210\u8d28\u91cf\uff08AGSB\u6307\u6807\uff09\u5747\u663e\u8457\u4f18\u4e8e\u73b0\u6709\u57fa\u7ebf\u65b9\u6cd5<\/p><\/li><li><p>\u98de\u732aApp\u5728\u7ebf A\/B \u6d4b\u8bd5\u663e\u793a\uff0c\u5f15\u5165\u8be5\u89e3\u91ca\u529f\u80fd\u540e\uff0c\u7528\u6237\u4e0b\u5355\u8f6c\u5316\u7387\uff08UV_L2O\uff09\u63d0\u5347\u4e862.30%<\/p><\/li><li><p>\u4eba\u5de5\u8bc4\u4f30\u8868\u660e\uff0c\u8be5\u65b9\u6cd5\u751f\u6210\u7684\u89e3\u91ca\u5728\u6b63\u786e\u6027\u3001\u4fe1\u606f\u91cf\u7b49\u56db\u4e2a\u7ef4\u5ea6\u4e0a\u5747\u8868\u73b0\u4f18\u5f02\uff0c\u8d28\u91cf\u8bc4\u5206\u6700\u9ad8\u63d0\u5347\u8d85 26%<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b982de elementor-widget elementor-widget-text-editor\" data-id=\"7b982de\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>X Tian, J Liu* et al. Towards Explainable Search Results in E-commerce. WWW&#8217;25 (CCF-A\u7c7b)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1818281184\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1818281184\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-ebb2a84 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"ebb2a84\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-10d62bf e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"10d62bf\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b953df0 elementor-widget elementor-widget-heading\" data-id=\"b953df0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e0a\u4e0b\u6587\u5de5\u7a0b\u589e\u5f3a\u7684\u60c5\u611f\u4e09\u5143\u7ec4\u63d0\u53d6<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4df8f3c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4df8f3c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64c92b2 elementor-widget elementor-widget-text-editor\" data-id=\"64c92b2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u901a\u8fc7\u4e0a\u4e0b\u6587\u5de5\u7a0b\u663e\u5f0f\u5efa\u6a21\u903b\u8f91\u5173\u8054\uff0c\u589e\u5f3a\u667a\u80fd\u4f53\u5728\u60c5\u611f\u63d0\u53d6\u4efb\u52a1\u4e2d\u7684\u56e0\u679c\u53ef\u89e3\u91ca\u6027<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac031d0 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"ac031d0\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-d966042 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"d966042\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd2ecf7 elementor-widget 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src=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724719-1.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-1757\" alt=\"\" srcset=\"https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724719-1.png 509w, https:\/\/trustedagent.cn\/wp-content\/uploads\/2025\/12\/\u56fe\u724719-1-300x117.png 300w\" sizes=\"(max-width: 509px) 100vw, 509px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f68306f elementor-widget elementor-widget-text-editor\" data-id=\"f68306f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p>\u4e09\u4e2a\u516c\u5f00\u6570\u636e\u96c6\uff08AV2 \u7684 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Exploiting Duality in Aspect Sentiment Triplet Extraction With Sequential Prompting. TKDE 2024 (CCF-A\u7c7b)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u51b3\u7b56\u8fc7\u7a0b\u89e3\u91ca \u51b3\u7b56\u53ef\u89e3\u91ca \u8bca\u65ad\u53ef\u89e3\u91ca \u884c\u4e3a\u53ef\u89e3\u91ca \u94fe\u5f0f\u53ef\u89e3\u91ca\u6027 \u4e34\u5e8a\u51b3\u7b56\u62bd\u53d6\u667a\u80fd\u4f53 \u7814\u7a76\u95ee\u9898\uff1a\u5229\u7528 If-Else \u4f2a\u4ee3\u7801\u548c PlanSelect \u7b56\u7565\u4ece\u533b\u7597\u6587\u672c\u4e2d\u81ea\u52a8\u63d0\u53d6\u9ad8\u8d28\u91cf\u4e34\u5e8a\u51b3\u7b56\u6811\u7684\u65b9\u6cd5 \u6280\u672f\u8def\u7ebf \u63d0\u51fa\u4e86\u5305\u542b\u4f2a\u4ee3\u7801\u751f\u6210\u4e0e\u4e09\u5143\u7ec4\u63d0\u53d6\u5e76\u884c\u9636\u6bb5\uff0c\u4ee5\u53ca\u51b3\u7b56\u6811\u6784\u5efa\u9636\u6bb5\u7684\u65b0\u9896\u6846\u67b6 \u5229\u7528LLM\u7ed3\u5408\u683c\u5f0f\u4e0e\u5185\u5bb9\u7ea6\u675f\u751f\u6210If-Else\u4f2a\u4ee3\u7801\uff0c\u4ee5\u7cbe\u51c6\u8868\u8fbe\u51b3\u7b56\u6811\u7684\u903b\u8f91\u7ed3\u6784\uff1b\u540c\u65f6\u5229\u7528GPLinker\u6a21\u578b\u63d0\u53d6\u533b\u7597\u4e09\u5143\u7ec4 \u8bbe\u8ba1\u5305\u542b\u89c2\u5bdf\u3001\u8ba1\u5212\u3001\u884c\u52a8\u548c\u56de\u7b54\u56db\u6b65\u63a8\u7406\u7684 PlanSelect \u7b56\u7565 \u7814\u7a76\u6210\u679c \u8be5\u65b9\u6cd5\u5728\u6811\u7f16\u8f91\u6bd4\u7387\u6307\u6807\u4e0a\u5206\u522b\u964d\u4f4e\u4e861.37%\u548c1.54%\uff0c\u4f18\u4e8e\u73b0\u6709SoAT If-Else\u4f2a\u4ee3\u7801\u6709\u6548\u63d0\u5347\u4e86\u6811\u7ed3\u6784\u9884\u6d4b\u7684\u51c6\u786e\u6027\uff0cPlanSelect\u7b56\u7565\u663e\u8457\u6539\u5584\u4e86\u8282\u70b9\u5185\u5bb9\u7684\u5b8c\u6574\u6027 \u5e94\u7528\u4e8eMedQA\u548cCMB-Clin\u4e34\u5e8a\u95ee\u7b54\u4efb\u52a1\u4e2d\uff0c\u6a21\u578b\u6027\u80fd\u5206\u522b\u63d0\u5347\u4e860.5%\u548c0.92% Ruihui Hou, Jingping Liu* et al. Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy. JBHI 2025 (\u4e2d\u79d1\u9662\u4e8c\u533aTop) \u7ed3\u5408\u7ea6\u675f\u56fe\u63a8\u7406\u4e0e\u9884\u8bad\u7ec3\u7684\u533b\u5b66\u5f71\u50cf\u8bca\u65ad\u65b9\u6cd5 \u7814\u7a76\u95ee\u9898\uff1a\u89e3\u51b3\u4e2d\u533b\u820c\u8c61\u8bca\u65ad\u4e2d\u6807\u6ce8\u6570\u636e\u532e\u4e4f\u3001\u957f\u5c3e\u7c7b\u522b\u4e0d\u5e73\u8861\u53ca\u7f3a\u4e4f\u4e34\u5e8a\u903b\u8f91\u7ea6\u675f\u7684\u96be\u9898 \u6280\u672f\u8def\u7ebf \u81ea\u76d1\u7763\u89c6\u89c9\u9884\u8bad\u7ec3\uff1a\u5b66\u4e60\u820c\u8c61\u7279\u5f81\uff0c\u514b\u670d\u6807\u6ce8\u7a00\u7f3a\u74f6\u9888 \u9886\u57df\u611f\u77e5\u56fe\u63a8\u7406\uff1a\u878d\u5408\u7edf\u8ba1\u5148\u9a8c\uff0c\u6355\u83b7\u75c5\u75c7\u95f4\u9ad8\u9636\u5173\u8054\u00a0 \u7ea6\u675f\u611f\u77e5\u4f18\u5316\uff1a\u5d4c\u5165\u4e34\u5e8a\u89c4\u5219\uff0c\u786e\u4fdd\u8bca\u65ad\u7ed3\u679c\u533b\u5b66\u5408\u7406\u00a0 \u7814\u7a76\u6210\u679c \u6027\u80fdSOTA\uff1a\u5728 TongueAtlas-4K \u57fa\u51c6\u4e0a\uff0cMacro Recall \u63d0\u5347 77.8%\uff0cMacro-F1 \u63d0\u5347 33.2% \u3002 \u5f00\u6e90\u8d21\u732e\uff1a\u53d1\u5e03\u76ee\u524d\u6700\u5927\u7684\u4e13\u5bb6\u7ea7\u820c\u8c61\u6570\u636e\u96c6 TongueAtlas-4K\uff084,000\u5f20\u7cbe\u7ec6\u6807\u6ce8\uff0c22\u7c7b\u75c5\u7406\u7279\u5f81\uff09\u3002 \u5f3a\u9c81\u68d2\u6027\uff1a\u6709\u6548\u89e3\u51b3\u957f\u5c3e\u5206\u5e03\u4e0b\u7a00\u6709\u75c5\u75c7\uff08\u5982\u9ed1\u7070\u82d4\uff09\u7684\u8bc6\u522b\u96be\u9898 \u3002 Shufeng Kong et al. MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging. 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