{"id":566,"date":"2022-03-07T14:27:54","date_gmt":"2022-03-07T05:27:54","guid":{"rendered":"http:\/\/www.kyorin-u.ac.jp\/univ\/research\/?p=566"},"modified":"2022-03-07T14:47:21","modified_gmt":"2022-03-07T05:47:21","slug":"ai%e7%94%a8%e3%81%84%e3%81%a6%e6%96%b0%e3%81%97%e3%81%84%e5%ad%90%e5%ae%ae%e9%a0%b8%e3%81%8c%e3%82%93%e6%a4%9c%e8%a8%ba%e6%b3%95-%e7%a2%ba%e7%ab%8b%e3%82%81%e3%81%96%e3%81%99","status":"publish","type":"post","link":"http:\/\/www.kyorin-u.ac.jp\/univ\/research\/health\/566\/","title":{"rendered":"AI\u7528\u3044\u3066\u65b0\u3057\u3044\u5b50\u5bae\u9838\u304c\u3093\u691c\u8a3a\u6cd5 \u78ba\u7acb\u3081\u3056\u3059"},"content":{"rendered":"<p>\u4eba\u7269\u691c\u51fa\u3001\u9854\u8b58\u5225\u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u753b\u50cf\u306e\u81ea\u52d5\u8a8d\u8b58\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30de\u30f3\u30e2\u30b0\u30e9\u30d5\u30a3\u30fc\u3092\u7528\u3044\u305f\u4e73\u304c\u3093\u306e\u691c\u51fa\uff08\u203b1\uff09\u3001\u80f8\u90e8 CT \u306b\u3088\u308b\u9593\u8cea\u6027\u80ba\u75be\u60a3\u306e\u5206\u985e\uff08\u203b2\uff09\u306a\u3069\u3001\u6700\u8fd1\u3067\u306f\u533b\u7528\u753b\u50cf\u306e\u81ea\u52d5\u5206\u6790\u306b\u304a\u3044\u3066\u3082\u9ad8\u3044\u6027\u80fd\u3092\u793a\u3057\u3066\u3044\u308bAI\u6280\u8853\u306e1\u3064\u300c<em><strong>\u6df1\u5c64\u5b66\u7fd2<\/strong><\/em>\u300d\u3002\u4fdd\u5065\u5b66\u90e8\u81e8\u5e8a\u691c\u67fb\u6280\u8853\u5b66\u79d1\u3067\u306f2022\u5e74\u5ea6\u304b\u3089\u3053\u306e\u6280\u8853\u3067\u65b0\u3057\u3044<em><strong>\u5b50\u5bae\u9838\u304c\u3093<\/strong><\/em>\u306e\u691c\u8a3a\u6cd5\u3092\u78ba\u7acb\u3059\u308b\u7814\u7a76\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<hr \/>\n<p><span style=\"font-size: small;\"><strong><em>\u6df1\u5c64\u5b66\u7fd2<\/em><\/strong>\uff1a\u8133\u306e\u795e\u7d4c\u3092\u6a21\u3057\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u591a\u5c64\u306b\u91cd\u306d\u308b\u3053\u3068\u3067\u5b66\u7fd2\u80fd\u529b\u3092\u9ad8\u3081\u305f\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u3002\u6b63\u3057\u3044\u7d50\u679c\u3092\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001\u65b0\u305f\u306a\u5165\u529b\u306b\u5bfe\u3057\u3066\u6b63\u89e3\u3068\u306a\u308b\u51fa\u529b\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u304f\u3002<br \/>\n<strong><em>\u5b50\u5bae\u9838\u304c\u3093<\/em><\/strong>\uff1a\u60a3\u8005\u306f20\uff5e30\u6b73\u4ee3\u306e\u82e5\u3044\u5973\u6027\u306b\u591a\u304f\u3001HPV\uff08\u30d2\u30c8\u30d1\u30d4\u30ed\u30fc\u30de\u30a6\u30a3\u30eb\u30b9\uff09\u306e\u611f\u67d3\u306b\u3088\u3063\u3066\u767a\u75c7\u3059\u308b\u3002\u56fd\u5185\u3067\u306f\u3001\u6bce\u5e74\u7d041\u4e07\u4eba\u306e\u5973\u6027\u304c\u7f79\u60a3\u3057\u3001\u7d043000\u4eba\u304c\u6b7b\u4ea1\u3057\u3066\u3044\u308b\u3002\uff082018\u5e74\u5831\u544a\uff09\u3015<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>\u5b50\u5bae\u9838\u304c\u3093\u65e9\u671f\u767a\u898b\u306e\u305f\u3081\u306b<\/h2>\n<p>\u7814\u7a76\u3092\u884c\u3046\u306e\u306f\u3001\u4fdd\u5065\u5b66\u90e8\u81e8\u5e8a\u691c\u67fb\u6280\u8853\u5b66\u79d1\u306e<a href=\"https:\/\/www.kyorin-u.ac.jp\/univ\/faculty\/health\/education\/staff\/detail.php?id=hea40388\" target=\"_blank\" rel=\"noopener\"><span class=\"u\">\u576a\u4e0b\u5e78\u5bdb\u6559\u6388<\/span><\/a>\u3068\u5b50\u5bae\u9838\u304c\u3093\u306e\u7d30\u80de\u8a3a\u7814\u7a76\u304c\u5c02\u9580\u306e<a href=\"https:\/\/www.kyorin-u.ac.jp\/univ\/faculty\/health\/education\/staff\/detail.php?id=hea40011\" target=\"_blank\" rel=\"noopener\"><span class=\"u\">\u5927\u6cb3\u6238\u5149\u7ae0\u51c6\u6559\u6388<\/span><\/a>\u3067\u3059\u3002\u576a\u4e0b\u6559\u6388\u306f\u672c\u5b66\u7740\u4efb\u524d\u3001\u5bcc\u58eb\u30d5\u30a4\u30eb\u30e0\uff08\u682a\uff09\u753b\u50cf\u6280\u8853\u30bb\u30f3\u30bf\u30fc\u3067\u533b\u7528\u753b\u50cfAI\u306e\u7814\u7a76\u30fb\u958b\u767a\u306b\u643a\u308f\u3063\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u5b50\u5bae\u9838\u304c\u3093\u60a3\u8005\u306e\u5897\u52a0\u3092\u6291\u3048\u308b\u552f\u4e00\u306e\u624b\u6bb5\u306f\u3001\u4e00\u6b21\u691c\u8a3a\u3067\u524d\u764c\u75c5\u5909\uff08\u4e0a\u76ae\u5185\u75c5\u5909\uff09\u3092\u65e9\u671f\u767a\u898b\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u691c\u8a3a\u3067\u306f\u7d30\u80de\u8a3a\u691c\u67fb\u3084HPV\u691c\u67fb\u304c\u884c\u308f\u308c\u307e\u3059\u304c\u3001\u524d\u8005\u306f\u5c02\u9580\u5bb6\u306e\u7d30\u80de\u8b58\u5225\u80fd\u529b\u306b\u4f9d\u5b58\u3059\u308b\u70b9\u304c\u5927\u304d\u3044\u3053\u3068\u3001\u5f8c\u8005\u306f\u9ad8\u4fa1\u3067\u7279\u7570\u5ea6\u304c\u4f4e\u3044\u3053\u3068\u304c\u8ab2\u984c\u3067\u3057\u305f\u3002<br \/>\n\u3053\u3046\u3057\u305f\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u3001\u6df1\u5c64\u5b66\u7fd2\u3092\u5b50\u5bae\u9838\u90e8\u306e\u7d30\u80de\u8a3a\u6a19\u672c\u306b\u9069\u7528\u3057\u3001\u304c\u3093\u7d30\u80de\u306e\u8b58\u5225\u4f5c\u696d(\u6b63\u5e38\/\u5b50\u5bae\u9838\u304c\u3093\u306e\u7591\u3044\u3042\u308a\u7b49)\u3092AI\u3067\u81ea\u52d5\u7684\u306b\u4ee3\u66ff\u3059\u308b\u624b\u6cd5\u306e\u78ba\u7acb\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002\u5c02\u9580\u5bb6\u306e\u7d30\u80de\u8b58\u5225\u80fd\u529b\u306b\u983c\u3063\u3066\u3044\u305f\u4f5c\u696d\u3092AI\u304c\u884c\u3044\u3001\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u3088\u308a\u6b63\u78ba\u306b\u8b58\u5225\u3067\u304d\u308c\u3070\u3001\u6b63\u78ba\u3067\u5b89\u4fa1\u306a\u65b0\u3057\u3044\u5b50\u5bae\u9838\u304c\u3093\u691c\u8a3a\u6cd5\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" class=\"aligncenter size-full wp-image-608\" src=\"http:\/\/www.kyorin-u.ac.jp\/univ\/research\/cms-research\/wp-content\/uploads\/2022\/03\/IMG_3529m.jpg\" alt=\"\" width=\"750\" height=\"431\" srcset=\"http:\/\/www.kyorin-u.ac.jp\/univ\/research\/cms-research\/wp-content\/uploads\/2022\/03\/IMG_3529m.jpg 750w, http:\/\/www.kyorin-u.ac.jp\/univ\/research\/cms-research\/wp-content\/uploads\/2022\/03\/IMG_3529m-300x172.jpg 300w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u6e96\u5099\u5b9f\u9a13\u7d4c\u3066\u7814\u7a76\u958b\u59cb<\/h2>\n<p>\u5b66\u7fd2\u30c7\u30fc\u30bf500\u753b\u50cf\u304b\u3089AI\u3067\u5b50\u5bae\u9838\u304c\u3093\u7d30\u80de\u3092\u81ea\u52d5\u5206\u985e\u3059\u308b\u4e88\u5099\u5b9f\u9a13\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u30022022\u5e74\u5ea6\u4e2d\u306b 2,000\u753b\u50cf\u30012023\u5e74\u5ea6\u4e2d\u306b 5,000\u753b\u50cf\u307e\u3067\u30c7\u30fc\u30bf\u3092\u5897\u5f37\u3057\u3001\u6700\u65b0AI\u306e\u77e5\u898b\u53d6\u308a\u8fbc\u307f\u3001\u5c02\u9580\u5bb6\u3092\u51cc\u99d5\u3059\u308b\u6027\u80fd\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" class=\"aligncenter size-full wp-image-597\" src=\"http:\/\/www.kyorin-u.ac.jp\/univ\/research\/cms-research\/wp-content\/uploads\/2022\/03\/1-1-1.jpg\" alt=\"\" width=\"750\" height=\"436\" srcset=\"http:\/\/www.kyorin-u.ac.jp\/univ\/research\/cms-research\/wp-content\/uploads\/2022\/03\/1-1-1.jpg 750w, http:\/\/www.kyorin-u.ac.jp\/univ\/research\/cms-research\/wp-content\/uploads\/2022\/03\/1-1-1-300x174.jpg 300w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/p>\n<h2><strong>\u7d30\u80de\u8a3a\u306e\u30df\u30e9\u30a4<\/strong><\/h2>\n<p>\u7814\u7a76\u3092\u5b9f\u7528\u5316\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u6027\u80fd\u3084\u30b3\u30b9\u30c8\u306a\u3069\u69d8\u3005\u306a\u8ab2\u984c\u3092\u4e57\u308a\u8d8a\u3048\u306a\u304f\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u304c\u3001\u305d\u306e\u904e\u7a0b\u3067\u65b0\u305f\u306a\u767a\u898b\u3082\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<br \/>\n\u576a\u4e0b\u6559\u6388\u306f\u3001\u300c\u65b0\u3057\u3044\u5b50\u5bae\u9838\u304c\u3093\u691c\u8a3a\u6cd5\u3092\u78ba\u7acb\u3059\u308b\u7814\u7a76\u3092\u7740\u5b9f\u306b\u9032\u3081\u308b\u4e00\u65b9\u3067\u3001AI\u306e\u6ce8\u76ee\u70b9\u3092\u8a73\u3057\u304f\u691c\u8a3c\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u65b0\u305f\u306a\u5f62\u614b\u5b66\u7684\u306a\u77e5\u898b\u304c\u5f97\u3089\u308c\u308c\u3070\u3001\u7d30\u80de\u8a3a\u306e\u53ef\u80fd\u6027\u3092\u5e83\u3052\u308b\u3053\u3068\u306b\u7e4b\u304c\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u300d\u3068\u8a71\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<hr \/>\n<p><span style=\"font-size: small;\">\uff08\u203b1\uff09\u30de\u30f3\u30e2\u30b0\u30e9\u30d5\u30a3\u3067\u306e\u4e73\u304c\u3093\u306e\u691c\u51fa<br \/>\nMcKinney, Scott Mayer, Marcin Sieniek, Varun Godbole, Jonathan Godwin, Natasha Antropova, Hutan Ashrafian, Trevor Back, et al. 2020. \u201cInternational Evaluation of an AI System for Breast Cancer Screening.\u201d Nature 577 (7788): 89-94.<br \/>\n\uff08\u203b2\uff09\u80f8\u90e8 CT \u306b\u3088\u308b\u9593\u8cea\u6027\u80ba\u75be\u60a3\u306e\u5206\u985e<br \/>\nAnthimopoulos, Marios, Stergios Christodoulidis, Lukas Ebner, Andreas Christe, and Stavroula Mougiakakou. 2016. \u201cLung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network.\u201d IEEE Transactions on Medical Imaging 35 (5): 1207-16.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div><\/div>\n<div><\/div>\n<p>\u4fdd\u5065\u5b66\u90e8\u81e8\u5e8a\u691c\u67fb\u6280\u8853\u5b66\u79d1 \u6559\u6388\u3000\u576a\u4e0b\u5e78\u5bdb<img loading=\"lazy\" class=\"alignright size-full wp-image-606\" src=\"http:\/\/www.kyorin-u.ac.jp\/univ\/research\/cms-research\/wp-content\/uploads\/2022\/03\/\u576a\u4e0b\u5148\u751f2.jpg\" alt=\"\" width=\"149\" height=\"149\" \/><br \/>\n<span style=\"font-size: small;\">1995\u5e743\u6708 \u4eac\u90fd\u5927\u5b66\u5de5\u5b66\u90e8\u7cbe\u5bc6\u5de5\u5b66\u79d1 \u5352\u696d<br \/>\n1997\u5e743\u6708 \u4eac\u90fd\u5927\u5b66\u5927\u5b66\u9662\u5de5\u5b66\u7814\u7a76\u79d1\u7cbe\u5bc6\u5de5\u5b66\u5c02\u653b \u4fee\u58eb\u8ab2\u7a0b\u4fee\u4e86<br \/>\n2010\u5e743\u6708 \u6771\u4eac\u5927\u5b66\u65b0\u9818\u57df\u5275\u6210\u79d1\u5b66\u7814\u7a76\u79d1\u8907\u96d1\u7406\u5de5\u5b66\u5c02\u653b\u535a\u58eb\u8ab2\u7a0b\u4fee\u4e86<br \/>\n\u5bcc\u58eb\u30d5\u30a4\u30eb\u30e0(\u682a)\u753b\u50cf\u6280\u8853\u30bb\u30f3\u30bf\u30fc\u3067\u533b\u7528\u753b\u50cfAI\u306e\u7814\u7a76\u30fb\u958b\u767a\u306a\u3069\u306b\u643a\u308f\u308b\u3002<br \/>\n2021\u5e744\u6708\u3088\u308a\u73fe\u8077\u3002\u7814\u7a76\u30c6\u30fc\u30de\u30fb\u5206\u91ce\u306f\u6a5f\u68b0\u5b66\u7fd2\u3001\u6df1\u5c64\u5b66\u7fd2\u3001\u753b\u50cf\u8a8d\u8b58<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>\u4fdd\u5065\u5b66\u90e8\u81e8\u5e8a\u691c\u67fb\u6280\u8853\u5b66\u79d1 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