{"id":35502,"date":"2024-12-26T05:00:01","date_gmt":"2024-12-25T21:00:01","guid":{"rendered":"https:\/\/17aitech.com\/?p=35502"},"modified":"2024-12-26T05:00:01","modified_gmt":"2024-12-25T21:00:01","slug":"%e7%aa%81%e7%a0%b4%e4%bc%a0%e7%bb%9f%ef%bc%9aai%e5%a6%82%e4%bd%95%e5%ba%94%e5%af%b9%e5%bf%83%e7%94%b5%e5%9b%be%e4%b8%ad%e7%9a%84%e9%95%bf%e5%b0%be%e6%8c%91%e6%88%98%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35502","title":{"rendered":"\u7a81\u7834\u4f20\u7edf\uff1aAI\u5982\u4f55\u5e94\u5bf9\u5fc3\u7535\u56fe\u4e2d\u7684\u957f\u5c3e\u6311\u6218\uff1f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-08-2\" target=\"_blank\">\u7a81\u7834\u4f20\u7edf\uff1aAI\u5982\u4f55\u5e94\u5bf9\u5fc3\u7535\u56fe\u4e2d\u7684\u957f\u5c3e\u6311\u6218\uff1f<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-3e4dc0cfdbab7dd26258942794d69f81.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-3e4dc0cfdbab7dd26258942794d69f81.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section>\u8fd1\u65e5\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u3001\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u548c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u9644\u5c5e\u745e\u91d1\u533b\u9662\u8054\u5408\u56e2\u961f\u53d1\u5e03\u57fa\u4e8e\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\u7684\u5fc3\u7535\u957f\u5c3e\u8bca\u65ad\u6a21\u578b\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9f592c3e4725a316fbd18de6cb19c17b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9f592c3e4725a316fbd18de6cb19c17b.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttp:\/\/arxiv.org\/abs\/2408.17154<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aSelf-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u7814\u7a76\u80cc\u666f<\/strong><\/section>\n<section><\/section>\n<section>\u968f\u7740\u533b\u7597\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u4f7f\u7528\u65e0\u521b\u624b\u6bb5\u6765\u51c6\u786e\u8bca\u65ad\u5fc3\u810f\u75be\u75c5\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u5728\u8fd9\u4e9b\u624b\u6bb5\u4e2d\uff0c\u5fc3\u7535\u56fe\uff08ECG\uff09\u56e0\u5176\u4f4e\u6210\u672c\u548c\u5e7f\u6cdb\u4f7f\u7528\u7684\u7279\u70b9\uff0c\u88ab\u8ba4\u4e3a\u662f\u8bca\u65ad\u5fc3\u810f\u5065\u5eb7\u7684\u5173\u952e\u5de5\u5177\u3002\u7136\u800c\uff0c\u5206\u6790 ECG \u6570\u636e\u9762\u4e34\u7740\u4e00\u4e2a\u91cd\u5927\u6311\u6218\uff1a\u6570\u636e\u7684\u957f\u5c3e\u5206\u5e03\u3002\u8fd9\u610f\u5473\u7740\u5927\u90e8\u5206 AI \u6280\u672f\u867d\u7136\u80fd\u6709\u6548\u68c0\u6d4b\u5e38\u89c1\u7684\u5fc3\u810f\u75c5\uff0c\u4f46\u5bf9\u4e8e\u7a00\u6709\u6216\u975e\u5178\u578b\u7684\u5f02\u5e38\u5f80\u5f80\u96be\u4ee5\u5bdf\u89c9\u3002\u8fd9\u4e9b\u672a\u88ab\u8bc6\u522b\u7684\u5f02\u5e38\uff08\u5982\u5ba4\u4e0a\u6027\u5fc3\u52a8\u8fc7\u901f\u3001\u5ba4\u98a4\u548c\u9ad8\u7ea7\u623f\u5ba4\u4f20\u5bfc\u963b\u6ede\uff09\u53ef\u80fd\u662f\u5fc3\u6e90\u6027\u4f11\u514b\u548c\u731d\u6b7b\u7b49\u81f4\u547d\u4e8b\u4ef6\u7684\u524d\u5146\u3002\u56e0\u6b64\uff0c\u5f00\u53d1\u80fd\u591f\u5904\u7406\u8fd9\u4e9b\u7f55\u89c1\u5f02\u5e38\u7684 AI \u6a21\u578b\u81f3\u5173\u91cd\u8981\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u3001\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u548c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u9644\u5c5e\u745e\u91d1\u533b\u9662\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u9996\u4e2a\u57fa\u4e8e\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\u7684\u5fc3\u7535\u957f\u5c3e\u8bca\u65ad\u6a21\u578b\uff0c\u5e76\u5728\u4ee5\u4e0b\u4e09\u4e2a\u65b9\u9762\u505a\u51fa\u4e86\u663e\u8457\u8d21\u732e\uff1a<\/section>\n<section><\/section>\n<ol>\n<li>\n<section>\u521b\u65b0\u6027\u65b9\u6cd5\uff1a\u8be5\u7814\u7a76\u9996\u6b21\u5c06\u81ea\u76d1\u7763\u5f02\u5e38\u68c0\u6d4b\u5f15\u5165\u4e3a\u9884\u8bad\u7ec3\u65b9\u5f0f\uff0c\u6a21\u62df\u4e13\u4e1a\u533b\u751f\u7684\u8bca\u65ad\u6d41\u7a0b\uff0c\u6210\u529f\u5f00\u53d1\u51fa\u5177\u6709\u957f\u5c3e\u8bca\u65ad\u80fd\u529b\u7684\u5fc3\u7535 AI \u6a21\u578b\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u5bf9\u5e38\u89c1\u53ca\u7a00\u6709\u5fc3\u810f\u75be\u75c5\u7684\u8bca\u65ad\u51c6\u786e\u6027\u3002<\/section>\n<\/li>\n<li>\n<section>\u4e25\u8c28\u7684\u6570\u636e\u9a8c\u8bc1\uff1a\u7814\u7a76\u56e2\u961f\u5728\u4e00\u4e2a\u5927\u89c4\u6a21\u7684\u4e34\u5e8a ECG \u8bb0\u5f55\u6570\u636e\u96c6\u4e0a\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4e25\u683c\u9a8c\u8bc1\u3002\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e86 2012 \u5e74\u81f3 2021 \u5e74\u671f\u95f4\u5728\u4e0a\u6d77\u771f\u5b9e\u533b\u9662\u73af\u5883\u4e2d\u6536\u96c6\u7684\u8d85\u8fc7\u4e00\u767e\u4e07\u4efd ECG \u6837\u672c\uff0c\u6db5\u76d6\u4e86 116 \u79cd\u4e0d\u540c\u7684 ECG \u7c7b\u578b\u3002\u7ecf\u8fc7\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\u7684\u6a21\u578b\u5728 ECG \u8bca\u65ad\u53ca\u5f02\u5e38\u68c0\u6d4b \/ \u5b9a\u4f4d\u7684\u5185\u90e8\u548c\u5916\u90e8\u8bc4\u4f30\u4e2d\u5747\u5c55\u73b0\u4e86\u663e\u8457\u7684\u6574\u4f53\u51c6\u786e\u6027\u63d0\u5347\u3002\u5c24\u5176\u662f\u5728\u5904\u7406\u7a00\u6709 ECG \u7c7b\u578b\u65f6\uff0c\u8be5\u6a21\u578b\u5b9e\u73b0\u4e86 94.7% \u7684 AUROC\u300192.2% \u7684\u7075\u654f\u5ea6\u548c 92.5% \u7684\u7279\u5f02\u6027\uff0c\u660e\u663e\u4f18\u4e8e\u4f20\u7edf\u65b9\u6cd5\uff0c\u5e76\u663e\u8457\u7f29\u5c0f\u4e86\u4e0e\u5e38\u89c1 ECG \u7c7b\u578b\u8bca\u65ad\u6027\u80fd\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002<\/section>\n<\/li>\n<li>\n<section>\u524d\u77bb\u6027\u4e34\u5e8a\u9a8c\u8bc1\uff1a\u5728\u524d\u77bb\u6027\u9a8c\u8bc1\u4e2d\uff0c\u91c7\u7528\u8be5\u6a21\u578b\u8f85\u52a9\u8bca\u65ad\u7684\u5fc3\u810f\u75c5\u533b\u751f\u76f8\u6bd4\u4e8e\u5355\u72ec\u5de5\u4f5c\u7684\u533b\u751f\uff0c\u8bca\u65ad\u51c6\u786e\u7387\u63d0\u9ad8\u4e86 6.7%\uff0c\u8bca\u65ad\u5b8c\u6574\u6027\u63d0\u5347\u4e86 11.8%\uff0c\u8bca\u65ad\u65f6\u95f4\u51cf\u5c11\u4e86 32%\u3002\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\uff0c\u5c06\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\u96c6\u6210\u5230 ECG \u5206\u6790\u4e2d\uff0c\u5177\u6709\u6781\u5927\u7684\u6f5c\u529b\u6765\u89e3\u51b3\u4e34\u5e8a\u8bca\u65ad\u4e2d\u957f\u5c3e\u6570\u636e\u5206\u5e03\u7684\u6311\u6218\u3002<\/section>\n<\/li>\n<\/ol>\n<section><\/section>\n<section>\u63a5\u4e0b\u6765\u5c06\u4ece\u6570\u636e\u3001\u65b9\u6cd5\u4e0e\u5b9e\u9a8c\u7ed3\u679c\u4e09\u4e2a\u65b9\u9762\u4ecb\u7ecd\u539f\u6587\u7ec6\u8282\u3002<\/section>\n<section><\/section>\n<section><strong>\u6570\u636e\u4ecb\u7ecd<\/strong><\/section>\n<section><\/section>\n<section>\u672c\u7814\u7a76\u4f7f\u7528\u4e86\u4e00\u4e2a\u6db5\u76d6\u4ece 2012 \u5e74\u81f3 2021 \u5e74\u671f\u95f4\u4e0a\u6d77\u771f\u5b9e\u533b\u9662\u6570\u636e\u7684\u5927\u89c4\u6a21\u5fc3\u7535\u56fe\uff08ECG\uff09\u6570\u636e\u96c6\uff0c\u603b\u5171\u5305\u542b 1089367 \u4e2a\u6837\u672c\u3002\u6bcf\u4e2a\u6837\u672c\u4e0d\u4ec5\u5305\u62ec\u5fc3\u7535\u56fe\u4fe1\u53f7\u56fe\u50cf\uff0c\u8fd8\u5305\u542b\u4e00\u4e2a\u8be6\u7ec6\u7684\u8bca\u65ad\u6458\u8981\uff0c\u8bb0\u5f55\u4e86\u7279\u5b9a\u7684\u5f02\u5e38\u60c5\u51b5\u3002\u6570\u636e\u96c6\u4e2d\u6db5\u76d6\u4e86\u4ece\u5e38\u89c1\u5230\u7f55\u89c1\u7684 116 \u79cd\u5fc3\u7535\u5f02\u5e38\u7c7b\u578b\u3002\u4f8b\u5982\uff0c\u623f\u5ba4\u4f20\u5bfc\u963b\u6ede\u662f\u4e00\u79cd\u8f83\u5e38\u89c1\u7684\u7c7b\u578b\uff0c\u6709\u6570\u4e07\u4e2a\u6837\u672c\uff1b\u800c\u53cc\u5ba4\u80a5\u5927\u5219\u662f\u4e00\u79cd\u975e\u5e38\u7f55\u89c1\u7684\u5f02\u5e38\uff0c\u4ec5\u6709\u6781\u5c11\u7684\u6837\u672c\u3002\u8fd9\u79cd\u660e\u663e\u7684\u957f\u5c3e\u5206\u5e03\u7a81\u51fa\u4e86\u7814\u7a76\u4e2d\u7684\u6311\u6218\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-c4c63912a8cc36e13e7f2752e3526f81.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-c4c63912a8cc36e13e7f2752e3526f81.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe\u4e00\uff1a\u5fc3\u7535\u7c7b\u578b\u957f\u5c3e\u5206\u5e03\u60c5\u51b5<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u8fd9 116 \u79cd\u5fc3\u7535\u56fe\u7c7b\u578b\u53ef\u4ee5\u5927\u81f4\u5206\u4e3a\u4e09\u7c7b\uff1a\u75be\u75c5\u5206\u7c7b\u3001\u975e\u7279\u5f02\u6027\u7279\u5f81\u4ee5\u53ca\u4fe1\u53f7\u91c7\u96c6\u3002\u7814\u7a76\u56e2\u961f\u6536\u96c6\u4e86\u622a\u81f3 2020 \u5e74\u7684\u6240\u6709\u5fc3\u7535\u56fe\u8bb0\u5f55\uff0c\u5171\u8ba1 416,951 \u4e2a\u6b63\u5e38\u5fc3\u7535\u56fe\u548c 482,976 \u4e2a\u5f02\u5e38\u5fc3\u7535\u56fe\uff0c\u5e76\u5c06\u5176\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u3002\u4e3a\u6709\u6548\u8bc4\u4f30\u6a21\u578b\u5728\u957f\u5c3e\u5206\u5e03\u573a\u666f\u4e0b\u7684\u5206\u7c7b\u6027\u80fd\uff0c\u7814\u7a76\u56e2\u961f\u5728 2021 \u5e74\u7684\u5fc3\u7535\u56fe\u6570\u636e\u4e0a\u8fdb\u884c\u4e86\u5185\u90e8\u9a8c\u8bc1\uff0c\u9a8c\u8bc1\u6570\u636e\u5305\u62ec 94,304 \u4e2a\u6b63\u5e38\u5fc3\u7535\u56fe\u548c 95,136 \u4e2a\u5f02\u5e38\u5fc3\u7535\u56fe\u3002\u4e3a\u8fdb\u4e00\u6b65\u6d4b\u8bd5\u6a21\u578b\u7684\u9002\u5e94\u6027\uff0c\u56e2\u961f\u6839\u636e\u5fc3\u7535\u56fe\u7c7b\u578b\u7684\u51fa\u73b0\u9891\u7387\u5c06\u9a8c\u8bc1\u96c6\u5212\u5206\u4e3a\u4e09\u79cd\u4e0d\u540c\u7684\u6d4b\u8bd5\u96c6\uff1a\u5e38\u89c1\u7c7b\u578b\u3001\u4e0d\u5e38\u89c1\u7c7b\u578b\u548c\u7f55\u89c1\u7c7b\u578b\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-fd22f9f5102eb9f40a0aad6378bd9292.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-fd22f9f5102eb9f40a0aad6378bd9292.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe\u4e8c\uff1a\u6570\u636e\u96c6\u5177\u4f53\u7c7b\u578b\uff0c\u5e74\u9f84\u6027\u522b\u5206\u5e03\uff0c\u4e0e\u5916\u90e8\u9a8c\u8bc1\u7684\u5f00\u6e90\u6570\u636e\u96c6 PTB-XL \u5bf9\u6bd4<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5\u4ecb\u7ecd<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u672c\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u9896\u7684\u4e24\u9636\u6bb5\u6846\u67b6\uff0c\u5c06 ECG \u8bca\u65ad\u8f6c\u5316\u4e3a\u4e00\u4e2a\u7ec6\u7c92\u5ea6\u3001\u957f\u5c3e\u5206\u7c7b\u95ee\u9898\u3002\u9996\u5148\uff0c\u6846\u67b6\u901a\u8fc7\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\u9636\u6bb5\u6765\u5b9a\u4f4d\u5fc3\u7535\u56fe\u4e2d\u7684\u5f02\u5e38\u533a\u57df\uff0c\u8fd9\u6709\u52a9\u4e8e\u540e\u7eed\u5206\u7c7b\u4efb\u52a1\u7684\u96c6\u4e2d\u548c\u7cbe\u786e\u6267\u884c\u3002\u57fa\u7840\u5047\u8bbe\u662f\uff0c\u9884\u8bad\u7ec3\u901a\u8fc7\u4e13\u6ce8\u4e8e\u533a\u5206\u6b63\u5e38\u548c\u5f02\u5e38\u4fe1\u53f7\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u66f4\u6709\u6548\u5730\u8bc6\u522b\u7f55\u89c1\u5f02\u5e38\u7684\u7279\u5f81\uff0c\u8fdb\u800c\u63d0\u5347\u6a21\u578b\u5728\u957f\u5c3e\u6570\u636e\u5206\u5e03\u4e0a\u7684\u8868\u73b0\u3002\u5206\u7c7b\u7ec4\u4ef6\u65e0\u7f1d\u96c6\u6210\u5230\u9884\u8bad\u7ec3\u7684\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\u4e2d\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u989d\u5916\u5206\u7c7b\u5934\uff0c\u786e\u4fdd\u4e00\u4e2a\u7edf\u4e00\u7684\u8bca\u65ad\u6d41\u7a0b\uff0c\u6a21\u62df\u4e13\u5bb6\u5fc3\u810f\u75c5\u5b66\u5bb6\u6240\u8fdb\u884c\u7684\u5168\u9762\u3001\u9010\u6b65\u5206\u6790\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u6846\u67b6\u7684\u6838\u5fc3\u521b\u65b0\u5728\u4e8e\uff0c\u8bbe\u8ba1\u4e86\u4e00\u79cd\u4e13\u95e8\u9488\u5bf9 ECG \u4fe1\u53f7\u7684\u65b0\u578b\u63a9\u7801\u548c\u6062\u590d\u6280\u672f\uff0c\u7528\u4e8e\u81ea\u76d1\u7763\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\u3002\u8be5\u6846\u67b6\u7684\u6838\u5fc3\u7ec4\u4ef6\u662f\u591a\u5c3a\u5ea6\u4ea4\u53c9\u6ce8\u610f\u529b\u6a21\u5757\uff0c\u5927\u5927\u589e\u5f3a\u4e86\u6a21\u578b\u5728\u6574\u5408\u5168\u5c40\u4e0e\u5c40\u90e8\u4fe1\u53f7\u7279\u5f81\u65b9\u9762\u7684\u80fd\u529b\u3002\u4e0e\u73b0\u6709\u4e3b\u8981\u805a\u7126\u4e8e\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7684\u5f02\u5e38\u68c0\u6d4b\u65b9\u6cd5\u4e0d\u540c\uff0c\u672c\u7814\u7a76\u8fd8\u6574\u5408\u4e86 QRS \u548c QT \u95f4\u671f\u7b49\u5173\u952e ECG \u53c2\u6570\u4ee5\u53ca\u5e74\u9f84\u3001\u6027\u522b\u7b49\u4eba\u53e3\u7edf\u8ba1\u56e0\u7d20\uff0c\u8fd9\u4e9b\u56e0\u7d20\u5bf9\u4e8e\u51c6\u786e\u7406\u89e3\u4e2a\u4f53\u5fc3\u810f\u72b6\u51b5\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u8fd9\u79cd\u7efc\u5408\u96c6\u6210\uff0c\u8be5\u6846\u67b6\u80fd\u591f\u66f4\u7ec6\u81f4\u5730\u89e3\u8bfb ECG \u4fe1\u53f7\uff0c\u51cf\u5c11\u4e2a\u4f53\u5dee\u5f02\u5bf9\u8bca\u65ad\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u663e\u8457\u63d0\u5347\u8bca\u65ad\u7684\u51c6\u786e\u6027\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-6fcc339c705c3df64df2f491dd10cf06.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-6fcc339c705c3df64df2f491dd10cf06.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe\u4e09\uff1a\u63d0\u51fa\u7684\u4e24\u9636\u6bb5 ECG \u8bca\u65ad\u6846\u67b6\u4eff\u7167\u533b\u751f\u7684\u8bca\u65ad\u6d41\u7a0b\uff0c\u5305\u62ec\u4e24\u4e2a\u4e3b\u8981\u6b65\u9aa4\uff0c\u5373\u81ea\u76d1\u7763\u7684\u5fc3\u7535\u56fe\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\u548c\u57fa\u4e8e\u9884\u8bad\u7ec3\u7684\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\u5fae\u8c03\u5206\u7c7b\u5668<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>\uff081\uff09\u5185\u90e8\u9a8c\u8bc1<\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u4f7f\u7528\u7b80\u5355\u7684\u76d1\u7763\u5206\u7c7b\u65b9\u6cd5\u65f6\uff0c\u968f\u7740 ECG \u7c7b\u578b\u4ece\u5e38\u89c1\u8f6c\u4e3a\u7a00\u6709\uff0c\u6a21\u578b\u6027\u80fd\u663e\u8457\u4e0b\u964d\u3002\u7136\u800c\uff0c\u5f53\u5f15\u5165\u57fa\u4e8e\u9884\u8bad\u7ec3\u7684\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\uff08\u4f7f\u7528\u6b63\u5e38 ECG \u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff09\u540e\uff0c\u8fd9\u79cd\u6027\u80fd\u4e0b\u964d\u5f97\u5230\u4e86\u660e\u663e\u7f13\u89e3\u3002\u5728\u5b9e\u9a8c\u4e2d\uff0c\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u4e24\u79cd\u8bbe\u7f6e\uff081. \u56fa\u5b9a\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\uff0c\u4ec5\u5fae\u8c03\u5206\u7c7b\u5668\uff0c2. \u8054\u5408\u8bad\u7ec3\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\u548c\u5206\u7c7b\u5668\uff09\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u7ed3\u679c\u663e\u793a\uff0c\u65e0\u8bba\u54ea\u79cd\u8bbe\u7f6e\uff0c\u6a21\u578b\u5728\u5904\u7406\u6240\u6709\u6570\u636e\u5b50\u96c6\u65f6\u7684\u6307\u6807\u5747\u6709\u6240\u6539\u5584\uff0c\u5c24\u5176\u662f\u5728\u5e94\u5bf9\u957f\u5c3e\u7a00\u6709\u6570\u636e\u65f6\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002<\/section>\n<section><\/section>\n<section>\u8868\u4e00\uff1a\u5fc3\u7535\u8bca\u65ad\u5185 \/ \u5916\u90e8\u9a8c\u8bc1\u7ed3\u679c<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f3a65169c74380053b69183293c7884d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f3a65169c74380053b69183293c7884d.png\"><\/a><\/p>\n<section>\u9664\u4e86\u8bc4\u4f30\u603b\u4f53\u8bca\u65ad\u6027\u80fd\u5916\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u5173\u952e\u4eba\u53e3\u7279\u5f81\u4e0a\u7684\u516c\u5e73\u6027\u4e5f\u81f3\u5173\u91cd\u8981\uff0c\u5c24\u5176\u662f\u5728\u4e34\u5e8a\u5e94\u7528\u4e2d\uff0c\u4e0d\u540c\u5e74\u9f84\u7ec4\u548c\u6027\u522b\u4e4b\u95f4\u7684\u8bca\u65ad\u51c6\u786e\u6027\u9700\u8981\u4fdd\u6301\u4e00\u81f4\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u7537\u6027\u548c\u5973\u6027\u4e4b\u95f4\u7684\u8bca\u65ad\u6027\u80fd\u57fa\u672c\u76f8\u5f53\u3002\u5728\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u4e2d\uff0c\u4e0d\u540c\u5e74\u9f84\u7ec4\u7684\u8bca\u65ad\u6027\u80fd\u4e5f\u76f8\u5bf9\u4e00\u81f4\uff0c\u867d\u7136\u5728 10 \u5c81\u4ee5\u4e0b\u548c 90 \u5c81\u4ee5\u4e0a\u60a3\u8005\u4e2d\u7684\u8868\u73b0\u7565\u4f4e\uff0c\u4f46\u5728 10 \u5c81\u81f3 90 \u5c81\u4e4b\u95f4\u7684\u5e74\u9f84\u7ec4\u4e2d\uff0c\u6a21\u578b\u7684 AUROC \u548c\u7279\u5f02\u6027\u5747\u4fdd\u6301\u5728 90% \u4ee5\u4e0a\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-cd81fa276a9de2e49afe91c94423bfa4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-cd81fa276a9de2e49afe91c94423bfa4.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe\u56db\uff1a\u957f\u5c3e\u7c7b\u578b\u7684\u8bca\u65ad\u7ed3\u679c\uff0c\u8bca\u65ad\u516c\u5e73\u6027\u4e0e\u5f02\u5e38\u5b9a\u4f4d\u6548\u679c<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5728\u5f02\u5e38\u68c0\u6d4b\u6027\u80fd\u8bc4\u4f30\u4e0a\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u7684\u65b9\u6cd5\u5728\u5927\u591a\u6570\u8bc4\u4ef7\u6307\u6807\u4e0a\u5747\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\uff0c\u6db5\u76d6\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u96c6\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u8be5\u65b9\u6cd5\u5b9e\u73b0\u4e86 91.2% \u7684 AUROC\uff0c83.7% \u7684 F1 \u5206\u6570\uff0c84.2% \u7684\u654f\u611f\u6027\uff0c83.0% \u7684\u7279\u5f02\u6027\uff0c\u4ee5\u53ca\u5728\u56fa\u5b9a 90% \u53ec\u56de\u7387\u4e0b 75.6% \u7684\u7cbe\u5ea6\uff0c\u663e\u8457\u8d85\u8d8a\u4e86\u5176\u4ed6\u7ade\u4e89\u65b9\u6cd5\u3002\u8be5\u6a21\u578b\u5bf9\u7ec6\u5fae\u4fe1\u53f7\u6a21\u5f0f\u53d8\u5316\u7684\u654f\u611f\u6027\u66f4\u9ad8\uff0c\u80fd\u591f\u6bd4\u771f\u5b9e\u60c5\u51b5\u4e2d\u7684\u5e7f\u6cdb\u6807\u6ce8\u66f4\u7cbe\u786e\u5730\u5b9a\u4f4d\u5f02\u5e38\u3002\u8fd9\u4e9b\u7cbe\u51c6\u5b9a\u4f4d\u4e3a\u6f5c\u5728\u5f02\u5e38\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u89c1\u89e3\uff0c\u4ece\u800c\u4e3a\u533b\u7597\u4ece\u4e1a\u8005\u63d0\u4f9b\u4e86\u663e\u8457\u652f\u6301\u3002<\/section>\n<section><\/section>\n<section>\u8868\u4e8c\uff1a\u5fc3\u7535\u5f02\u5e38\u68c0\u6d4b\u4e0e\u5b9a\u4f4d\u5b9e\u9a8c\u7ed3\u679c<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d3dfd62da4ccfaea94b3233daefe4817.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d3dfd62da4ccfaea94b3233daefe4817.png\"><\/a><\/p>\n<section>\uff082\uff09\u5916\u90e8\u9a8c\u8bc1<\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u6b27\u6d32\u7684\u5f00\u6e90\u5fc3\u7535\u6570\u636e\u96c6 PTB-XL \u5bf9\u7814\u7a76\u65b9\u6cd5\u548c\u57fa\u7ebf\u6a21\u578b\u8fdb\u884c\u4e86\u5916\u90e8\u9a8c\u8bc1\u3002\u4e0e\u5185\u90e8\u6570\u636e\u96c6\u76f8\u6bd4\uff0c\u8be5\u6570\u636e\u96c6\u5728\u5e74\u9f84\u5206\u5e03\u3001\u4fe1\u53f7\u91c7\u96c6\u8d28\u91cf\u548c\u5fc3\u7535\u56fe\u4fe1\u53f7\u7c7b\u578b\u65b9\u9762\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002\u901a\u8fc7\u7ebf\u6027\u63a2\u6d4b\u5c06\u672c\u65b9\u6cd5\u5e94\u7528\u4e8e\u5916\u90e8\u9a8c\u8bc1\u6570\u636e\u96c6\u65f6\uff0c\u8054\u5408\u8bad\u7ec3\u7684\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\u4e0e\u5206\u7c7b\u5668\u5b9e\u73b0\u4e86\u6700\u9ad8\u7684\u8bca\u65ad\u51c6\u786e\u6027\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5728\u7ebf\u6027\u63a2\u6d4b\u8fc7\u7a0b\u4e2d\uff0c\u53ea\u6709\u5206\u7c7b\u5668\u7684\u6700\u7ec8\u7ebf\u6027\u5c42\u53c2\u4e0e\u4e86\u8bad\u7ec3\uff0c\u800c\u5176\u4f59\u6a21\u578b\u53c2\u6570\u5219\u4fdd\u6301\u4e0d\u53d8\u3002<\/section>\n<section><\/section>\n<section>\uff083\uff09\u524d\u77bb\u9a8c\u8bc1<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u4e25\u683c\u8bc4\u4f30\u6a21\u578b\u5728\u771f\u5b9e\u4e34\u5e8a\u73af\u5883\u4e2d\u7684\u8868\u73b0\uff0c\u7814\u7a76\u56e2\u961f\u5728\u4e0d\u8fdb\u884c\u5fae\u8c03\u7684\u60c5\u51b5\u4e0b\uff0c\u5c06\u6a21\u578b\u90e8\u7f72\u5728\u533b\u9662\u73af\u5883\u4e2d\uff0c\u8bbe\u7f6e\u4e86 AI \u8f85\u52a9\u8bca\u65ad\u7ec4\u548c\u5bf9\u7167\u7ec4\uff0c\u901a\u8fc7\u5bf9\u6bd4\u4e24\u7ec4\u533b\u751f\u7684\u8bca\u65ad\u51c6\u786e\u7387\u3001\u8bca\u65ad\u6548\u7387\u548c\u7ed3\u8bba\u5b8c\u6574\u5ea6\uff0c\u6765\u9a8c\u8bc1 AI \u6a21\u578b\u8f85\u52a9\u8bca\u65ad\u5bf9\u5fc3\u810f\u75c5\u4e13\u5bb6\u8bca\u65ad\u8fc7\u7a0b\u7684\u5f71\u54cd\u3002\u6bcf\u4efd\u5fc3\u7535\u56fe\u90fd\u7531\u81f3\u5c11\u4e09\u4f4d\u5fc3\u810f\u75c5\u4e13\u5bb6\u5728\u4e0d\u540c\u6761\u4ef6\u4e0b\u8fdb\u884c\u8bc4\u4f30\uff1a\u00a0<\/section>\n<section><\/section>\n<section>a. \u5fc3\u810f\u75c5\u4e13\u5bb6 A \u7684\u4efb\u52a1\u662f\u5728\u5c3d\u53ef\u80fd\u77ed\u7684\u65f6\u95f4\u5185\u63d0\u4f9b\u8bca\u65ad\u7ed3\u8bba\uff0c\u6a21\u62df\u7d27\u6025\u60c5\u51b5\u4e0b\u9700\u8981\u5feb\u901f\u51b3\u7b56\u7684\u573a\u666f\u3002\u00a0<\/section>\n<section>b. \u5fc3\u810f\u75c5\u4e13\u5bb6 B \u5728\u6ca1\u6709\u65f6\u95f4\u9650\u5236\u7684\u60c5\u51b5\u4e0b\u72ec\u7acb\u8fdb\u884c\u8bca\u65ad\uff0c\u4ee3\u8868\u5e38\u89c4\u8bca\u65ad\u6d41\u7a0b\u3002\u00a0<\/section>\n<section>c. \u5fc3\u810f\u75c5\u4e13\u5bb6 C \u5728 AI \u6a21\u578b\u7684\u8f85\u52a9\u4e0b\u8fdb\u884c\u8bca\u65ad\uff0c\u6a21\u578b\u4e3a\u6bcf\u4e2a\u75c5\u4f8b\u63d0\u4f9b\u4e86\u4e94\u79cd\u6700\u6709\u53ef\u80fd\u7684\u5f02\u5e38\u7c7b\u578b\u4f5c\u4e3a\u53c2\u8003\u3002<\/section>\n<section><\/section>\n<section>\u5728\u65f6\u95f4\u9650\u5236\u4e0b\uff0c\u5fc3\u810f\u75c5\u4e13\u5bb6\u7684\u8bca\u65ad\u51c6\u786e\u6027\u8f83\u4f4e\uff0c\u5fc3\u810f\u75c5\u4e13\u5bb6 A \u7684\u7ed3\u8bba\u4e0d\u591f\u5168\u9762\uff0c\u4e3b\u8981\u96c6\u4e2d\u4e8e\u8bc6\u522b\u5173\u952e\u75be\u75c5\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5728\u6ca1\u6709\u65f6\u95f4\u9650\u5236\u7684\u60c5\u51b5\u4e0b\uff0c\u5fc3\u810f\u75c5\u4e13\u5bb6 B \u7684\u8bca\u65ad\u5168\u9762\u6027\u548c\u51c6\u786e\u6027\u90fd\u6709\u663e\u8457\u63d0\u5347\u3002AI \u65b9\u6cd5\u7684\u4f18\u52bf\u5728\u4e8e\u5206\u6790\u4e00\u4efd\u5fc3\u7535\u56fe\u53ea\u9700 0.055 \u79d2\uff0c\u901f\u5ea6\u5927\u7ea6\u662f\u4eba\u7c7b\u6025\u8bca\u8bca\u65ad\u65f6\u95f4\u7684 1000 \u500d\u3002\u9664\u4e86\u901f\u5ea6\u4f18\u52bf\u5916\uff0cAI \u65b9\u6cd5\u8fd8\u5b9e\u73b0\u4e86 81.9% \u7684\u8bca\u65ad\u51c6\u786e\u7387\uff0c\u660e\u663e\u4f18\u4e8e\u672a\u4f7f\u7528\u8f85\u52a9\u5de5\u5177\u7684\u4eba\u7c7b 67.7% \u7684\u8bca\u65ad\u51c6\u786e\u7387\u3002\u5f53\u7ed3\u5408\u4e34\u5e8a\u5b9e\u8df5\u65f6\uff0cAI \u8f85\u52a9\u7684\u5fc3\u810f\u75c5\u4e13\u5bb6\u8bca\u65ad\u51c6\u786e\u7387\u8fbe\u5230\u4e86 84.0%\uff0c\u6bd4\u672a\u4f7f\u7528\u8f85\u52a9\u5de5\u5177\u7684\u8bca\u65ad\u63d0\u9ad8\u4e86 6.7%\u3002\u6b64\u5916\uff0c\u8bca\u65ad\u6548\u7387\u663e\u8457\u63d0\u9ad8\uff0c\u5e73\u5747\u8bca\u65ad\u65f6\u95f4\u7f29\u77ed\u4e86 36 \u79d2\u3002AI \u7cfb\u7edf\u8fd8\u63d0\u4f9b\u4e86\u66f4\u8be6\u7ec6\u7684\u4fe1\u53f7\u6a21\u5f0f\u548c\u8282\u5f8b\u5206\u6790\uff0c\u7279\u522b\u662f\u5728\u8bc6\u522b T \u6ce2\u53d8\u5316\u548c\u7aa6\u6027\u5fc3\u52a8\u8fc7\u901f\u7b49\u7ec6\u5fae\u53d8\u5316\u65b9\u9762\uff0c\u4f7f 11.8% \u7684\u5fc3\u7535\u56fe\u7ed3\u8bba\u66f4\u52a0\u5168\u9762\uff0c\u4ece\u800c\u63d0\u5347\u4e86\u8bca\u65ad\u7ed3\u679c\u7684\u6574\u4f53\u8d28\u91cf\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d9a6c9e2b3de74648ebe03ded9f77dd1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d9a6c9e2b3de74648ebe03ded9f77dd1.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe\u4e94\uff1a\u524d\u77bb\u9a8c\u8bc1\u4e2d\uff0c\u8bca\u65ad\u51c6\u786e\u7387\uff0c\u7ed3\u8bba\u5b8c\u6574\u6027\u4e0e\u8bca\u65ad\u65f6\u95f4\u5bf9\u6bd4<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5728\u4e34\u5e8a\u8bca\u65ad\u4e2d\uff0c\u5c24\u5176\u662f\u9762\u5bf9\u957f\u5c3e\u5f02\u5e38\uff0c\u5fc3\u810f\u75c5\u4e13\u5bb6\u5728\u65f6\u95f4\u9650\u5236\u6216\u7ecf\u9a8c\u4e0d\u8db3\u7684\u60c5\u51b5\u4e0b\uff0c\u5bb9\u6613\u51fa\u73b0\u8bef\u8bca\uff0c\u901a\u5e38\u8868\u73b0\u4e3a\u8f83\u9ad8\u7684\u7279\u5f02\u6027\uff08&gt;99%\uff09\u4f46\u654f\u611f\u6027\u5374\u975e\u5e38\u4f4e\uff08&lt;50%\uff09\u3002\u5c06 AI \u6574\u5408\u5230\u8bca\u65ad\u8fc7\u7a0b\u4e2d\uff0c\u663e\u8457\u51cf\u5c11\u4e86\u8fd9\u4e9b\u8bef\u8bca\uff0c\u63d0\u9ad8\u4e86\u5bf9\u7f55\u89c1\u5f02\u5e38\u7684\u68c0\u6d4b\u80fd\u529b\uff0c\u5e76\u7a81\u51fa\u4e86\u5173\u952e\u7684\u4fe1\u53f7\u6a21\u5f0f\u3002\u5f53 AI \u4f5c\u4e3a\u8f85\u52a9\u5de5\u5177\u4f7f\u7528\u65f6\uff0c\u5fc3\u810f\u75c5\u4e13\u5bb6\u5728\u5904\u7406\u957f\u5c3e\u6570\u636e\u65f6\u7684\u654f\u611f\u6027\u4ece 46.9% \u63d0\u9ad8\u5230 71.4%\uff0c\u540c\u65f6\u7279\u5f02\u6027\u4ecd\u4fdd\u6301\u5728 99.7% \u7684\u9ad8\u6c34\u5e73\u3002\u8fd9\u8868\u660e AI \u5728\u589e\u5f3a\u4e34\u5e8a\u51b3\u7b56\uff0c\u7279\u522b\u662f\u5728\u5177\u6709\u6311\u6218\u6027\u7684\u8bca\u65ad\u573a\u666f\u4e2d\uff0c\u5c55\u73b0\u51fa\u4e86\u5de8\u5927\u7684\u6f5c\u529b\u3002<\/section>\n<section><\/section>\n<section>\u8868\u4e09\uff1a\u524d\u77bb\u9a8c\u8bc1\u4e2d\uff0c\u5e38\u89c1\u4e0e\u957f\u5c3e\u5fc3\u7535\u7c7b\u578b\u7684\u8bca\u65ad\u654f\u611f\u6027\uff0c\u7279\u5f02\u6027\u5bf9\u6bd4<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-15d64a8e36f30ad414044fd063078e5d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-15d64a8e36f30ad414044fd063078e5d.png\"><\/a><\/p>\n<section><strong>\u7814\u7a76\u4ef7\u503c<\/strong><\/section>\n<section><\/section>\n<section>\u4f5c\u4e3a\u9996\u4e2a\u57fa\u4e8e\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\u7684\u5fc3\u7535\u957f\u5c3e\u8bca\u65ad\u6a21\u578b\uff0c\u8be5\u7814\u7a76\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u5c55\u73b0\u4e86\u5176\u91cd\u8981\u4ef7\u503c\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u4e34\u5e8a\u5e94\u7528\u7684\u5de8\u5927\u6f5c\u529b\uff1a\u901a\u8fc7\u5f02\u5e38\u68c0\u6d4b\u9884\u8bad\u7ec3\uff0c\u8be5\u6a21\u578b\u80fd\u591f\u4ee5\u8fdc\u8d85\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5fc3\u810f\u75c5\u4e13\u5bb6\u7684\u901f\u5ea6\uff0c\u63d0\u4f9b\u51c6\u786e\u4e14\u5168\u9762\u7684\u8bca\u65ad\u7ed3\u679c\u3002\u8fd9\u8868\u660e\uff0cAI \u8f85\u52a9\u7cfb\u7edf\u5728\u4e34\u5e8a\u8bca\u65ad\u4e2d\u5177\u6709\u5e7f\u9614\u7684\u5e94\u7528\u524d\u666f\uff0c\u65e0\u8bba\u662f\u5728\u7d27\u6025\u60c5\u51b5\u4e0b\u8fd8\u662f\u5e38\u89c4 ECG 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