{"id":527,"date":"2025-04-03T10:11:26","date_gmt":"2025-04-03T02:11:26","guid":{"rendered":"http:\/\/106.52.84.14\/?p=527"},"modified":"2025-04-03T10:11:26","modified_gmt":"2025-04-03T02:11:26","slug":"%e5%9f%ba%e4%ba%8e%e5%a4%9a%e6%a8%a1%e6%80%81%e7%89%b9%e5%be%81%e8%9e%8d%e5%90%88%e7%9a%84%e6%a0%b8%e7%a3%81%e5%85%b1%e6%8c%af%e5%9b%be%e5%83%8f%e7%94%9f%e6%88%90%e6%96%b9%e6%b3%95%e7%9a%84%e4%bb%8b","status":"publish","type":"post","link":"https:\/\/www.mics-ai.com\/index.php\/2025\/04\/03\/%e5%9f%ba%e4%ba%8e%e5%a4%9a%e6%a8%a1%e6%80%81%e7%89%b9%e5%be%81%e8%9e%8d%e5%90%88%e7%9a%84%e6%a0%b8%e7%a3%81%e5%85%b1%e6%8c%af%e5%9b%be%e5%83%8f%e7%94%9f%e6%88%90%e6%96%b9%e6%b3%95%e7%9a%84%e4%bb%8b\/","title":{"rendered":"\u57fa\u4e8e\u591a\u6a21\u6001\u7279\u5f81\u878d\u5408\u7684\u6838\u78c1\u5171\u632f\u56fe\u50cf\u751f\u6210\u65b9\u6cd5\u7684\u4ecb\u7ecd"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>MICS\u79d1\u7814\u7b80\u8baf\u7b2c\u5341\u671f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u6a21\u6001\u78c1\u5171\u632f\u6210\u50cf\uff08MRI\uff09\u662f\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u795e\u7ecf\u5f71\u50cf\u7684\u6210\u50cf\u6280\u672f\u3002\u878d\u5408\u591a\u6a21\u6001MRI\u6570\u636e\u5bf9\u63d0\u9ad8\u6a21\u578b\u6027\u80fd\u6709\u7740\u975e\u5e38\u91cd\u8981\u7684\u4f5c\u7528\u3002\u4f46\u662f\u51fa\u4e8e\u626b\u63cf\u6210\u672c\u548c\u5b89\u5168\u6027\u7684\u8003\u8651\uff0c\u76f4\u63a5\u83b7\u53d6\u591a\u6a21\u6001MR\u56fe\u50cf\u5b58\u5728\u8f83\u5927\u7684\u56f0\u96be\u3002\u9488\u5bf9\u4e0a\u8ff0\u95ee\u9898\uff0c\u672c\u6b21\u4ecb\u7ecd\u7684\u8fd9\u7bc7\u6587\u7ae0\u63d0\u51fa\u4e86\u4e00\u79cd\u9ad8\u6548\u7684\u6df7\u5408-\u878d\u5408\u591a\u6a21\u6001MR\u56fe\u50cf\u751f\u6210\u7f51\u7edc\u6a21\u578b\u3002\u8be5\u6a21\u578b\u901a\u8fc7\u878d\u5408\u5df2\u6709\u6a21\u6001\u7684\u56fe\u50cf\u6765\u751f\u6210\u76ee\u6807\u6a21\u6001\uff08\u6216\u7f3a\u5931\u6a21\u6001\uff09\u7684\u56fe\u50cf\uff0c\u7279\u522b\u5730\uff0c\u8be5\u6a21\u578b\u901a\u8fc7\u5b66\u4e60\u6a21\u6001\u7279\u5b9a\u7684\u7f51\u7edc\u6765\u83b7\u53d6\u6a21\u6001\u7684\u7279\u5b9a\u7684\u4fe1\u606f\uff0c\u4ee5\u4fbf\u4e8e\u8fdb\u884c\u4e0d\u540c\u6a21\u6001\u56fe\u50cf\u4fe1\u606f\u7684\u878d\u5408\u6765\u5e2e\u52a9\u751f\u6210\u7f3a\u5931\u6a21\u6001\u7684\u56fe\u50cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6574\u4e2a\u7f51\u7edc\u5305\u542b\u4e09\u4e2a\u4e3b\u8981\u90e8\u5206\uff1a\u6a21\u6001\u7279\u5b9a\u7684\u7f51\u7edc\uff1b\u591a\u6a21\u6001\u878d\u5408\u7f51\u7edc\uff1b\u591a\u6a21\u6001\u56fe\u50cf\u751f\u6210\u7f51\u7edc\u3002\u6a21\u6001\u7279\u5b9a\u7684\u7f51\u7edc\u7528\u4e8e\u5b66\u4e60\u7279\u5b9a\u6a21\u6001\u56fe\u50cf\u7684\u7279\u5f81\u4fe1\u606f\uff0c\u540c\u65f6\uff0c\u591a\u6a21\u6001\u878d\u5408\u7f51\u7edc\u7528\u4e8e\u5b66\u4e60\u4e0d\u540c\u6a21\u6001\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002\u591a\u6a21\u6001\u56fe\u50cf\u751f\u6210\u7f51\u7edc\u5219\u7528\u4e8e\u76ee\u6807\u6a21\u6001\u56fe\u50cf\u7684\u751f\u6210\u3002\u8be5\u6a21\u578b\u7684\u6574\u4f53\u6846\u67b6\u5982\u56fe1\u6240\u793a\u3002\u8be5\u5de5\u4f5c\u7684\u521b\u65b0\u70b9\u5728\u4e8e\u5229\u7528\u4e86\u591a\u4e2a\u6a21\u6001\u56fe\u50cf\u7684\u7279\u5f81\u4fe1\u606f\u6765\u751f\u6210\u76ee\u6807\u6a21\u6001\u7684\u56fe\u50cf\uff0c\u5e76\u4e14\u5229\u7528\u81ea\u52a8\u7f16\u7801\u5668\u6765\u5b66\u4e60\u7279\u5b9a\u6a21\u6001\u7684\u7279\u5f81\u4fe1\u606f\uff0c\u540c\u65f6\u4f7f\u7528\u5206\u5c42\u7684\u591a\u6a21\u6001\u878d\u5408\u7b56\u7565\u6765\u6709\u6548\u5730\u96c6\u6210\u591a\u6a21\u6001\u591a\u5c42\u6b21\u7279\u5f81\u8868\u8fbe\uff0c\u4ece\u800c\u6709\u6548\u5730\u6316\u6398\u4e0d\u540c\u6a21\u6001\u95f4\u7684\u76f8\u5173\u4fe1\u606f\u3002\u4f5c\u8005\u8fd8\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u6df7\u5408\u878d\u5408\u6a21\u5757MFB(Mixed Fusion Block)\uff0c\u81ea\u9002\u5e94\u5730\u5bf9\u4e0d\u540c\u878d\u5408\u7b56\u7565\u8fdb\u884c\u52a0\u6743\uff0c\u6709\u6548\u5730\u63d0\u9ad8\u4e86\u878d\u5408\u6027\u80fd\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-15-14-1-1.png\" alt=\"\" class=\"wp-image-528\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe1\uff1a\u7f51\u7edc\u6574\u4f53\u6846\u67b6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u7684\u4e3b\u8981\u5de5\u4f5c\u4ecb\u7ecd\u5982\u4e0b:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(1) \u6a21\u6001\u7279\u5b9a\u7684\u7f51\u7edc<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u4e2d\u91c7\u7528\u4e00\u79cd\u7c7b\u4f3c\u4e8e\u81ea\u52a8\u7f16\u7801\u5668\u7684\u7ed3\u6784\uff0c\u5229\u7528\u6240\u5b66\u4e60\u7684\u9ad8\u5c42\u8868\u793a\u6765\u91cd\u5efa\u539f\u59cb\u56fe\u50cf\u3002\u56fe\u50cf\u91cd\u6784\u7684\u635f\u5931\u51fd\u6570:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-15-15-1-1.png\" alt=\"\" class=\"wp-image-529\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528L1\u8303\u6570\u6765\u8861\u91cf\u539f\u59cb\u56fe\u50cf\u548c\u91cd\u5efa\u56fe\u50cf\u4e4b\u95f4\u7684\u5dee\u5f02\u6027\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u91cd\u6784\u635f\u5931\u63d0\u4f9b\u4e86\u4fa7\u8f93\u51fa\u76d1\u7763\uff0c\u4ee5\u4fdd\u8bc1\u9488\u5bf9\u7279\u5b9a\u6a21\u6001\u7684\u7f51\u7edc\u5bf9\u6bcf\u4e2a\u6a21\u6001\u5b66\u4e60\u4e00\u4e2a\u6709\u533a\u522b\u7684\u8868\u793a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(2)\u591a\u6a21\u6001\u878d\u5408\u7f51\u7edc<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u5206\u5c42\u878d\u5408\u7f51\u7edc\uff0c\u4ece\u800c\u6709\u6548\u5730\u5229\u7528\u6765\u81ea\u4e0d\u540c\u7f51\u7edc\u5c42(\u5982\u6d45\u5c42\u548c\u9ad8\u5c42)\u7684\u591a\u5c42\u6b21\u8868\u793a\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff0c\u5e76\u51cf\u5c11\u4e0d\u540c\u6a21\u6001\u4e4b\u95f4\u7684\u5dee\u5f02\u6027\u3002\u540c\u65f6\uff0c\u5229\u7528MFB\u6a21\u5757\u81ea\u9002\u5e94\u5730\u5bf9\u4e0d\u540c\u878d\u5408\u7b56\u7565\u8fdb\u884c\u52a0\u6743\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe2\u7ed9\u51fa\u4e86MFB\u6a21\u5757\u7684\u793a\u610f\u56fe\uff0c\u4f5c\u8005\u91c7\u7528\u4e86\u5143\u7d20\u7ea7\u6c42\u548c\u3001\u5143\u7d20\u7ea7\u4e58\u79ef\u548c\u5143\u7d20\u7ea7\u6700\u5927\u5316\u4e09\u79cd\u878d\u5408\u7b56\u7565\u76f8\u7ed3\u5408\u7684\u65b9\u5f0f\u3002\u7136\u540e\uff0c\u52a0\u5165\u5377\u79ef\u5c42\u81ea\u9002\u5e94\u5730\u5bf9\u4e09\u4e2a\u878d\u5408\u8fdb\u884c\u52a0\u6743\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-15-16-1-1.png\" alt=\"\" class=\"wp-image-530\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe2\uff1aMFB(Mixed Fusion Block)\u6a21\u5757\u793a\u610f\u56fe<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d\u5bf9\u5e94\u7684\u4e09\u79cd\u878d\u5408\u7b56\u7565\u5982\u4e0b\uff0c\u5373\u5c06\u4e0d\u540c\u6a21\u6001\u7684\u7279\u5f81\u56fe\u8fdb\u884c\u5bf9\u5e94\u5143\u7d20\u7684\u76f8\u52a0\u3001\u76f8\u4e58\u548c\u53d6\u6700\u5927\u503c\uff0c\u7136\u540e\u5c06\u7ecf\u8fc7\u4e0a\u8ff0\u64cd\u4f5c\u7684\u7279\u5f81\u56fe\u62fc\u63a5\u5728\u4e00\u8d77\u9001\u5165\u540e\u7eed\u7684\u5377\u79ef\u5c42\u5f53\u4e2d\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-15-17-1-1.png\" alt=\"\" class=\"wp-image-531\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">(3) \u591a\u6a21\u6001\u56fe\u50cf\u751f\u6210\u7f51\u7edc<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5229\u7528\u591a\u6a21\u6001\u878d\u5408\u7f51\u7edc\u5b66\u5230\u7684\u4e0d\u540c\u6a21\u6001\u7684\u6f5c\u5728\u8868\u8fbe\uff0c\u5e94\u7528\u751f\u6210\u5bf9\u6297\u7f51\u7edc\u6a21\u578b\u6765\u751f\u6210\u76ee\u6807\u6a21\u6001\u7684\u56fe\u50cf\u3002\u751f\u6210\u5668\u635f\u5931\u51fd\u6570\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-15-18-1-1.png\" alt=\"\" class=\"wp-image-532\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d\u03bb<sub>1<\/sub>\u662f\u4e00\u4e2a\u975e\u8d1f\u5e73\u8861\u53c2\u6570\u3002\u5728\u7b2c\u4e00\u9879\u4e2d\u751f\u6210\u5668G\u2019\u5c1d\u8bd5\u751f\u6210\u8bef\u5bfc\u5224\u522b\u5668D\u7684\u771f\u5b9e\u56fe\u50cf\uff0c\u7b2c\u4e8c\u9879\u4e2d\u4f7f\u7528L1\u8303\u6570\u6765\u5ea6\u91cf\u751f\u6210\u7684\u56fe\u50cf\u4e0e\u5bf9\u5e94\u7684\u771f\u5b9e\u56fe\u50cf\u4e4b\u95f4\u7684\u5dee\u5f02\u3002\u4e0a\u8ff0\u516c\u5f0f\u53ef\u4ee5\u7b49\u4ef7\u8f6c\u5316\u4e3a\u5982\u4e0b\u516c\u5f0f\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-15-19-1-1.png\" alt=\"\" class=\"wp-image-533\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5224\u522b\u5668\u635f\u5931\u51fd\u6570\u5373\u4e3a\u751f\u6210\u5bf9\u6297\u7f51\u7edc\u4e2d\u5e38\u89c1\u7684\u5bf9\u6297\u635f\u5931\u51fd\u6570\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-10-1-1.png\" alt=\"\" class=\"wp-image-534\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7ec8\uff0c\u5b8c\u6574\u7684\u635f\u5931\u51fd\u6570\u5373\u4e3a\u751f\u6210\u5668\u635f\u5931\u51fd\u6570\u3001\u5224\u522b\u5668\u635f\u5931\u51fd\u6570\u548c\u56fe\u50cf\u91cd\u6784\u635f\u5931\u51fd\u6570\u4e09\u8005\u76f8\u52a0\uff0c\u5176\u4e2d\u56fe\u50cf\u91cd\u6784\u635f\u5931\u524d\u4f1a\u4e58\u4e0a\u4e00\u4e2a\u5e73\u8861\u53c2\u6570\u03bb<sub>2<\/sub>\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-11-1-1.png\" alt=\"\" class=\"wp-image-535\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u6587\u7ae0\u5728BraTs 2018\u8111\u90e8\u80bf\u7624MRI\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u6d4b\u8bd5\uff0c\u5b83\u91c7\u96c6\u81ea285\u4e2a\u75c5\u4f8b\uff0c\u6bcf\u4e2a\u75c5\u4f8b\u5305\u542b: T1,T1c,T2\u548cFlair\u56db\u79cd\u6a21\u6001\u7684MR\u56fe\u50cf\u3002\u8be5\u6587\u7ae0\u91c7\u7528\u4e86T1, T2\u548cFlair\u4e09\u79cd\u6a21\u6001\u6570\u636e\u6765\u9a8c\u8bc1\u6240\u63d0\u51fa\u6a21\u578b\u7684\u6709\u6548\u6027\u3002\u5bf9\u4e8e\u751f\u6210\u6548\u679c\uff0c\u672c\u6587\u4f7f\u7528PSNR(Peak Signal-to-Noise Ratio)\u3001NMSE(Normalized Mean Squared Error)\u548cSSIM(Structural Similarity Index Measurement)\u8fdb\u884c\u5b9a\u91cf\u8bc4\u4f30\u3002\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(1) \u5b9a\u91cf\u7ed3\u679c<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u5206\u522b\u5bf9\u6bd4\u4e86Pix2pix\u3001cycleGAN\u548cMM-Syns\u4e09\u79cd\u6a21\u578b\uff0c\u5176\u4e2dPix2pix\u3001cycleGAN\u4e3a\u4ec5\u4f7f\u7528\u5355\u6a21\u6001\u56fe\u50cf\u7684\u751f\u6210\u6a21\u578b\uff0cMM-Syns\u4e3a\u4f7f\u7528\u591a\u6a21\u6001\u56fe\u50cf\u7684\u751f\u6210\u6a21\u578b\u3002\u6587\u7ae0\u5206\u522b\u8fdb\u884c\u4e861\uff09T1, T2\u751f\u6210Flair\uff08Table I\uff09\uff0c2\uff09T1, Flair\u751f\u6210T2\uff08Table II\uff09\uff0c3\uff09T2\uff0cFlair\u751f\u6210T1\uff08Table III\uff09\u4e09\u7ec4\u5b9e\u9a8c\u3002\u5176\u4e2dPSNR\u6307\u6807\u8d8a\u9ad8\u8d8a\u597d\uff0cNMSE\u548cSSIM\u6307\u6807\u8d8a\u4f4e\u8d8a\u597d\u3002\u4ece\u4e0a\u8ff0\u4e09\u5f20\u8868\u53ef\u4ee5\u770b\u51fa\uff0c\u4e0d\u7ba1\u662f\u751f\u6210\u4efb\u4f55\u6a21\u6001\u7684\u56fe\u50cf\uff0c\u8be5\u6587\u7ae0\u6240\u63d0\u51fa\u7684\u6a21\u578b\u90fd\u80fd\u53d6\u5f97\u6700\u597d\u7684\u7ed3\u679c\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-12-1-1.png\" alt=\"\" class=\"wp-image-536\"\/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-13-1-1.png\" alt=\"\" class=\"wp-image-537\"\/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-14-1-1.png\" alt=\"\" class=\"wp-image-538\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\u8be5\u6587\u7ae0\u8fd8\u5728ISLES 2015\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u5b9e\u9a8c\uff0c\u5b9e\u9a8c\u7ed3\u679c\u5982Table IV\u6240\u793a\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-15-1-1.png\" alt=\"\" class=\"wp-image-539\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u8fd8\u8bbe\u8ba1\u4e86\u6d88\u878d\u5b9e\u9a8c\u6765\u9a8c\u8bc1\u6a21\u578b\u4e2d\u5404\u4e2a\u6a21\u5757\u7684\u91cd\u8981\u6027\u3002Table V\u5c55\u793a\u4e86\u4f7f\u7528T1\u548cT2\u6a21\u6001\u5408\u6210Flair\u6a21\u6001\u56fe\u50cf\u7684\u6d88\u878d\u5b9e\u9a8c\u7ed3\u679c\u3002\u4e0e\u201cOurs-degraded1\u201d\u76f8\u6bd4\uff0c\u4f7f\u7528MFB\u6a21\u5757\u80fd\u591f\u6709\u6548\u5730\u63d0\u9ad8\u6027\u80fd\u3002\u201cOurs-degraded2\u201d\u548c\u201cOurs-degraded3\u201d\u7684\u7ed3\u679c\u8868\u660e\u4ec5\u5728\u878d\u5408\u7f51\u7edc\u4e2d\u4f7f\u7528MFB\u6a21\u5757\u7684\u6027\u80fd\u4f18\u4e8e\u4ec5\u5728\u751f\u6210\u5668\u7f51\u7edc\u4e2d\u4f7f\u7528MFB\u6a21\u5757\u65f6\u7684\u6027\u80fd\u3002\u901a\u8fc7\u4e0e\u201cOurs-earlyFusion\u201d\u548c\u201cOurs-lateFusion\u201d\u7684\u6bd4\u8f83\uff0c\u8868\u660e\u6df7\u5408\u878d\u5408\u7f51\u7edc\u6bd4\u4e24\u8005\u90fd\u6709\u66f4\u597d\u7684\u878d\u5408\u6548\u679c\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-16-1-1.png\" alt=\"\" class=\"wp-image-540\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">(2) \u5b9a\u6027\u7ed3\u679c<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe3\u30014\u30015\u5206\u522b\u5c55\u793a\u4e86T1, T2\u751f\u6210Flair\u3001T1, Flair\u751f\u6210T2\u548cT2\uff0cFlair\u751f\u6210T1\u7684\u53ef\u89c6\u5316\u6548\u679c\uff0c\u660e\u663e\u770b\u51fa\uff0c\u8be5\u6587\u7ae0\u63d0\u51fa\u7684\u6a21\u578b\u5f97\u5230\u7684\u56fe\u50cf\u751f\u6210\u6548\u679c\u4e0e\u771f\u5b9e\u7684\u76ee\u6807\u66f4\u4e3a\u76f8\u4f3c\uff0c\u5e76\u4e14\u5728\u4e00\u4e9b\u7ec6\u8282\u4e0a\u9762\u6709\u66f4\u597d\u7684\u751f\u6210\u6548\u679c\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-17-1-1.png\" alt=\"\" class=\"wp-image-541\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe3: T1, T2\u751f\u6210Flair<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-16-18-1-1.png\" alt=\"\" class=\"wp-image-542\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe4: T1, Flair\u751f\u6210T2<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-17-10-1-1.png\" alt=\"\" class=\"wp-image-544\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe5: T2\uff0cFlair\u751f\u6210T1<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53c2\u8003\u6587\u732e<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[1] Zhou T., Fu H., Chen G., Shen J., &amp; Shao L. \u201cHi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis.\u201d IEEE Transactions on Medical Imaging. PP. 1-1. 10.1109\/TMI.2020.2975344.<\/p>\n\n\n\n<p class=\"has-text-align-right wp-block-paragraph\">\u672c\u6587\u4f5c\u8005\uff1a\u5468\u5b50\u5947 &nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-right wp-block-paragraph\">\u6307\u5bfc\u8001\u5e08\uff1a\u53f2\u9896\u6b22 &nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-right wp-block-paragraph\">\u5355 &nbsp;&nbsp;&nbsp;&nbsp; \u4f4d\uff1a\u5357\u4eac\u5927\u5b66<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u533b\u5b66\u56fe\u50cf\u8ba1\u7b97\u9752\u5e74\u7814\u8ba8\u4f1a\uff08Medical Imaging Computing Seminar\uff0cMICS\uff09\u521b\u7acb\u4e8e2014\u5e74\uff0c\u5176\u5b97\u65e8\u662f\u4e3a\u533b\u5b66\u56fe\u50cf\u9886\u57df\u7684\u534e\u4eba\u9752\u5e74\u5b66\u8005\u63d0\u4f9b\u5b66\u672f\u4ea4\u6d41\u5e73\u53f0\uff0c\u589e\u8fdb\u76f8\u4e92\u4e4b\u95f4\u7684\u4e86\u89e3\u548c\u53cb\u8c0a\uff0c\u5e2e\u52a9\u9752\u5e74\u5b66\u8005\u878d\u5165\u5b66\u672f\u7814\u7a76\u5927\u5bb6\u5ead\u3002MICS\u805a\u7126\u4e8e\u8fd1\u4e24\u5e74\u5185\u7684\u533b\u5b66\u56fe\u50cf\u8ba1\u7b97\u9886\u57df\u539f\u521b\u7814\u7a76\uff0c\u6b22\u8fce\u533b\u5b66\u56fe\u50cf\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u65b0\u7406\u8bba\u3001\u65b0\u65b9\u6cd5\u3001\u65b0\u5e94\u7528\u7684\u5c55\u793a\uff0c\u4ee5\u53ca\u5f71\u50cf\u4e0e\u4e34\u5e8a\u533b\u5b66\u3001\u57fa\u7840\u533b\u5b66\u6df1\u5ea6\u4ea4\u53c9\u7684\u7a81\u7834\u6027\u8fdb\u5c55\u62a5\u544a\u3002\u9996\u5c4aMICS\u5728\u533b\u5b66\u56fe\u50cf\u9886\u57df\u8457\u540d\u5b66\u8005\u3001\u5317\u5361\u7f57\u6765\u7eb3\u5927\u5b66\u6559\u5802\u5c71\u5206\u6821\u6c88\u5b9a\u521a\u6559\u6388\u7684\u5021\u8bae\u4e0b\uff0c\u4e8e2014\u5e7412\u6708\u5728\u6df1\u5733\u5927\u5b66\u4e3e\u884c\u3002\u7ecf\u8fc72015\uff08\u6d4e\u5357\uff09\u30012016\uff08\u5e7f\u5dde\uff09\u30012017\uff08\u4e0a\u6d77\uff09\u30012018\uff08\u5357\u4eac\uff09\u30012019\uff08\u82cf\u5dde\uff09\u7684\u84ec\u52c3\u53d1\u5c55\uff0cMICS\u4ece\u53c2\u4f1a\u4eba\u6570\u4e0d\u8db3\u767e\u4eba\u5230\u5438\u5f15\u4e0a\u5343\u540d\u4e13\u5bb6\u5b66\u8005\u53c2\u4e0e\uff0c\u5df2\u8fc5\u901f\u6210\u4e3a\u5168\u56fd\u533b\u5b66\u56fe\u50cf\u8ba1\u7b97\u9886\u57df\u6700\u5177\u5f71\u54cd\u529b\u7684\u6d3b\u52a8\u4e4b\u4e00\u30022020\u5e74\u7684MICS\u4f1a\u8bae\u5c06\u4e8e7\u670818~19\u65e5\u5728\u5927\u8fde\u4e3e\u529e\uff0c\u6b22\u8fce\u5168\u7403\u540c\u9053\u4e13\u5bb6\u548c\u540c\u5b66\u5171\u805a\u5b66\u672f\u76db\u5bb4\uff01<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/106.52.84.14\/wp-content\/uploads\/2025\/04\/image-85-2-17-11-1-1.png\" alt=\"\" class=\"wp-image-545\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u201c\u533b\u5b66\u56fe\u50cf\u8ba1\u7b97\u9752\u5e74\u7814\u8ba8\u4f1a\u201d\u5fae\u4fe1\u516c\u4f17\u53f7<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7MICS\u5fae\u4fe1\u516c\u4f17\u53f7\u201c\u533b\u5b66\u56fe\u50cf\u8ba1\u7b97\u9752\u5e74\u7814\u8ba8\u4f1a\u201d\uff08\u626b\u63cf\u4e0a\u65b9\u4e8c\u7ef4\u7801\uff09\u6216MICS QQ\u7fa4\uff08\u7fa4\u53f7\uff1a926316770\uff09\u5173\u6ce8\u6211\u4eec\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MICS\u79d1\u7814\u7b80\u8baf\u7b2c\u5341\u671f \u591a\u6a21\u6001\u78c1\u5171\u632f\u6210\u50cf&hellip;<\/p>\n","protected":false},"author":1,"featured_media":528,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-527","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-7"],"_links":{"self":[{"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/posts\/527","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/comments?post=527"}],"version-history":[{"count":0,"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/posts\/527\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/media\/528"}],"wp:attachment":[{"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/media?parent=527"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/categories?post=527"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mics-ai.com\/index.php\/wp-json\/wp\/v2\/tags?post=527"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}