{"id":35231,"date":"2024-12-21T05:59:51","date_gmt":"2024-12-20T21:59:51","guid":{"rendered":"https:\/\/17aitech.com\/?p=35231"},"modified":"2024-12-21T05:59:51","modified_gmt":"2024-12-20T21:59:51","slug":"%e8%9b%8b%e7%99%bd%e8%b4%a8%e5%8a%9f%e8%83%bd%e9%a2%84%e6%b5%8b%e6%96%b0sota%ef%bc%8c%e4%b8%8a%e6%b5%b7%e7%90%86%e5%b7%a5%e3%80%81%e7%89%9b%e6%b4%a5%e7%ad%89%e5%9f%ba%e4%ba%8e%e7%bb%9f%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35231","title":{"rendered":"\u86cb\u767d\u8d28\u529f\u80fd\u9884\u6d4b\u65b0SOTA\uff0c\u4e0a\u6d77\u7406\u5de5\u3001\u725b\u6d25\u7b49\u57fa\u4e8e\u7edf\u8ba1\u7684AI\u65b9\u6cd5\uff0c\u767bNature\u5b50\u520a"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-22-3\" target=\"_blank\">\u86cb\u767d\u8d28\u529f\u80fd\u9884\u6d4b\u65b0SOTA\uff0c\u4e0a\u6d77\u7406\u5de5\u3001\u725b\u6d25\u7b49\u57fa\u4e8e\u7edf\u8ba1\u7684AI\u65b9\u6cd5\uff0c\u767bNature\u5b50\u520a<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-221801b1d5fe5175cdabc2f53e69dd75.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-221801b1d5fe5175cdabc2f53e69dd75.png\"><\/a><\/section>\n<p>\u7f16\u8f91 | KX<\/p>\n<p>\u86cb\u767d\u8d28\u4e0e\u5176\u4ed6\u5206\u5b50\u76f8\u7ed3\u5408\uff0c\u4fc3\u8fdb\u51e0\u4e4e\u6240\u6709\u7684\u57fa\u7840\u751f\u7269\u6d3b\u52a8\u3002\u56e0\u6b64\uff0c\u4e86\u89e3\u86cb\u767d\u8d28\u529f\u80fd\u5bf9\u4e8e\u7406\u89e3\u5065\u5eb7\u3001\u75be\u75c5\u3001\u8fdb\u5316\u548c\u5206\u5b50\u6c34\u5e73\u4e0a\u7684\u751f\u7269\u4f53\u529f\u80fd\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p>\u7136\u800c\uff0c\u8d85\u8fc7 2 \u4ebf\u79cd\u86cb\u767d\u8d28\u4ecd\u672a\u5f97\u5230\u8868\u5f81\uff0c\u8ba1\u7b97\u65b9\u6cd5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u86cb\u767d\u8d28\u7684\u7ed3\u6784\u4fe1\u606f\u6765\u9884\u6d4b\u4e0d\u540c\u8d28\u91cf\u7684\u6ce8\u91ca\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u6765\u81ea\u725b\u6d25\u5927\u5b66\u3001\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u5b66\u9662\u3001\u4e0a\u6d77\u7406\u5de5\u5927\u5b66\u548c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7ec4\u6210\u7684\u7814\u7a76\u56e2\u961f\uff0c\u8bbe\u8ba1\u4e86\u4e00\u79cd\u57fa\u4e8e\u7edf\u8ba1\u7684<mark data-type=\"tech_methods\" data-id=\"f3400606-ef61-441c-8bc3-dd5663313fb9\">\u56fe\u7f51<\/mark>\u7edc\u65b9\u6cd5\uff0c\u79f0\u4e3a PhiGnet\uff0c\u4ece\u800c\u4fc3\u8fdb\u86cb\u767d\u8d28\u7684\u529f\u80fd\u6ce8\u91ca\u548c\u529f\u80fd\u4f4d\u70b9\u7684\u8bc6\u522b\u3002<\/p>\n<p>PhiGnet \u4e0d\u4ec5\u5728\u6027\u80fd\u4e0a\u4f18\u4e8e\u5176\u5b83\u65b9\u6cd5\uff0c\u800c\u4e14\u5373\u4f7f\u5728\u6ca1\u6709\u7ed3\u6784\u4fe1\u606f\u7684\u60c5\u51b5\u4e0b\u4e5f\u7f29\u5c0f\u4e86\u5e8f\u5217-\u529f\u80fd\u5dee\u8ddd\u3002\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u5c06<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u5e94\u7528\u4e8e\u8fdb\u5316\u6570\u636e\u53ef\u4ee5\u7a81\u51fa\u6b8b\u57fa\u7ea7\u522b\u7684\u529f\u80fd\u4f4d\u70b9\uff0c\u4e3a\u89e3\u91ca\u548c\u7814\u7a76\u751f\u7269\u533b\u5b66\u4e2d\u86cb\u767d\u8d28\u7684\u73b0\u6709\u7279\u6027\u548c\u65b0\u529f\u80fd\u63d0\u4f9b\u5b9d\u8d35\u652f\u6301\u3002<\/p>\n<p>\u76f8\u5173\u7814\u7a76\u4ee5\u300c<em>Accurate prediction of protein function using statistics-informed graph networks<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e 8 \u6708 4 \u65e5\u53d1\u5e03\u5728\u300a<em>Nature Communications<\/em>\u300b\u4e0a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-783dc0fc46b557f954ada7a5e1ed15c0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-783dc0fc46b557f954ada7a5e1ed15c0.png\"><\/a><\/p>\n<section>\u8bba\u6587\u94fe\u63a5\uff1a<em>https:\/\/www.nature.com\/articles\/s41467-024-50955-0<\/em><\/section>\n<p>\u4e86\u89e3\u86cb\u767d\u8d28\u529f\u80fd\u5bf9\u4e8e\u7406\u89e3\u8bb8\u591a\u5173\u952e\u751f\u7269\u6d3b\u52a8\u7684\u590d\u6742\u673a\u5236\u81f3\u5173\u91cd\u8981\uff0c\u5bf9\u533b\u5b66\u3001\u751f\u7269\u6280\u672f\u548c\u836f\u7269\u5f00\u53d1\u9886\u57df\u5177\u6709\u6df1\u8fdc\u7684\u5f71\u54cd\u3002<\/p>\n<p>\u8fc4\u4eca\u4e3a\u6b62\uff0cUniProt <mark data-type=\"concepts\" data-id=\"700f9c0f-1e8b-4fde-8bae-6de39c13f022\">\u6570\u636e\u5e93<\/mark>\uff086\/2023\uff09\u4e2d\u5df2\u6709\u8d85\u8fc7 3.56 \u4ebf\u79cd\u86cb\u767d\u8d28\u88ab\u6d4b\u5e8f\uff0c\u5176\u4e2d\u7edd\u5927\u591a\u6570\uff08~80%\uff09\u6ca1\u6709\u5df2\u77e5\u7684\u529f\u80fd\u6ce8\u91ca\u3002<\/p>\n<p><mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u65b9\u6cd5\u5728\u9884\u6d4b\u86cb\u767d\u8d28 3D 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data-id=\"f3400606-ef61-441c-8bc3-dd5663313fb9\">\u56fe\u7f51<\/mark>\u7edc\u4ec5\u4ece\u86cb\u767d\u8d28\u5e8f\u5217\u9884\u6d4b\u5176\u529f\u80fd\u3002\u8be5\u65b9\u6cd5\u56fa\u6709\u5730\u8868\u5f81\u4e86\u8fdb\u5316\u7279\u5f81\uff0c\u53ef\u4ee5\u5bf9\u6267\u884c\u7279\u5b9a\u529f\u80fd\u7684\u6b8b\u57fa\u7684\u91cd\u8981\u6027\u8fdb\u884c\u5b9a\u91cf\u8bc4\u4f30\u3002<\/p>\n<p>\u8be5\u65b9\u6cd5\u5229\u7528\u4ece\u8fdb\u5316\u6570\u636e\u4e2d\u83b7\u5f97\u7684\u77e5\u8bc6\u6765\u9a71\u52a8\u4e24\u4e2a<mark data-type=\"tech_methods\" data-id=\"efb128f3-0b7c-45a8-a6ae-065fa93c6556\">\u5806\u53e0<\/mark><mark data-type=\"tech_methods\" data-id=\"eee9ade4-80fd-4821-9dce-2dce5e898b42\">\u56fe\u5377\u79ef\u7f51\u7edc<\/mark>\u3002\u501f\u52a9\u6240\u83b7\u5f97\u7684\u77e5\u8bc6\u548c\u8bbe\u8ba1\u7684\u7f51\u7edc\u67b6\u6784\uff0c\u53ef\u4ee5\u51c6\u786e\u5730\u4e3a\u86cb\u767d\u8d28\u5206\u914d\u529f\u80fd\u6ce8\u91ca\uff0c\u5e76\u4e14\u91cd\u8981\u7684\u662f\uff0c\u53ef\u4ee5<mark data-type=\"tech_tasks\" data-id=\"e1abaa20-0000-4ff4-ad42-f97ca7fca4b1\">\u91cf\u5316<\/mark>\u6bcf\u4e2a\u6b8b\u57fa\u76f8\u5bf9\u4e8e\u7279\u5b9a\u529f\u80fd\u7684\u91cd\u8981\u6027\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 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ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=35231\/#%E6%B3%A8%E9%87%8A%E8%9B%8B%E7%99%BD%E8%B4%A8%E5%8A%9F%E8%83%BD%E4%BD%8D%E7%82%B9\" >\u6ce8\u91ca\u86cb\u767d\u8d28\u529f\u80fd\u4f4d\u70b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=35231\/#%E4%BC%98%E4%BA%8E%E5%85%B6%E4%BB%96%E6%9C%80%E5%85%88%E8%BF%9B%E7%9A%84%E6%96%B9%E6%B3%95\" >\u4f18\u4e8e\u5176\u4ed6\u6700\u5148\u8fdb\u7684\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=35231\/#%E7%94%B1%E8%BF%9B%E5%8C%96%E7%89%B9%E5%BE%81%E9%A9%B1%E5%8A%A8\" >\u7531\u8fdb\u5316\u7279\u5f81\u9a71\u52a8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/17aitech.com\/?p=35231\/#%E6%88%90%E5%8A%9F%E4%B9%8B%E5%A4%84%E4%B8%8E%E5%B1%80%E9%99%90\" >\u6210\u529f\u4e4b\u5904\u4e0e\u5c40\u9650<\/a><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"%E7%94%A8%E4%BA%8E%E8%9B%8B%E7%99%BD%E8%B4%A8%E5%8A%9F%E8%83%BD%E6%B3%A8%E9%87%8A%E7%9A%84_PhiGnet\"><\/span><strong>\u7528\u4e8e\u86cb\u767d\u8d28\u529f\u80fd\u6ce8\u91ca\u7684 PhiGnet<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>PhiGnet \u65b9\u6cd5\u4f7f\u7528\u57fa\u4e8e\u7edf\u8ba1\u7684<mark data-type=\"tech_methods\" data-id=\"f3400606-ef61-441c-8bc3-dd5663313fb9\">\u56fe\u7f51<\/mark>\u7edc\u6765\u6ce8\u91ca\u86cb\u767d\u8d28\u529f\u80fd\u5e76\u6839\u636e\u5176\u5e8f\u5217\u8bc6\u522b\u8de8\u7269\u79cd\u7684\u529f\u80fd\u4f4d\u70b9\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a83a21ee4fd9ed18899a64f4ee5769a3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a83a21ee4fd9ed18899a64f4ee5769a3.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1aPhiGnet \u6ce8\u91ca\u86cb\u767d\u8d28\u529f\u80fd\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u4e3a\u4e86\u4ece\u8fdb\u5316\u8026\u5408\uff08EVC\uff0c\u4e24\u4e2a\u5171\u53d8\u4f4d\u70b9\u7684\u6210\u5bf9\u6b8b\u57fa\u4e4b\u95f4\u7684\u5173\u7cfb\uff09\u548c\u6b8b\u57fa\u7fa4\u843d\uff08RC\uff0c\u6b8b\u57fa\u4e4b\u95f4\u7684\u5c42\u6b21\u76f8\u4e92\u4f5c\u7528\uff09\u4e2d\u5438\u6536\u77e5\u8bc6\uff0c\u7814\u7a76\u4eba\u5458\u8bbe\u8ba1\u4e86\u53cc\u901a\u9053\u67b6\u6784\u7684\u65b9\u6cd5\uff0c\u91c7\u7528<mark data-type=\"tech_methods\" data-id=\"efb128f3-0b7c-45a8-a6ae-065fa93c6556\">\u5806\u53e0<\/mark><mark data-type=\"tech_methods\" data-id=\"eee9ade4-80fd-4821-9dce-2dce5e898b42\">\u56fe\u5377\u79ef\u7f51\u7edc<\/mark> (GCN)\u3002\u8be5\u65b9\u6cd5\u4e13\u95e8\u7528\u4e8e\u4e3a\u86cb\u767d\u8d28\u5206\u914d\u529f\u80fd\u6ce8\u91ca\uff0c\u5305\u62ec\u9176\u59d4\u5458\u4f1a (EC) \u7f16\u53f7\u548c\u57fa\u56e0<mark data-type=\"concepts\" data-id=\"6073317b-1aa8-421c-ba0b-d73b5e5fcc4b\">\u672c\u4f53<\/mark> (GO) \u672f\u8bed\uff08\u751f\u7269\u8fc7\u7a0b\u3001BP\u3001\u7ec6\u80de\u6210\u5206\u3001CC \u548c\u5206\u5b50\u529f\u80fd\u3001MF\uff09\u3002<\/p>\n<p>\u5f53\u63d0\u4f9b\u86cb\u767d\u8d28\u5e8f\u5217\u65f6\uff0c\u7814\u7a76\u4f7f\u7528\u9884\u5148\u8bad\u7ec3\u7684 ESM-1b \u6a21\u578b\u5f97\u51fa\u5176\u5d4c\u5165\u3002\u968f\u540e\uff0c\u5c06\u5d4c\u5165\u4f5c\u4e3a\u56fe\u8282\u70b9\u4ee5\u53ca EVC \u548c RC\uff08\u56fe\u8fb9\uff09\u8f93\u5165\u5230\u53cc<mark data-type=\"tech_methods\" data-id=\"efb128f3-0b7c-45a8-a6ae-065fa93c6556\">\u5806\u53e0<\/mark> GCN \u7684\u516d\u4e2a\u56fe\u5377\u79ef\u5c42\u4e2d\u3002\u8fd9\u4e9b\u5c42\u4e0e\u4e24\u4e2a\u5b8c\u5168\u8fde\u63a5 (FC) \u5c42\u5757\u534f\u540c\u5de5\u4f5c\uff0c\u7cbe\u5fc3\u5904\u7406\u6765\u81ea\u4e24\u4e2a GCN \u7684\u4fe1\u606f\uff0c\u6700\u7ec8\u751f\u6210\u4e00\u4e2a\u6982\u7387<mark data-type=\"concepts\" data-id=\"64cc669a-900a-449c-ac73-f71d0e91fc86\">\u5f20\u91cf<\/mark>\uff0c\u7528\u4e8e\u8bc4\u4f30\u4e3a\u86cb\u767d\u8d28\u5206\u914d\u529f\u80fd\u6ce8\u91ca\u7684\u53ef\u884c\u6027\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4f7f\u7528\u68af\u5ea6\u52a0\u6743\u7c7b\u6fc0\u6d3b\u56fe (Grad-CAM) \u65b9\u6cd5\u5f97\u51fa\u7684\u6fc0\u6d3b\u5206\u6570\uff08activation score\uff09\u7528\u4e8e\u8bc4\u4f30\u6bcf\u4e2a\u6b8b\u57fa\u5728\u7279\u5b9a\u529f\u80fd\u4e2d\u7684\u91cd\u8981\u6027\u3002\u8be5\u5206\u6570\u4f7f PhiGnet \u80fd\u591f\u5728\u5355\u4e2a\u6b8b\u57fa\u6c34\u5e73\u4e0a\u7cbe\u786e\u5b9a\u4f4d\u529f\u80fd\u4f4d\u70b9\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u901a\u8fc7\u8ba1\u7b97\u542b\u6709\u4e1d\u6c28\u9178-\u5929\u51ac\u6c28\u9178\u91cd\u590d\u5e8f\u5217\u7684\u86cb\u767d\u8d28 D (SdrD) \u7684 RC\uff0c\u8868\u660e\u529f\u80fd\u4f4d\u70b9\u7684\u6b8b\u57fa\u901a\u8fc7\u81ea\u7136\u8fdb\u5316\u800c\u5f97\u4ee5\u4fdd\u7559\uff0c\u5e76\u4e14 PhiGnet \u80fd\u591f\u6355\u83b7\u6b64\u7c7b\u4fe1\u606f\uff0c\u4ece\u800c\u6539\u8fdb\u5728\u6b8b\u57fa\u6c34\u5e73\u4e0a\u9884\u6d4b\u86cb\u767d\u8d28\u529f\u80fd\u7684\u65b9\u6cd5\uff0c\u5373\u4f7f\u5728\u6ca1\u6709\u7ed3\u6784\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u4e5f\u662f\u5982\u6b64\u3002<\/p>\n<h1><span class=\"ez-toc-section\" id=\"%E6%B3%A8%E9%87%8A%E8%9B%8B%E7%99%BD%E8%B4%A8%E5%8A%9F%E8%83%BD%E4%BD%8D%E7%82%B9\"><\/span><strong>\u6ce8\u91ca\u86cb\u767d\u8d28\u529f\u80fd\u4f4d\u70b9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u8ba1\u7b97\u9884\u6d4b\u662f\u5426\u4e0e\u5b9e\u9a8c\u786e\u5b9a\u7684\u529f\u80fd\u6ce8\u91ca\u4e00\u6837\u51c6\u786e\uff1f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u7814\u7a76\u4f7f\u7528\u6fc0\u6d3b\u5206\u6570\u5bf9\u6bcf\u79cd\u6c28\u57fa\u9178\u5bf9\u86cb\u767d\u8d28\u529f\u80fd\u7684\u8d21\u732e\u8fdb\u884c\u4e86\u5b9a\u91cf\u68c0\u67e5\u3002\u8bc4\u4f30\u4e86 PhiGnet \u7684\u9884\u6d4b\u6027\u80fd\uff0c\u5e76\u8bc4\u4f30\u4e86\u4e5d\u79cd\u86cb\u767d\u8d28\u4e2d\u6b8b\u57fa\u7684\u91cd\u8981\u6027\uff08\u5b83\u4eec\u5bf9\u86cb\u767d\u8d28\u529f\u80fd\u7684\u8d21\u732e\uff09\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5b8810c4c558b32a49ed39c1916b6c87.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5b8810c4c558b32a49ed39c1916b6c87.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1aPhiGnet \u5728\u6b8b\u57fa\u6c34\u5e73\u4e0a\u6ce8\u91ca\u86cb\u767d\u8d28\u529f\u80fd\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u901a\u8fc7\u8ba1\u7b97\u4e5d\u79cd\u86cb\u767d\u8d28\u4e2d\u6bcf\u4e2a\u6b8b\u57fa\u7684\u6fc0\u6d3b\u5206\u6570\uff0c\u5e76\u5c06\u5b83\u4eec\u4e0e\u901a\u8fc7\u5b9e\u9a8c\u6216\u534a\u624b\u52a8\u6ce8\u91ca\u786e\u5b9a\u7684\u6b8b\u57fa\u8fdb\u884c\u6bd4\u8f83\u3002PhiGnet \u5728\u9884\u6d4b\u6b8b\u57fa\u6c34\u5e73\u7684\u91cd\u8981\u4f4d\u70b9\u65b9\u9762\u8868\u73b0\u51fa\u4e86\u826f\u597d\u7684\u51c6\u786e\u6027\uff08\u5e73\u5747 \u2a7e 75%\uff09\uff0c\u4e0e\u5b9e\u9645\u7684\u914d\u4f53\/\u79bb\u5b50\/DNA \u7ed3\u5408\u4f4d\u70b9\u975e\u5e38\u4e00\u81f4\u3002PhiGnet \u51c6\u786e\u5730\u8bc6\u522b\u51fa\u5177\u6709\u9ad8\u6fc0\u6d3b\u5206\u6570\u7684\u86cb\u767d\u8d28\u7684\u529f\u80fd\u91cd\u8981\u6b8b\u57fa\u3002<\/p>\n<h1><span class=\"ez-toc-section\" id=\"%E4%BC%98%E4%BA%8E%E5%85%B6%E4%BB%96%E6%9C%80%E5%85%88%E8%BF%9B%E7%9A%84%E6%96%B9%E6%B3%95\"><\/span><strong>\u4f18\u4e8e\u5176\u4ed6\u6700\u5148\u8fdb\u7684\u65b9\u6cd5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u4e3a\u4e86\u8bc4\u4f30 PhiGnet \u7684\u9884\u6d4b\u6027\u80fd\uff0c\u5e94\u7528\u8be5\u65b9\u6cd5\u6765\u63a8\u65ad\u4e24\u4e2a<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6d4b\u8bd5\u96c6\u4e2d\u86cb\u767d\u8d28\u7684\u529f\u80fd\u6ce8\u91ca\uff08EC \u7f16\u53f7\u548c GO \u672f\u8bed\uff09\u3002\u5c06 PhiGnet \u4e0e\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u8fdb\u884c\u6bd4\u8f83\uff0c\u5305\u62ec\u57fa\u4e8e\u6bd4\u5bf9\u7684\u65b9\u6cd5\u3001\u57fa\u4e8e<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u7684\u65b9\u6cd5\u3002\u6bd4\u8f83\u4f7f\u7528\u4e86\u4e24\u4e2a\u57fa\u672c\u6307\u6807\uff0c\u5305\u62ec\u4ee5\u86cb\u767d\u8d28\u4e3a\u4e2d\u5fc3\u7684 Fmax \u5f97\u5206\u548c\u7cbe\u786e\u53ec\u56de\u66f2\u7ebf\u4e0b\u9762\u79ef (AUPR)\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c97d29e4af5f20497941b08c26d06b92.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c97d29e4af5f20497941b08c26d06b92.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1a\u4e0d\u540c\u65b9\u6cd5\u5728\u4e0d\u540c<mark data-type=\"concepts\" data-id=\"6073317b-1aa8-421c-ba0b-d73b5e5fcc4b\">\u672c\u4f53<\/mark>\u548c EC \u7f16\u53f7\u4e2d\u7684 GO \u672f\u8bed\u4e4b\u95f4\u7684\u6bd4\u8f83\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>PhiGnet \u5c55\u793a\u4e86\u5728\u4e24\u4e2a\u6d4b\u8bd5\u96c6\u4e2d\u4e3a\u86cb\u767d\u8d28\u5206\u914d\u529f\u80fd\u6ce8\u91ca\u7684\u9884\u6d4b\u80fd\u529b\u3002\u5b83\u5206\u522b\u5bf9 GO \u672f\u8bed\u548c EC \u7f16\u53f7\u5b9e\u73b0\u4e86 0.70 \u548c 0.89 \u7684\u5e73\u5747 AUPR\uff0c\u4ee5\u53ca 0.80 \u548c 0.88 \u7684 Fmax \u5206\u6570\u3002<\/p>\n<p>\u603b\u4f53\u800c\u8a00\uff0cPhiGnet \u5728<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6570\u636e\u96c6\u4e0a\u7684\u8868\u73b0\u660e\u663e\u4f18\u4e8e\u6240\u6709\u76d1\u7763\u548c\u65e0\u76d1\u7763\u65b9\u6cd5\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u8fd8\u8bc1\u660e\u4e86 PhiGnet \u7684\u6cdb\u5316\u7a33\u5065\u6027\uff0c\u53ef\u4ee5\u6d4b\u8bd5\u4e0e\u8bad\u7ec3\u96c6\u4e2d\u7684\u86cb\u767d\u8d28\u5177\u6709\u4e0d\u540c\u5e8f\u5217\u540c\u4e00\u6027\u9608\u503c\u7684\u86cb\u767d\u8d28\u3002\u5728\u4e0d\u540c\u7684\u6700\u5927\u5e8f\u5217\u540c\u4e00\u6027\u6c34\u5e73\uff0830%\u300140%\u300150%\u300170% \u548c 95%\uff09\u4e0b\uff0c\u968f\u7740\u5e8f\u5217\u540c\u4e00\u6027\u7684\u589e\u52a0\uff0cPhiGnet \u8868\u73b0\u51fa\u66f4\u597d\u7684\u9884\u6d4b\u6027\u80fd\u3002<\/p>\n<h1><span class=\"ez-toc-section\" id=\"%E7%94%B1%E8%BF%9B%E5%8C%96%E7%89%B9%E5%BE%81%E9%A9%B1%E5%8A%A8\"><\/span><strong>\u7531\u8fdb\u5316\u7279\u5f81\u9a71\u52a8<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u8fdb\u5316\u6570\u636e\u5728 PhiGnet \u4e2d\u8d77\u7740\u91cd\u8981\u4f5c\u7528\uff0c\u53ef\u7528\u4e8e\u9884\u6d4b\u86cb\u767d\u8d28\u529f\u80fd\u6ce8\u91ca\u548c\u8bc6\u522b\u529f\u80fd\u4f4d\u70b9\u3002\u9996\u5148\uff0c\u8fdb\u884c\u4e86\u6d88\u878d\u5b9e\u9a8c\uff0c\u4ee5\u6d4b\u8bd5 EVC\/RC \u5bf9 PhiGnet \u7684\u8d21\u732e\u3002\u5b9e\u9a8c\u8868\u660e\uff0cPhiGnet \u53ef\u4ee5\u51c6\u786e\u5206\u914d\u86cb\u767d\u8d28\u529f\u80fd\u6ce8\u91ca\u3002\u6b64\u5916\uff0c\u4f7f\u7528 EVC \u6216 RC \u7684 PhiGnet \u8bc1\u660e\u4e86\u5b66\u4e60\u4e00\u822c\u5e8f\u5217\u529f\u80fd\u5173\u7cfb\u7684\u5f3a\u5927\u80fd\u529b\uff0c\u901a\u5e38\u6bd4\u5176\u4ed6\u65b9\u6cd5\u66f4\u597d\u6216\u4e00\u6837\u597d\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u8fdb\u4e00\u6b65\u7814\u7a76\u4e86 PhiGnet 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