{"id":99287,"date":"2019-05-10T00:00:50","date_gmt":"2019-05-17T08:20:37","guid":{"rendered":"http:\/\/www.05921.net\/index.php\/99287\/"},"modified":"2019-05-17T16:20:39","modified_gmt":"2019-05-17T08:20:39","slug":"39e362e3fb","status":"publish","type":"post","link":"https:\/\/www.05921.net\/index.php\/99287\/","title":{"rendered":"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<section class=\"xmteditor\" style=\"display:none;\"  ><\/section>\n<p style=\"font-size: 16px;white-space: normal;text-align: center;\"><img class=\"rich_pages\"      src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2019\/05\/10-1558081238.gif\" alt=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\" title=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\"><\/p>\n<p style=\"font-size: 16px;white-space: normal;\"><br  \/><\/p>\n<p style=\"margin-top: 5px;margin-bottom: 5px;padding-bottom: 25px;white-space: normal;overflow-wrap: break-word;font-family: Avenir, &quot;Hiragino Sans GB&quot;, &quot;Noto Sans S Chinese&quot;, &quot;Microsoft Yahei&quot;, &quot;Microsoft Sans Serif&quot;, &quot;WenQuanYi Micro Hei&quot;, sans-serif;font-size: 14px;line-height: 1.75em;\"><span style=\"font-size: 17px;\">\u80ba\u764c\u9884\u540e\u6781\u5dee\uff0c\u6211\u56fd\u80ba\u764c\u7684 5 \u5e74\u751f\u5b58\u7387\u4ec5\u4e3a 16.1%\u30022015 \u5e74\uff0c\u6211\u56fd\u80ba\u764c\u7684\u53d1\u75c5\u548c\u6b7b\u4ea1\u4f8b\u6570\u5206\u522b\u8fbe 733,300 \u4eba\u548c 610,200 \u4eba\uff0c\u53d1\u75c5\u7387\u548c\u6b7b\u4ea1\u7387\u975e\u5e38\u63a5\u8fd1\uff0c\u5176\u539f\u56e0\u4e3b\u8981\u662f\u7531\u4e8e\u4e34\u5e8a\u8bca\u65ad\u75c5\u4f8b\u591a\u5df2\u4e3a\u665a\u671f\uff0c\u5931\u53bb\u4e86\u624b\u672f\u673a\u4f1a\u3002<\/span><\/p>\n<p style=\"margin-top: 5px;margin-bottom: 5px;padding-bottom: 25px;white-space: normal;overflow-wrap: break-word;font-family: Avenir, &quot;Hiragino Sans GB&quot;, &quot;Noto Sans S Chinese&quot;, &quot;Microsoft Yahei&quot;, &quot;Microsoft Sans Serif&quot;, &quot;WenQuanYi Micro Hei&quot;, sans-serif;font-size: 14px;line-height: 1.75em;\"><span style=\"font-size: 17px;\">\u56e0\u6b64\uff0c\u80ba\u764c\u7684\u65e9\u671f\u8bca\u65ad\u548c\u65e9\u671f\u6cbb\u7597\u662f\u63d0\u9ad8\u80ba\u764c\u751f\u5b58\u3001\u964d\u4f4e\u80ba\u764c\u6b7b\u4ea1\u7387\u7684\u91cd\u8981\u63aa\u65bd\u3002<\/span><\/p>\n<section style=\"font-size: 16px;white-space: normal;display: inline-block;\">\n<section style=\"display: flex;justify-content: flex-start;height: 1.5em;overflow: hidden;\">\n<section style=\"display: flex;justify-content: flex-start;height: 1.5em;overflow: hidden;\">\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><br  \/><\/section>\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><\/section>\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><\/section>\n<\/section>\n<section class=\"135brush\"  style=\"padding-right: 15px;text-indent: 1em;color: rgb(61, 170, 214);display: inline-block;box-sizing: border-box;\">\u80ba\u764c\u65e9\u671f\u7b5b\u67e5\u53d7\u9650\u4e8e\u4eba\u529b<\/section>\n<\/section>\n<section style=\"border-bottom: 1px solid rgb(61, 170, 214);box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"font-size: 16px;white-space: normal;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u6211\u56fd\u4e8e 2009 \u5e74\u542f\u52a8\u4e86\u80ba\u764c\u9ad8\u5371\u4eba\u7fa4\u7b5b\u67e5\u5de5\u4f5c\u30022011 \u5e74\uff0c\u7f8e\u56fd\u56fd\u5bb6\u80ba\u764c\u7b5b\u67e5\u8bd5\u9a8c\uff08National Lung Screening Trial, NLST\uff09\u7ed3\u679c\u9996\u6b21\u8868\u660e\uff0c\u5728\u9ad8\u5371\u4eba\u7fa4\u4e2d\uff0c\u4f4e\u5242\u91cf\u87ba\u65cb CT\uff08Low-dose computed tomography, LDCT\uff09\u76f8\u6bd4 X \u7ebf\u80f8\u7247\u53ef\u5e26\u6765\u964d\u4f4e 20%\u80ba\u764c\u6b7b\u4ea1\u7387\u7684\u751f\u5b58\u83b7\u76ca\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;color: rgb(0, 0, 0);line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">2015 \u5e74\uff0c\u57fa\u4e8e NLST \u7684\u7814\u7a76\u7ed3\u679c\u53ca\u6211\u56fd\u80ba\u764c\u7b5b\u67e5\u6280\u672f\u65b9\u6848\u5236\u5b9a\u4e86\u4e2d\u56fd\u4f4e\u5242\u91cf\u87ba\u65cb CT \u80ba\u764c\u7b5b\u67e5\u6307\u5357\uff082015 \u7248\uff09\uff0c\u5e76\u4e8e 2018 \u5e74\u4fee\u8ba2\u66f4\u65b0\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;color: rgb(0, 0, 0);line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u968f\u7740\u4f4e\u5242\u91cf\u87ba\u65cb CT\uff08LDCT\uff09\u7684\u666e\u53ca\uff0c\u4e00\u65b9\u9762\u4f7f\u80ba\u764c\u60a3\u8005\u5f97\u4ee5\u65e9\u8bca\u65e9\u6cbb\uff0c\u63d0\u9ad8\u6cbb\u6108\u7387\uff0c\u53e6\u4e00\u65b9\u9762 LDCT \u4ecd\u5b58\u5728\u4e00\u4e9b\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;color: rgb(0, 0, 0);line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u5c06 CT \u4f5c\u4e3a\u7b5b\u67e5\u624b\u6bb5\u4ecd\u5b58\u5728\u8f83\u9ad8\u5047\u9633\u6027\u7387\uff08\u5373 CT \u53d1\u73b0\u7684\u7ed3\u8282\u53ef\u80fd\u4e0d\u4e00\u5b9a\u662f\u6076\u6027\uff0c\u6216\u662f\u6781\u5ea6\u60f0\u6027\u751f\u957f\u80bf\u7624\uff09\u548c\u5047\u9634\u6027\u7387\uff08CT \u6210\u50cf\u5206\u8fa8\u7387\u8d8a\u6765\u8d8a\u9ad8\uff0c\u63d0\u4f9b\u7684\u7ec4\u7ec7\u5b66\u4fe1\u606f\u8d8a\u6765\u8d8a\u591a\uff0c\u80fd\u591f\u88ab\u68c0\u6d4b\u7684\u80ba\u7ed3\u8282\u4f53\u79ef\u8d8a\u6765\u8d8a\u5c0f\uff0c\u7ed9\u533b\u5e08\u5e26\u6765\u6781\u5927\u8bfb\u7247\u5de5\u4f5c\u91cf\uff0c\u9020\u6210\u533b\u5e08\u75b2\u52b3\u3001\u5206\u5fc3\uff0c\u589e\u52a0\u8bef\u5224\u548c\u6f0f\u5224\u7684\u6982\u7387\uff09<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><br  \/><\/p>\n<section style=\"font-size: 16px;white-space: normal;display: inline-block;\">\n<section style=\"display: flex;justify-content: flex-start;height: 1.5em;overflow: hidden;\">\n<section style=\"display: flex;justify-content: flex-start;height: 1.5em;overflow: hidden;\">\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><br  \/><\/section>\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><\/section>\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><\/section>\n<\/section>\n<section class=\"135brush\"  style=\"padding-right: 15px;text-indent: 1em;color: rgb(61, 170, 214);display: inline-block;box-sizing: border-box;\"><span style=\"font-size: 17px;\">\u6700\u65b0\u80ba\u764c\u7b5b\u67e5\u56fe\u50cf\u8bc6\u522b\u7814\u7a76\u4ecb\u7ecd<\/span><\/section>\n<\/section>\n<section style=\"border-bottom: 1px solid rgb(61, 170, 214);box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"font-size: 16px;white-space: normal;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u8fd1\u5e74\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u56fe\u50cf\u8bc6\u522b\u9886\u57df\u53d1\u5c55\u8fc5\u901f\uff0c\u5728\u533b\u7597\u9886\u57df\u5df2\u5e7f\u6cdb\u5e94\u7528\u4e8e\u76ae\u80a4\u75c5\u3001\u7cd6\u5c3f\u75c5\u89c6\u7f51\u819c\u75c5\u53d8\u3001\u5f71\u50cf\u5b66\u68c0\u67e5\u7b49\u9886\u57df\uff0c\u800c LDCT \u5e26\u6765\u7684\u95ee\u9898\u662f\u5426\u80fd\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u5f97\u4ee5\u89e3\u51b3\uff0c\u6216\u8005\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u5f97\u5230\u89e3\u51b3\u8fd8\u6709\u5f85\u63a2\u7d22\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;color: rgb(0, 0, 0);line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u56e0\u6b64\uff0c\u5e7f\u4e1c\u7701\u80ba\u764c\u7814\u7a76\u6240\u5434\u4e00\u9f99\u6559\u6388\/\u949f\u6587\u662d\u6559\u6388\u56e2\u961f\u8054\u5408\u56fd\u5185\u591a\u5bb6\u4e2d\u5fc3\uff0c\u5171\u540c\u5f00\u53d1\u4e86\u57fa\u4e8e\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\uff08\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e00\u7c7b\uff09\u7684\u80ba\u7ed3\u8282\u8bca\u65ad\u6a21\u578b\u3002\u636e\u6089\uff0c\u8be5\u7814\u7a76\u6210\u679c\u5df2\u88ab\u5168\u7403\u764c\u75c7\u9886\u57df\u77e5\u540d\u533b\u5b66\u671f\u520a\u300a\u80bf\u7624\u5b66\u5bb6\u300b\uff08\u300aTHE Oncologist\u300b\uff09\u6536\u5f55\u5e76\u5168\u6587\u53d1\u8868\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\"><br  \/><\/span><\/p>\n<section  label=\"Powered by 135editor.com\" style=\"\">\n<hr style=\"font-size: 16px;border-style: solid;border-width: 1px 0px 0px;border-color: rgba(0, 0, 0, 0.1);transform-origin: 0px 0px;transform: scale(1, 0.5);\"  \/>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><strong><span style=\"font-size: 15px;color: #454545;\"><br  \/><\/span><\/strong><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"background-color: rgb(0, 160, 233);color: rgb(255, 255, 255);\"><strong><span style=\"background-color: rgb(0, 160, 233);font-size: 15px;\">&nbsp; \u7814\u7a76\u65b9\u6cd5\uff1a<\/span><\/strong><\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);\">&nbsp;<\/p>\n<p style=\"font-size: 16px;text-align: center;\"><img class=\"rich_pages\"              style=\"width: 556px;height: 278px;\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2019\/05\/6-1558081238.jpeg\" alt=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\" title=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\"><\/p>\n<p style=\"line-height: 1.75;margin-left: 10px;margin-right: 10px;text-align: center;\"><span style=\"color:#454545;\"><span style=\"font-size: 14px;color: rgb(178, 178, 178);\">\u56fe\u6e90\uff1a\u7ad9\u9177\u6d77\u6d1bplus\u6b63\u7248\u56fe\u7247<\/span><\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><strong><span style=\"font-size: 15px;color: #454545;\"><br  \/><\/span><\/strong><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"font-size: 15px;color: #454545;\">\u7814\u7a76\u91c7\u7528\u4e86 3 \u4e2a\u6570\u636e\u96c6\u5206\u522b\u8fdb\u884c\u5efa\u6a21\u3001\u8bad\u7ec3\u548c\u9a8c\u8bc1\u7684\u5de5\u4f5c\u3002<\/span><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"font-size: 15px;color: #454545;\">\u9996\u5148\uff0c\u5f00\u6e90\u7684 LUNA16\uff08Lung Nodule Analysis 2016 \u6311\u6218\u8d5b\uff09\u548c Kaggle\uff08\u6700\u5927\u7684\u6570\u636e\u79d1\u5b66\u5e73\u53f0\uff09\u7684\u80ba\u90e8 CT \u6570\u636e\u96c6\u7528\u4e8e\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u6a21\u578b\u7684\u5efa\u7acb\uff1b<\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"font-size: 15px;color: #454545;\">\u7136\u540e\uff0c\u901a\u8fc7\u5e7f\u4e1c\u7701\u4eba\u6c11\u533b\u9662\u3001\u4e2d\u5c71\u5927\u5b66\u9644\u5c5e\u7b2c\u4e09\u533b\u9662\u3001\u4f5b\u5c71\u5e02\u7b2c\u4e00\u4eba\u6c11\u533b\u9662\u3001\u5e7f\u5dde\u80f8\u79d1\u533b\u9662 2015 \u5e74 5 \u6708\u81f3 2016 \u5e74 10 \u6708\u53ef\u83b7\u5f97\u539f\u59cb\u5f71\u50cf\u6570\u636e\u548c\u75c5\u7406\u5bf9\u7167\u7684 820 \u4f8b\u75c5\u4f8b\u8d44\u6599\u5bf9\u7b97\u6cd5\u8fdb\u884c\u8bad\u7ec3\uff1b<\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"font-size: 15px;color: #454545;\">\u6700\u540e\uff0c\u901a\u8fc7\u5e7f\u4e1c\u7701\u4eba\u6c11\u533b\u9662\u80ba\u764c\u7814\u7a76\u6240, \u547c\u5438\u79d1\u53ca\u653e\u5c04\u79d1\u81ea 2017 \u5e74 1 \u6708\u8fde\u7eed\u6536\u96c6\u7684 50 \u4f8b\u6709\u75c5\u7406\u91d1\u6807\u51c6\u660e\u786e\u826f\u6076\u6027\u7684\u80ba\u7ed3\u8282 CT \u5f71\u50cf\u6570\u636e\u5bf9\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9a8c\u8bc1\u3002<\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"font-size: 15px;color: #454545;\">\u5e76\u4e14\u7814\u7a76\u9080\u8bf7\u4e86 25 \u4f4d\u56fd\u5185\u591a\u4e2d\u5fc3\uff0c\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4e13\u79d1\u533b\u5e08\u56e2\u961f\uff08\u5305\u62ec\u5f71\u50cf\uff0c\u80f8\u5916\u79d1\uff0c\u547c\u5438\u79d1\uff0c\u80bf\u7624\u79d1\u7b49\uff09\u5bf9\u8fd9\u4e9b\u7528\u4e8e\u9a8c\u8bc1\u7684\u524d\u77bb\u6027 CT \u7247\u8fdb\u884c\u826f\u6076\u6027\u8bc4\u4f30\uff0c\u6700\u7ec8\u8bc4\u4f30\u7684\u7ed3\u679c\u76f4\u63a5\u4e0e\u8bad\u7ec3\u5efa\u7acb\u7684\u80ba\u7ed3\u8282\u8bca\u65ad\u6a21\u578b\u7684\u5206\u6790\u7ed3\u679c\u518d\u6b21\u8fdb\u884c\u5bf9\u6bd4\u9a8c\u8bc1\u3002<\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"background-color: rgb(0, 160, 233);color: rgb(255, 255, 255);\"><strong><span style=\"background-color: rgb(0, 160, 233);font-size: 15px;\">&nbsp; \u7814\u7a76\u7ed3\u679c\uff1a<\/span><\/strong><\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);\"><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><strong><span style=\"font-size: 15px;color: #454545;\"><img class=\"rich_pages\"      style=\"font-size: 16px;text-align: center;white-space: normal;\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2019\/05\/7-1558081238.jpg\" alt=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\" title=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\"><\/span><\/strong><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><strong><span style=\"font-size: 15px;color: #454545;\"><br  \/><\/span><\/strong><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"font-size: 15px;color: #454545;\">\u57fa\u4e8e\u591a\u4e2d\u5fc3\u5f71\u50cf\u6570\u636e\u8bad\u7ec3\u540e\u7684\u6a21\u578b\u8bca\u65ad\u654f\u611f\u6027\u548c\u7279\u5f02\u6027\u5206\u522b\u8fbe\u5230 84.4%\u548c 83.0%\uff0cAUC \u4e3a 0.855\u3002\u540c\u65f6\u53ef\u4ee5\u89c2\u5bdf\u5230\uff0c\u968f\u7740\u8bad\u7ec3\u56fe\u8c61\u6837\u672c\u91cf\u7684\u589e\u52a0\uff0c\u6a21\u578b\u6574\u4f53\u68c0\u6d4b\u7075\u654f\u5ea6\uff0c\u7279\u5f02\u5ea6\u4ee5\u53ca AUC \u5747\u589e\u52a0\u3002<\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"font-size: 15px;color: #454545;\">\u57fa\u4e8e\u524d\u77bb\u6027\u6536\u96c6\u7684 50 \u4f8b\u80ba\u90e8\u7ed3\u8282 CT\uff0c\u7814\u7a76\u5206\u522b\u5bf9\u6bd4\u4e86\u533b\u5e08\u56e2\u961f\uff0c\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u8bad\u7ec3\u540e\u6a21\u578b\u4ee5\u53ca Kaggle \u7b2c\u4e00\u4f4d\u6a21\u578b\u7b97\u6cd5\u7684\u8bca\u65ad\u6548\u529b\u3002<\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><span style=\"font-size: 15px;color: #454545;\">\u53ef\u4ee5\u770b\u5230\u9884\u8bad\u7ec3\u6a21\u578b\u4e0e\u533b\u5e08\u56e2\u961f\u8bc4\u4f30\u7ed3\u679c\u76f8\u8fd1\uff0c\u76f8\u6bd4\u4e8e Kaggle \u7b2c\u4e00\u4f4d\u7b97\u6cd5\u4e24\u8005\u5747\u5177\u6709\u66f4\u9ad8\u51c6\u786e\u6027\uff0c\u800c\u8be5\u8bad\u7ec3\u540e\u6a21\u578b\u65e0\u8bba\u5728\u7075\u654f\u5ea6\uff0896.0%\uff09\uff0c\u7279\u5f02\u5ea6\uff0888.0%\uff09\u6291\u6216\u662f\u51c6\u786e\u5ea6\uff0892.0%\uff09\u4e0a\u5747\u8f83\u5176\u5b83\u4e09\u8005\u5177\u6709\u66f4\u9ad8\u7684\u8bca\u65ad\u6548\u529b\u3002<\/span><\/p>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 10px;margin-right: 10px;\"><strong><span style=\"font-size: 15px;color: #454545;\"><br  \/><\/span><\/strong><\/p>\n<hr style=\"font-size: 16px;border-style: solid;border-width: 1px 0px 0px;border-color: rgba(0, 0, 0, 0.1);transform-origin: 0px 0px;transform: scale(1, 0.5);\"  \/>\n<p style=\"font-size: 16px;line-height: 1.75;color: rgb(63, 63, 63);margin-left: 0px;margin-right: 0px;\"><strong><span style=\"font-size: 15px;color: #454545;\"><\/span><\/strong><\/p>\n<\/section>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u4e0d\u540c\u4e8e\u65e2\u5f80\u62a5\u9053\u672a\u4f7f\u7528\u771f\u5b9e\u4e16\u754c\u6570\u636e\u6216\u4f7f\u7528\u75c5\u7406\u7ed3\u679c\u5bf9\u6a21\u578b\u8fdb\u884c\u6df1\u5165\u9a8c\u8bc1\u7684\u7814\u7a76\uff0c\u8fd9\u9879\u7814\u7a76\u4f7f\u7528\u6539\u8fdb\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u548c\u5177\u6709\u75c5\u7406\u91d1\u6807\u51c6\u6807\u7b7e\u7684\u5927\u6570\u636e\u96c6\uff0c\u5bf9\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6a21\u578b\u7684\u5e94\u7528\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5e76\u5c06\u5176\u63a8\u5e7f\u5230\u771f\u5b9e\u533b\u7597\u73af\u5883\u4e2d\uff0c\u4f7f\u5176\u654f\u611f\u6027\u548c\u7279\u5f02\u6027\u8fbe\u5230\u4e86 84.4%\u548c 83.0%\uff0c\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u4e86\u5047\u9633\u6027\u548c\u5047\u9634\u6027\u7ed3\u679c\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;color: rgb(0, 0, 0);line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u6b64\u5916\uff0c\u4e9a\u7ec4\u5206\u6790\u663e\u793a\uff0c\u5176\u5bf9\u5c0f\u7ed3\u8282\u7684\u68c0\u6d4b\u6548\u7387\uff080-10mm\uff09\u5f88\u9ad8\uff0c\u540c\u5927\u7ed3\u8282\uff0810-30mm\uff09\u8bca\u65ad\u6548\u529b\u7c7b\u4f3c\u3002\u540c\u65f6\uff0c\u8be5\u6a21\u578b\u7684\u8bca\u65ad\u80fd\u529b\u4e5f\u6bd4\u65e2\u5f80\u62a5\u9053\u7684\u8ba1\u7b97\u673a\u8f85\u52a9\u7ed3\u8282\u68c0\u6d4b\u5de5\u5177\u6709\u66f4\u9ad8\u7684\u654f\u611f\u5ea6\u548c\u7279\u5f02\u5ea6\uff0c<span style=\"color: rgb(61, 170, 214);\"><strong>\u800c\u4e14\uff0c\u8be5\u6a21\u578b\u968f\u7740\u6570\u636e\u7684\u589e\u52a0\uff0c\u80fd\u8fdb\u4e00\u6b65\u4f18\u5316\u5176\u8bca\u65ad\u9274\u522b\u6548\u80fd\u3002<\/strong><\/span><\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;color: rgb(0, 0, 0);line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u76ee\u524d\uff0c\u8be5\u7814\u7a76\u5165\u7ec4\u7684\u80ba\u7ed3\u8282\u5747\u4e3a\u4e34\u5e8a\u8bca\u65ad\u65e9\u671f\u80ba\u7ed3\u8282\uff0c\u5e76\u975e\u6765\u81ea\u4e8e\u7b5b\u67e5\u961f\u5217\u7684\u6570\u636e\uff0c\u53ef\u80fd\u65e0\u6cd5\u5b8c\u5168\u53cd\u6620\u8be5\u6a21\u578b\u5728\u65e9\u671f\u7b5b\u67e5\u4e2d\u5e94\u7528\u5b9e\u9645\u6548\u80fd\u3002\u53e6\u5916\uff0c\u8be5\u6a21\u578b\u5728\u533a\u5206\u51fa\u8fdb\u5c55\u7f13\u6162\u7684\u65e9\u671f\u7ed3\u8282\u65b9\u9762\u7684\u80fd\u529b\u8fd8\u4e0d\u8db3\uff0c\u9700\u8981\u66f4\u591a\u591a\u6b21\u968f\u8bbf\u5f71\u50cf\u8d44\u6599\u7684\u7eb3\u5165\u4ee5\u66f4\u597d\u5bf9\u65e9\u671f\u7b5b\u67e5\u60a3\u8005\u8fdb\u884c\u5206\u5c42\u53ca\u6307\u5bfc\u540e\u7eed\u5904\u7406\u65b9\u6848\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;color: rgb(0, 0, 0);line-height: 1.5;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u56e0\u6b64\uff0c\u8be5\u6a21\u578b\u7eb3\u5165\u7684\u6570\u636e\u91cf\u6837\u672c\u91cf\u4ecd\u7136\u6709\u9650\uff0c\u8fd8\u9700\u8981\u5728\u66f4\u5927\u6837\u672c\u91cf\u4e2d\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;color: rgb(0, 0, 0);line-height: 1.5;\"><br  \/><\/p>\n<section style=\"font-size: 16px;white-space: normal;display: inline-block;\">\n<section style=\"display: flex;justify-content: flex-start;height: 1.5em;overflow: hidden;\">\n<section style=\"display: flex;justify-content: flex-start;height: 1.5em;overflow: hidden;\">\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><br  \/><\/section>\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><\/section>\n<section style=\"margin-left: 2px;width: 6px;height: 3em;background: rgb(61, 170, 214);color: rgb(255, 255, 255);transform: skew(22deg);\"><\/section>\n<\/section>\n<section class=\"135brush\"  style=\"padding-right: 15px;text-indent: 1em;color: rgb(61, 170, 214);display: inline-block;box-sizing: border-box;\"><span style=\"font-size: 17px;\">\u533b\u7597 AI \u7684\u53ef\u6301\u7eed\u53d1\u5c55\u9700\u5171\u540c\u52aa\u529b<\/span><\/section>\n<\/section>\n<section style=\"border-bottom: 1px solid rgb(61, 170, 214);box-sizing: border-box;\"><\/section>\n<\/section>\n<p style=\"font-size: 16px;white-space: normal;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u5728\u533b\u7597\u56fe\u50cf\u8bc6\u522b\u9886\u57df\uff0cAI \u7684\u53d1\u5c55\u5982\u706b\u5982\u837c\uff0c\u5df2\u5e7f\u6cdb\u5728\u76ae\u80a4\u75c5\u3001\u7cd6\u5c3f\u75c5\u89c6\u7f51\u819c\u75c5\u53d8\u3001\u5f71\u50cf\u5b66\u68c0\u67e5\u7b49\u9886\u57df\u5f00\u5c55\u5404\u7c7b\u578b\u7684\u63a2\u7d22\u3002\u673a\u5668\u5b66\u4e60\u662f\u76ee\u524d AI \u7684\u6838\u5fc3\u673a\u5236\uff0c\u5f80\u5f80\u9700\u8981\u5927\u91cf\u7684\u6570\u636e\u4f5c\u4e3a\u8bad\u7ec3\u7684\u57fa\u7840\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u5728\u4e0a\u8ff0\u7814\u7a76\u4e2d\uff0c\u91c7\u7528\u4e86\u56fd\u5916\u7684\u6570\u636e\u96c6\u548c\u56fd\u5185\u7684\u591a\u4e2d\u5fc3\u75c5\u4f8b\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u5f97\u5230\u4e86\u6bd4\u8f83\u597d\u7684\u7ed3\u679c\uff0c\u800c\u4e14\u7814\u7a76\u4e5f\u53d1\u73b0\uff0c\u968f\u7740\u6570\u636e\u7684\u589e\u52a0\uff0c\u80fd\u8fdb\u4e00\u6b65\u4f18\u5316\u5176\u8bca\u65ad\u9274\u522b\u6548\u80fd\u3002\u56e0\u6b64\uff0c\u66f4\u591a\u4e34\u5e8a\u673a\u6784\u7684\u53c2\u4e0e\u4f1a\u63a8\u52a8\u7814\u7a76\u7684\u5feb\u901f\u8fdb\u5c55\u3002<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75;color: rgb(63, 63, 63);\"><span style=\"font-size: 17px;\">\u53e6\u5916\uff0c\u533b\u7597 AI 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style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;max-width: 100%;min-height: 1em;background-color: rgb(255, 255, 255);letter-spacing: 0.7px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;letter-spacing: 0.7px;color: rgb(136, 136, 136);font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u7f16\u8f91\uff1adecie | \u8d23\u4efb\u7f16\u8f91\uff1a\u738b\u5f18<\/span><\/p>\n<p style=\"white-space: normal;max-width: 100%;min-height: 1em;background-color: rgb(255, 255, 255);letter-spacing: 0.7px;color: rgb(160, 160, 160);font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;letter-spacing: 0.7px;color: rgb(136, 136, 136);font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word 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style=\"white-space: normal;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MjM5MzAwMjcyMA==&amp;mid=2653283861&amp;idx=1&amp;sn=1b071b6779708cc5fd20556c4530992c&amp;scene=21#wechat_redirect\" target=\"_blank\" >\u57fa\u56e0\u7a81\u53d8\u4e0e\u80bf\u7624\uff1a\u8bb2\u8ff0\u5b83\u4eec\u7684\u524d\u4e16\u4eca\u751f<\/a><\/h2>\n<p style=\"font-size: 16px;white-space: normal;\"><br  \/><\/p>\n<p style=\"font-size: 16px;white-space: normal;\"><img class=\"\"      src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2019\/05\/9-1558081239.gif\" alt=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\" title=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\"><\/p>\n<p style=\"font-size: 16px;white-space: normal;\"><img class=\"\"       src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2019\/05\/7-1558081239.png\" alt=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\" title=\"AI \u52a9\u529b\u80ba\u764c\u7b5b\u67e5\u96be\u9898\uff1a\u672a\u6765\u53ef\u671f\uff01\"><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(191, 191, 191);\">\u53c2\u8003\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(191, 191, 191);\">1. \u5468\u6e05\u534e, \u8303\u4e9a\u5149, \u738b\u9896\u7b49. \u4e2d\u56fd\u80ba\u764c\u4f4e\u5242\u91cf\u87ba\u65cbCT\u7b5b\u67e5\u6307\u5357\uff082018\u5e74\u7248\uff09. \u4e2d\u56fd\u80ba\u764c\u6742\u5fd7. 2018\u5e742\u6708\u7b2c21\u5377\u7b2c2\u671f.<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(191, 191, 191);\">2. Zhang C, Sun X, Dang K, Li K, Guo XW, Chang J, Yu ZQ, Huang FY, Wu YS, Liang Z, Liu ZY, Zhang XG, Gao XL, Huang SH, Qin J, Feng WN, Zhou T, Zhang YB, Fang WJ, Zhao MF, Yang XN, Zhou Q, Wu YL, Zhong WZ. Oncologist. 2019 Apr 17. pii: theoncologist.2018-0908. doi: 10.1634\/theoncologist.2018-0908.&nbsp;<\/span><\/p>\n<p style=\"font-size: 16px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(191, 191, 191);\">https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/30996009<\/span><\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u80ba\u764c\u9884\u540e\u6781\u5dee\uff0c\u6211\u56fd\u80ba\u764c\u7684 5 \u5e74\u751f\u5b58\u7387\u4ec5\u4e3a 16.1%\u30022015 \u5e74\uff0c\u6211\u56fd\u80ba\u764c\u7684\u53d1\u75c5\u548c\u6b7b\u4ea1\u4f8b\u6570\u5206\u522b\u8fbe 733, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":99288,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/posts\/99287"}],"collection":[{"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/comments?post=99287"}],"version-history":[{"count":1,"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/posts\/99287\/revisions"}],"predecessor-version":[{"id":99294,"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/posts\/99287\/revisions\/99294"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/media\/99288"}],"wp:attachment":[{"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/media?parent=99287"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/categories?post=99287"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.05921.net\/index.php\/wp-json\/wp\/v2\/tags?post=99287"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}