{"id":3541,"date":"2016-07-21T12:01:21","date_gmt":"2016-07-21T03:01:21","guid":{"rendered":"http:\/\/www.is.doshisha.ac.jp\/news\/?p=3541"},"modified":"2016-07-21T12:01:21","modified_gmt":"2016-07-21T03:01:21","slug":"jamit2016","status":"publish","type":"post","link":"https:\/\/is.doshisha.ac.jp\/news\/?p=3541","title":{"rendered":"JAMIT2016"},"content":{"rendered":"<p>2016\u5e747\u670821\u65e5\u304b\u308923\u65e5\u304b\u3051\u3066\u5343\u8449\u5927\u5b66\u897f\u5343\u8449\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u3051\u3084\u304d\u4f1a\u9928\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\uff0c\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08JAMIT2016\uff09\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\uff0c\u7530\u4e2d\u90a3\u667a(M2)\uff0c\u77f3\u7530\u76f4\u4e5f(M1)\uff0c\u5ca1\u7530(M1)\uff0c\u90e1(M1)\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u6a2a\u5185\u5148\u751f\uff0c\u5c71\u672c\u5148\u751f\u3082\u53c2\u52a0\u3055\u308c\u3066\u3044\u307e\u3057\u305f\uff0e\u767a\u8868\u5f62\u5f0f\u306f\u7530\u4e2d\uff0c\u90e1\u304c\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3067\uff0c\u77f3\u7530\uff0c\u5ca1\u7530\u304c\u53e3\u982d\u767a\u8868\u3067\u3057\u305f\uff0e\u767a\u8868\u6f14\u984c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff0e<br \/>\n\u300c\u8179\u8154\u93e1\u52d5\u753b\u306b\u304a\u3051\u308b\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1 \u301c\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5e73\u5766\u5316\u3092\u7528\u3044\u305f\u6307\u6a19\u306e\u691c\u8a0e\u301c \u300d<br \/>\n\u7530\u4e2d\u90a3\u667a\uff0c\u90e1\u60a0\u5e0c\uff0c\u6a2a\u5185\u4e45\u731b\uff0c\u8429\u539f\u660e\u65bc\uff0c\u5c0f\u5ea7\u672c\u96c4\u8ecc\uff0c\u65e5\u548c\u609f\uff0c\u5ee3\u5b89\u77e5\u4e4b<br \/>\n\u300c\u8179\u8154\u93e1\u753b\u50cf\u306b\u304a\u3051\u308b\u8868\u5728\u8840\u7ba1\u62bd\u51fa\u624b\u6cd5\u306e\u691c\u8a0e\u300d<br \/>\n\u90e1\u60a0\u5e0c\uff0c\u7530\u4e2d\u90a3\u667a\uff0c\u6a2a\u5185\u4e45\u731b\uff0c\u8429\u539f\u660e\u65bc\uff0c\u5c0f\u5ea7\u672c\u96c4\u8ecc\uff0c\u65e5\u548c\u609f\uff0c\u5ee3\u5b89\u77e5\u4e4b<br \/>\n\u300c\u57f9\u990a\u89d2\u819c\u5185\u76ae\u7d30\u80de\u306e\u753b\u50cf\u306b\u3088\u308b\u54c1\u8cea\u8a55\u4fa1 \uff5e\u5b9a\u91cf\u7684\u8a55\u4fa1\u6307\u6a19\u306e\u81ea\u52d5\u62bd\u51fa\uff5e \u300d<br \/>\n\u77f3\u7530\u76f4\u4e5f\uff0c\u5f8c\u85e4\u512a\u5927\uff0c\u5965\u6751\u76f4\u6bc5\uff0c\u5c0f\u6cc9\u7bc4\u5b50\uff0c\u65e5\u548c\u609f\uff0c\u5ee3\u5b89\u77e5\u4e4b<br \/>\n\u300c\u80c3\u90e8NBI\u5185\u8996\u93e1\u753b\u50cf\u306b\u304a\u3051\u308b\u30c6\u30af\u30b9\u30c1\u30e3\u89e3\u6790\u3092\u7528\u3044\u305f\u753b\u50cf\u51e6\u7406\u306b\u3088\u308b\u75c5\u5909\u90e8\u4f4d\u306e\u691c\u51fa\u65b9\u6cd5 \uff5e\u8272\u60c5\u5831\u306e\u5229\u7528\u691c\u8a0e\uff5e\u300d<br \/>\n\u5ca1\u7530\u96c4\u6597\uff0c\u5e02\u5ddd\u5bdb\uff0c\u516b\u6728\u4fe1\u660e\uff0c\u65e5\u548c\u609f\uff0c\u5ee3\u5b89\u77e5\u4e4b<br \/>\n\u4eca\u5e74\u306eJAMIT2016\u306f\uff0c\u8fd1\u5e74\u6d41\u884c\u308a\u306eDeep Learning\u306b\u3064\u3044\u30663\u540d\u306e\u5148\u751f\u65b9\u306e\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u2015\u305d\u306e\u57fa\u790e\u3068\u533b\u7528\u753b\u50cf\u5fdc\u7528\u2015\u300d\u3068\u3044\u3046\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u59cb\u307e\u308a\uff0c\u300cIoT\u6642\u4ee3\u306e\u533b\u7642\u30fb\u30d8\u30eb\u30b9\u30b1\u30a2\u300d\u300c\u30d0\u30a4\u30aa\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u306e\u9769\u65b0\u7684\u6280\u8853\u958b\u767a\u300e\u5171\u9cf4\u8a98\u5c0e\u3067\u9769\u65b0\u3059\u308b\u30d0\u30a4\u30aa\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u300f\u300d\u300c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u306b\u304a\u3051\u308b\u30b9\u30d1\u30fc\u30b9\u30e2\u30c7\u30ea\u30f3\u30b0\u300d\u3068\u3044\u3046\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u304c\u958b\u304b\u308c\u308b\u306a\u3069\uff0c\u533b\u7528\u753b\u50cf\u51e6\u7406\u306e\u5206\u91ce\u306e\u767a\u5c55\u304c\u3068\u3066\u3082\u671f\u5f85\u3067\u304d\u308b\u3088\u3046\u306a\u8b1b\u6f14\u304c\u591a\u6570\u3042\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u79c1\u81ea\u8eab\u521d\u3081\u3066\u306e\u767a\u8868\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\uff0c\u3068\u3066\u3082\u7dca\u5f35\u3057\uff0c\u7df4\u7fd2\u901a\u308a\u306b\u4e0a\u624b\u304f\u3044\u304b\u306a\u3044\u90e8\u5206\u3082\u3042\u308a\u307e\u3057\u305f\u304c\uff0c\u5143\u6c17\u3088\u304f\u697d\u3057\u304f\u767a\u8868\u3067\u304d\u305f\u3068\u601d\u3044\u307e\u3059\uff0e\u307e\u305f\uff0c\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3067\u306f\u4e88\u60f3\u3088\u308a\u3068\u3066\u3082\u591a\u304f\u306e\u65b9\u306b\u6765\u3066\u3044\u305f\u3060\u304d\uff0c\u69d8\u3005\u306a\u8cea\u554f\u30fb\u610f\u898b\u3092\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\uff0e\u521d\u3081\u3066\u306e\u5b66\u4f1a\u53c2\u52a0\u3067\u3057\u305f\u304c\uff0c\u3068\u3066\u3082\u5145\u5b9f\u3057\u305f\u767a\u8868\u3068\u306a\u308a\uff0c\u4eca\u5f8c\u306b\u7e4b\u304c\u308b\u3068\u3066\u3082\u826f\u3044\u7d4c\u9a13\u3092\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<a href=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/07\/IMG_3715.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3543\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/07\/IMG_3715-300x169.jpg\" alt=\"IMG_3715\" width=\"300\" height=\"169\" \/><\/a>\u00a0 \u00a0 \u00a0<a href=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/07\/IMG_JAMIT.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3676\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/07\/IMG_JAMIT-300x168.jpg\" alt=\"IMG_JAMIT\" width=\"300\" height=\"168\" \/><\/a><br \/>\n<a href=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/07\/IMG_3726.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\" size-medium wp-image-3542 aligncenter\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/07\/IMG_3726-300x169.jpg\" alt=\"IMG_3726\" width=\"300\" height=\"169\" \/><\/a><br \/>\n\u3010\u6587\u8cac\uff1aM1\u90e1\u3011<br \/>\n<strong>\u5b66\u4f1a\u53c2\u52a0\u5831\u544a\u66f8<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"147\"><strong>\u00a0<\/strong><strong>\u5831\u544a\u8005\u6c0f\u540d<\/strong><\/td>\n<td width=\"373\">\u90e1\u3000\u60a0\u5e0c<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">\u8179\u8154\u93e1\u753b\u50cf\u306b\u304a\u3051\u308b\u8868\u5728\u8840\u7ba1\u62bd\u51fa\u624b\u6cd5\u306e\u691c\u8a0e<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u82f1\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">Superficial blood vessel extraction method in laparoscopic images<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u90e1\u60a0\u5e0c, \u7530\u4e2d\u90a3\u667a, \u6a2a\u5185\u4e45\u731b\uff0c\u8429\u539f\u660e\u65bc\uff0c\u5c0f\u5ea7\u672c\u96c4\u8ecc\uff0c\u65e5\u548c\u609f\uff0c\u5ee3\u5b89\u77e5\u4e4b<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4e3b\u50ac<\/strong><\/td>\n<td width=\"373\">\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8b1b\u6f14\u4f1a\u540d<\/strong><\/td>\n<td width=\"373\">\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08http:\/\/jamit2016.jamit.jp\/index.html\uff09<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4f1a\u5834<\/strong><\/td>\n<td width=\"373\">\u5343\u8449\u5927\u5b66\u3000\u897f\u5343\u8449\u30ad\u30e3\u30f3\u30d1\u30b9\u3000\u3051\u3084\u304d\u4f1a\u9928<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2016\/07\/21-2016\/07\/23<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u8b1b\u6f14\u4f1a\u306e\u8a73\u7d30<\/li>\n<\/ol>\n<p>2016\/07\/21\u304b\u30892016\/07\/23\u306b\u304b\u3051\u3066\uff0c\u5343\u8449\u5927\u5b66\u897f\u5343\u8449\u30ad\u30e3\u30f3\u30d1\u30b9\u3051\u3084\u304d\u4f1a\u9928\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u3053\u306e\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u306f\uff0c\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u306b\u3088\u3063\u3066\u4e3b\u50ac\u3055\u308c\u305f\u5b66\u4f1a\u3067\uff0c\u533b\u7528\u753b\u50cf\u3084\u533b\u7528\u753b\u50cf\u51e6\u7406\u3092\u4e2d\u5fc3\u30c6\u30fc\u30de\u3068\u3057\uff0c\u5185\u79d1\u7cfb\uff0c\u5916\u79d1\u7cfb\u533b\u5e2b\u3084\u753b\u50cf\u8a3a\u65ad\u533b\uff0c\u653e\u5c04\u7dda\u6280\u5e2b\uff0c\u3055\u3089\u306b\u533b\u7528\u753b\u50cf\u3092\u7814\u7a76\u30c6\u30fc\u30de\u3068\u3059\u308b\u5de5\u5b66\u7cfb\uff0c\u60c5\u5831\u7cfb\u5b66\u79d1\u306e\u7814\u7a76\u8005\uff0c\u533b\u7528\u753b\u50cf\u306b\u95a2\u9023\u3057\u305f\u4f01\u696d\u306e\u65b9\u3005\u306a\u3069\u304c\u96c6\u3046\u5b66\u4f1a\u3067\u3059\uff0e<br \/>\n\u79c1\u306f\u5168\u65e5\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u4ed6\u306b\u6a2a\u5185\u5148\u751f\uff0c\u5c71\u672c\u5148\u751f\uff0c\u7530\u4e2d\u90a3\u667a\u3055\u3093\uff0c\u77f3\u7530\u76f4\u4e5f\uff0c\u5ca1\u7530\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u7814\u7a76\u767a\u8868\n<ul>\n<li>\u767a\u8868\u6982\u8981<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u79c1\u306f22\u65e5\u5348\u524d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u300c\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u300d\uff0c23\u65e5\u5348\u5f8c\u306e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u306e\u5f62\u5f0f\u306f\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f31\u520620\u79d2(\u8cea\u7591\u5fdc\u7b54\u7121)\u3067\uff0c\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u306f1\u6642\u9593\u8aac\u660e\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u4eca\u56de\u306f\uff0c\u8179\u8154\u93e1\u753b\u50cf\u306b\u304a\u3051\u308b\u8868\u5728\u8840\u7ba1\u62bd\u51fa\u624b\u6cd5\u306e\u691c\u8a0e\u306b\u3064\u3044\u3066\u767a\u8868\u81f4\u3057\u307e\u3057\u305f\uff0e\u4ee5\u4e0b\u306b\u6284\u9332\u3092\u8a18\u8f09\u81f4\u3057\u307e\u3059\uff0e<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"567\">\u8179\u8154\u93e1\u624b\u8853\u306f\u958b\u8179\u624b\u8853\u306b\u6bd4\u3079\u96e3\u6613\u5ea6\u304c\u9ad8\u304f\uff0c\u533b\u5e2b\u3078\u306e\u8ca0\u62c5\u3082\u5927\u304d\u3044\u3053\u3068\u304b\u3089\uff0c\u69d8\u3005\u306a\u8853\u4e2d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u308b\uff0e\u6211\u3005\u306f\u5927\u8178\u306b\u5bfe\u3059\u308b\u8179\u8154\u93e1\u624b\u8853\u306b\u304a\u3044\u3066\uff0c\u8868\u9762\u304b\u3089\u6df1\u90e8\u3078\u3068\u5c64\u306b\u5206\u304b\u308c\u3066\u5b58\u5728\u3059\u308b\u8840\u7ba1\u3092\u8853\u4e2d\u753b\u50cf\u304b\u3089\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u62bd\u51fa\u3057\uff0c\u8840\u7ba1\u306e3\u6b21\u5143\u69cb\u9020\u3092\u53ef\u8996\u5316\u3059\u308b\u8853\u4e2d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\uff0e\u305d\u306e\u305f\u3081\u306b\u306f\uff0c\u5404\u5c64\u6bce\u306b\u8840\u7ba1\u3092\u62bd\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff0e\u672c\u7814\u7a76\u3067\u306f\u8868\u9762\u306b\u5b58\u5728\u3059\u308b\u8868\u5728\u8840\u7ba1\u306e\u62bd\u51fa\u306e\u691c\u8a0e\u3092\u884c\u3063\u305f\uff0e\u672c\u624b\u6cd5\u3067\u306f\uff0c\u8179\u8154\u93e1\u753b\u50cf\u306b\u5bfe\u3057\u3066\u4ed6\u5206\u91ce\u3067\u7528\u3044\u3089\u308c\u308b\u8840\u7ba1\u62bd\u51fa\u624b\u6cd5\u3092\u53c2\u8003\u306bBlackHat\u51e6\u7406\u3092\u7528\u3044\u3066\u8868\u5728\u8840\u7ba1\u62bd\u51fa\u3092\u884c\u3063\u305f\uff0e\u9069\u7528\u3057\u305f\u8840\u7ba1\u62bd\u51fa\u624b\u6cd5\u3067\u306f\uff0c\u8907\u6570\u306e\u69cb\u9020\u8981\u7d20\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\uff0e\u672c\u7a3f\u3067\u306f\u8868\u5728\u8840\u7ba1\u306b\u6700\u9069\u306a\u69cb\u9020\u8981\u7d20\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u3064\u3044\u3066\u6bd4\u8f03\u691c\u8a0e\u3092\u884c\u3063\u305f\uff0e\u305d\u306e\u7d50\u679c\uff0c\u8868\u5728\u8840\u7ba1\u306e\u62bd\u51fa\u306b\u6700\u9069\u306a\u69cb\u9020\u8981\u7d20\u306f3\u00d717\u306e\u77e9\u5f62\u69cb\u9020\u8981\u7d20\u3067\u3042\u3063\u305f\uff0e\u3053\u306e\u69cb\u9020\u8981\u7d20\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u62bd\u51fa\u7d50\u679c\u304c\u5f97\u3089\u308c\u305f\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<ul>\n<li>\u8cea\u7591\u5fdc\u7b54<\/li>\n<\/ul>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u767a\u8868\u3067\u306f\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8cea\u7591\u3092\u53d7\u3051\u307e\u3057\u305f\uff0e<br \/>\n\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u306e\u305f\u3081\uff0c\u5168\u8cea\u554f\u306b\u5bfe\u3057\u8cea\u554f\u8005\u306e\u6c0f\u540d\u3092\u63a7\u3048\u640d\u306d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb91<\/strong><br \/>\nNBI\u753b\u50cf\u306b\u5bfe\u3057\u3066\u3082\u8a66\u3057\u305f\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u79c1\u306f\uff0cNBI\u3067\u64ae\u5f71\u3057\u305f\u52d5\u753b\u3082\u3044\u305f\u3060\u3044\u305f\u306e\u3067\u672c\u624b\u6cd5\u3092\u5b9f\u969b\u306b\u9069\u5fdc\u3055\u305b\u3066\u3044\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u7cbe\u5ea6\u7b49\u306e\u8a55\u4fa1\u306b\u3064\u3044\u3066\u306f\u307e\u3060\u884c\u3048\u3066\u3044\u307e\u305b\u3093\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb92<\/strong><br \/>\nG\u6210\u5206\u3092\u306a\u305c\u4f7f\u7528\u3059\u308b\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f,\u8840\u7ba1\u306f\u8d64\u8272\uff0c\u8102\u80aa\u306f\u9ec4\u8272\u304c\u4e3b\u306a\u306e\u3067\u6700\u3082\u5dee\u304c\u5927\u304d\u304f\u306a\u308bGreen\u306e\u6210\u5206\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb93<\/strong><br \/>\n\u306a\u305c\u8868\u5728\u8840\u7ba1\u3092\u62bd\u51fa\u3059\u308b\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\uff0c\u5927\u8178\u306b\u306f\u6df1\u90e8\u3068\u8868\u9762\u306e\u8840\u7ba1\u304c\u5b58\u5728\u3059\u308b\u305f\u3081\uff0c\u5404\u3005\u3067\u8840\u7ba1\u62bd\u51fa\u3092\u884c\u30443D\u3067\u8868\u793a\u3059\u308b\u306a\u3069\u3092\u884c\u3048\u3070\uff0c\u8840\u7ba1\u306e\u5c64\u69cb\u9020\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304c\u3059\u308b\u53ef\u80fd\u3067\u3042\u308b\uff0e\u307e\u305f\uff0c\u8868\u9762\u306e\u8840\u7ba1\u3092\u62bd\u51fa\u3067\u304d\u308c\u3070\u524a\u9664\u3082\u53ef\u80fd\u3067\u3042\u308a\uff0c\u6b63\u78ba\u306b\u524a\u9664\u3067\u304d\u308c\u3070\u6df1\u90e8\u306e\u8840\u7ba1\u306e\u691c\u51fa\u3082\u3088\u308a\u6b63\u78ba\u306b\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3042\u308b\uff0e\u305d\u306e\u305f\u3081\uff0c\u8868\u9762\u306e\u8840\u7ba1\u306e\u62bd\u51fa\u3092\u884c\u3063\u3066\u3044\u307e\u3059\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb94<\/strong><br \/>\n\u30d5\u30a1\u30f3\u30c8\u30e0\u306a\u3069\u3067\u8840\u7ba1\u306e\u30e2\u30c7\u30eb\u3092\u9020\u3063\u305f\u308a\u3057\u3066\u8a66\u3057\u305f\u308a\u3057\u3066\u3044\u308b\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306f\uff0c\u73fe\u5728\u306f\u753b\u50cf\u304b\u3089\u753b\u50cf\u4e0a\u3067\u8868\u9762\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u8840\u7ba1\u306e\u62bd\u51fa\u3092\u884c\u3063\u3066\u3044\u308b\u305f\u3081\uff0c\u30d5\u30a1\u30f3\u30c8\u30e0\u7b49\u3067\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u305f\u308a\u306f\u3057\u3066\u3044\u307e\u305b\u3093\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb95<\/strong><br \/>\n\u62bd\u51fa\u76ee\u6a19\u753b\u50cf\u306f\u6b63\u78ba\u306a\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306f,\u73fe\u5728\u79c1\u304c\u76ee\u8996\u3067\u8840\u7ba1\u3067\u3042\u308b\u3068\u5224\u65ad\u3057\u305f\u3082\u306e\u3092\u62bd\u51fa\u76ee\u6a19\u3068\u3057\uff0c\u533b\u5e2b\u306e\u65b9\u3068\u5c11\u3057discussion\u3092\u884c\u3063\u305f\u72b6\u614b\u3067\u3059\uff0e\u305d\u306e\u305f\u3081\uff0c\u4eca\u5f8c\u533b\u5e2b\u306e\u65b9\u3068\u3088\u308adiscussion\u3092\u884c\u3044\uff0c\u533b\u5e2b\u306e\u6c42\u3081\u308b\u8840\u7ba1\u306e\u62bd\u51fa\u9818\u57df\u3092\u53cd\u6620\u3055\u305b\u305f\u62bd\u51fa\u76ee\u6a19\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u4e88\u5b9a\u3067\u3059\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb96<\/strong><br \/>\n\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u3084\u30cf\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3059\u308b\u8aa4\u62bd\u51fa\u3078\u306e\u5bfe\u7b56\u306f\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u3092\u8003\u3048\u3066\u3044\u308b\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306f,\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u306f\u5171\u540c\u7814\u7a76\u8005\u304c\u62bd\u51fa\u3092\u884c\u3063\u3066\u3044\u308b\u306e\u3067\uff0c\u305d\u306e\u62bd\u51fa\u9818\u57df\u3092\u79c1\u306e\u62bd\u51fa\u9818\u57df\u304b\u3089\u5916\u3057\uff0c\u30cf\u30ec\u30fc\u30b7\u30e7\u30f3\u30f3\u7b49\u306fHSV\u8272\u7a7a\u9593\u3092\u7528\u3044\u3066\u95be\u5024\u3092\u6c7a\u3081\uff0c\u524d\u51e6\u7406\u3067\u524a\u9664\u3092\u884c\u3044\uff0c\u672c\u624b\u6cd5\u3092\u9069\u5fdc\u3055\u305b\u308b\u4e88\u5b9a\u3067\u3059\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb97<\/strong><br \/>\n\u9759\u6b62\u753b\u3060\u3051\u3067\u306a\u304f\u52d5\u753b\u3067\u3082\u884c\u3063\u3066\u3044\u308b\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\uff0c\u5b9f\u969b\u306b\u52d5\u753b\u3067\u3082\u9069\u5fdc\u3055\u305b\u3066\u3044\u308b\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb98<\/strong><br \/>\n\u52d5\u753b\u3067\u3042\u308c\u3070\u901f\u3055\u306f\u3069\u308c\u304f\u3089\u3044\u306a\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\uff0c\u5186\u5f62\u624b\u6cd5\u3067\u3042\u308c\u307020~30fps\u3067\u3042\u308b\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb99<\/strong><br \/>\n\u5168\u4f53\u753b\u50cf\u306e\u30b5\u30a4\u30ba\u306f\u3044\u304f\u3089\u306a\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f,720\u00d7480\u3010pixel\u3011\u3067\u3042\u308b\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb910<\/strong><br \/>\n\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u3068\u8868\u5728\u8840\u7ba1\u306f\u5225\u3005\u306b\u62bd\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\uff1f\u8868\u5728\u8840\u7ba1\u306e\u62bd\u51fa\u624b\u6cd5\u3067\u6df1\u90e8\u306e\u8840\u7ba1\u304c\u53d6\u308c\u305f\u3089\u305d\u308c\u3067\u3044\u3044\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306f,\u73fe\u5728\uff0c\u8840\u7ba1\u306e\u5c64\u69cb\u9020\u306e\u53ef\u8996\u5316\u3092\u76ee\u7684\u306b\u884c\u3063\u3066\u3044\u308b\u306e\u3067\uff0c\u5225\u3005\u3067\u62bd\u51fa\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb911<\/strong><br \/>\n\u518d\u73fe\u7387\u3068\u9069\u5408\u7387\u306e\u9055\u3044\u306f\u4f55\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306f,\u518d\u73fe\u7387\u306f\u5b9f\u969b\u306e\u8840\u7ba1\u306e\u3046\u3061\u3069\u308c\u3060\u3051\u62bd\u51fa\u3067\u304d\u3066\u3044\u308b\u304b\u3092\u8868\u3057\u3066\u304a\u308a\uff0c\u9069\u5408\u7387\u306f\u62bd\u51fa\u3057\u305f\u8840\u7ba1\u306e\u3046\u3061\u3069\u308c\u3060\u3051\u6b63\u3057\u3044\u304b\u3092\u8868\u3057\u3066\u3044\u307e\u3059\uff0e\u305d\u306e\u305f\u3081\uff0c\u8aa4\u62bd\u51fa\u304c\u591a\u304f\u306a\u308b\u3068\u9069\u5408\u7387\u304c\u4f4e\u4e0b\u3057\u3066\u3057\u307e\u3044\u307e\u3059\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb912<\/strong><br \/>\nBlackHat\u51e6\u7406\u3092\u884c\u3046\u969b\uff0c\u753b\u50cf\u306e\u7aef\u306b\u5bfe\u3057\u3066\u4f55\u304b\u51e6\u7406\u3092\u884c\u3063\u3066\u3044\u308b\u306e\u304b\uff1f\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f,\u753b\u50cf\u306e\u7aef\u3067\u306f\u81a8\u5f35\uff0c\u53ce\u7e2e\u51e6\u7406\u306b\u5f71\u97ff\u304c\u51fa\u306a\u3044\u3088\u3046\u306b\u88dc\u9593\u3057\u3066\u3044\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u73fe\u5728\u306f\u5207\u308a\u53d6\u3063\u305f\u753b\u50cf\u306b\u5bfe\u3057\u3066\u8840\u7ba1\u62bd\u51fa\u3092\u884c\u3063\u3066\u3044\u308b\u304c\u3067\u3059\u304c\uff0c\u5b9f\u969b\u306e\u753b\u50cf\u3067\u306f\u753b\u50cf\u306e\u7aef\u306b\u5185\u8996\u93e1\u306e\u6620\u50cf\u306f\u306a\u3044\u305f\u3081\u5f71\u97ff\u306f\u306a\u304f\uff0c\u533b\u5e2b\u3082\u771f\u3093\u4e2d\u306e\u3042\u305f\u308a\u304c\u3068\u308c\u3066\u3044\u308c\u3070\u554f\u984c\u306a\u3044\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ul>\n<li>\u611f\u60f3<\/li>\n<\/ul>\n<p>\u521d\u3081\u3066\u306e\u5b66\u4f1a\u767a\u8868\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\uff0c\u3059\u3054\u304f\u7dca\u5f35\u3057\u307e\u3057\u305f\uff0e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3067\u306f1\u520620\u79d2\u3068\u3044\u3046\u77ed\u3044\u6642\u9593\u3067\u7814\u7a76\u5185\u5bb9\u3092\u4f1d\u3048\u308b\u305f\u3081\uff0c\u3069\u306e\u90e8\u5206\u3092\u4f1d\u3048\u308b\u3079\u304d\u304b\uff0c\u3069\u306e\u69d8\u306b\u767a\u8868\u3059\u308b\u3068\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u3042\u308b\u306e\u304b\u3068\u81ea\u3089\u306e\u7814\u7a76\u3092\u898b\u8fd4\u3059\u3068\u3066\u3082\u826f\u3044\u6a5f\u4f1a\u306b\u306a\u3063\u305f\u3068\u601d\u3044\u307e\u3059\uff0e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u672c\u756a\u3067\u306f\uff0c\u7dca\u5f35\u304b\u3089\u306a\u304b\u306a\u304b\u7df4\u7fd2\u901a\u308a\u306b\u767a\u8868\u306f\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u304c\uff0c\u5143\u6c17\u3088\u304f\u306f\u767a\u8868\u3067\u304d\u305f\u3068\u601d\u3044\u307e\u3059\uff0e\u307e\u305f\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u672c\u756a\u3067\u306f\uff0c\u60f3\u50cf\u4ee5\u4e0a\u306b\u591a\u304f\u306e\u65b9\u304c\u79c1\u306e\u767a\u8868\u3092\u805e\u304d\u306b\u6765\u3066\u4e0b\u3055\u308a\uff0c\u3068\u3066\u3082\u697d\u3057\u304f\u591a\u304f\u306e\u4e8b\u3092\u8b70\u8ad6\u3055\u305b\u3066\u3044\u305f\u3060\u304f\u4e8b\u304c\u51fa\u6765\u307e\u3057\u305f\uff0e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3067\u3082\u5143\u6c17\u3088\u304f\u7a4d\u6975\u7684\u306b\u58f0\u3092\u304b\u3051\uff0c\u767a\u8868\u3067\u304d\u305f\u3068\u601d\u3044\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u306e\u969b\u306b\uff0c\u7d50\u679c\u306e\u56f3\u3092\u4e0b\u306b\u8a18\u8f09\u3057\u3066\u3044\u305f\u305f\u3081\uff0c\u7d50\u679c\u3092\u898b\u308b\u6642\u306b\u5c48\u3093\u3067\u307f\u3066\u3082\u3089\u308f\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u304b\u3063\u305f\u306e\u3067\uff0c\u30dd\u30b9\u30bf\u30fc\u306e\u914d\u7f6e\u306b\u3064\u3044\u3066\u6b21\u56de\u306f\u3082\u3046\u5c11\u3057\u8003\u3048\u305f\u3044\u3068\u601d\u3044\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u30dd\u30b9\u30bf\u30fc\u3092\u62dd\u898b\u3057\u306b\u884c\u3063\u305f\u969b\uff0c\u591a\u304f\u306e\u4eba\u306e\u30dd\u30b9\u30bf\u30fc\u306b\u81ea\u3089\u58f0\u3092\u304b\u3051\u3066\u3044\u304f\u3053\u3068\u304c\u51fa\u6765\u306a\u304b\u3063\u305f\u306e\u3067\uff0c\u6b21\u56de\u306f\u81ea\u5206\u306e\u767a\u8868\u3060\u3051\u3067\u306a\u304f\uff0c\u62dd\u898b\u3059\u308b\u969b\u306b\u3082\u3082\u3046\u5c11\u3057\u7a4d\u6975\u7684\u306b\u9811\u5f35\u308a\u305f\u3044\u3068\u601d\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u8074\u8b1b<\/li>\n<\/ol>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e4\u4ef6\u306e\u767a\u8868\u3092\u8074\u8b1b\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"557\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000Image-based Neural Networks\u306e\u533b\u7528\u753b\u50cf\u51e6\u7406\u30fb\u8a8d\u8b58\u5fdc\u7528\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u9234\u6728 \u8ce2\u6cbb\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30ebAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u8fd1\u5e74\uff0c\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u3084\u6df1\u5c64\u5b66\u7fd2\u3068\u3044\u3063\u305f\uff0c\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u304c\u5927\u3044\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\uff0e\u672c\u8b1b\u3067\u306f\uff0c\u79c1\u306e\u30e9\u30dc\u306720\u5e74\u4ee5\u4e0a\u7d9a\u3051\u3066\u3044\u308b\uff0c\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u306e\u533b\u7528\u753b\u50cf\u51e6\u7406\u30fb\u8a8d\u8b58\u3078\u306e\u5b9f\u8df5\u7684\u5fdc\u7528\u3092\u7d39\u4ecb\u3059\u308b\uff0e\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u306b\u3088\u308c\u3070\uff0c\u9818\u57df\u5206\u5272\u3084\u7279\u5fb4\u91cf\u62bd\u51fa\u3059\u308b\u3053\u3068\u306a\u304f\uff0c\u533b\u7528\u753b\u50cf\u304b\u3089\u306e\u75c5\u5de3\u306e\u691c\u51fa\u3084\u5224\u5225\u3092\uff0c\u6975\u3081\u3066\u9ad8\u3044\u6b63\u78ba\u5ea6\u3067\u884c\u3048\u308b\uff0e\u307e\u305f\uff0c\u80f8\u90e8\u753b\u50cf\u306b\u304a\u3051\u308b\u808b\u9aa8\u3068\u8edf\u7d44\u7e54\u306e\u5206\u96e2\u3084CT\u753b\u50cf\u306e\u88ab\u66dd\u7dda\u91cf\u4f4e\u6e1b\u306a\u3069\uff0c\u533b\u7528\u753b\u50cf\u51e6\u7406\u3078\u306e\u5fdc\u7528\u3068\u305d\u306e\u5546\u54c1\u5316\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3059\u308b\uff0c\u66f4\u306b\u306f\uff0c\u6df1\u5c64\u5b66\u7fd2\u3068\u306e\u5bc6\u63a5\u306a\u95a2\u4fc2\u306b\u3064\u3044\u3066\u3082\u89e6\u308c\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u306f\uff0cMTANN\uff08Massive training artificial neural network\uff09\u306b\u3064\u3044\u3066\uff0cMTANN\u3068CNN\uff08Convolutional Neural Network\uff09\u306e\u6bd4\u8f03\u306b\u3064\u3044\u3066\u306e\u767a\u8868\u3067\u3057\u305f\uff0eMTANN\u3068\u306f\uff0c\u6559\u5e2b\u4ed8\u304d\u306e\u753b\u50cf\u8a8d\u8b58\u5b66\u7fd2\u3092\u884c\u3063\u3066\u304a\u308a\uff0c\u30d1\u30bf\u30fc\u30f3\u306e\u5f37\u8abf\u30fb\u6e1b\u5f31\u304c\u53ef\u80fd\u3067\u3042\u308b\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u304a\u308a\uff0cCT\u306e\u753b\u50cf\u304b\u3089\u7d50\u7bc0\u3092\u5f37\u8abf\u3057\u3066\u691c\u51fa\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3042\u308b\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0eMTANN\u306fCNN\u306b\u6bd4\u3079\u3066\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u9020\u3092\u7528\u3044\u3066\u3044\u308b\u305f\u3081\uff0c\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u304f\u3066\u3082\u554f\u984c\u304c\u306a\u3044\u3068\u3053\u308d\u304c\u5229\u70b9\u3060\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u5b9f\u969b\u306b\uff0cCT\u753b\u50cf\u304b\u3089\u9aa8\u3068\u8840\u7ba1\u3092\u5206\u3051\u308b\u306b\u306f\uff0c\u533b\u7528\u753b\u50cf\u306f\u9854\u307b\u3069\u8907\u96d1\u3067\u306f\u306a\u3044\u306e\u30673\u5c64\u3067\u4e0a\u624b\u304f\u5206\u5272\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u808b\u9aa8\u691c\u51fa\u306b\u3082\u540c\u69d8\u306e\u3053\u3068\u304c\u8a00\u3048\uff0c\u9006\u306b\u5c64\u3092\u5897\u3084\u3057\u3066\u3082\u8b58\u5225\u7387\u306f\u3042\u307e\u308a\u5909\u308f\u3089\u306a\u3044\u3068\u3044\u3046\u7d50\u679c\u304c\u3067\u305f\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u8840\u7ba1\u691c\u51fa\u306b\u7528\u3044\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u306e\u3067\uff0c\u79c1\u306e\u7814\u7a76\u306b\u3082\u4e0a\u624b\u304f\u5fdc\u7528\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u611f\u3058\u307e\u3057\u305f\uff0eNeural Network\u306b\u3064\u3044\u3066\u77e5\u8b58\u304c\u8584\u3044\u305f\u3081\uff0c\u96e3\u3057\u3044\u767a\u8868\u5185\u5bb9\u3067\u3057\u305f\u304c\u533b\u7528\u753b\u50cf\u306bNeural Network\u3092\u4f7f\u7528\u3059\u308b\u3068\u3044\u3046\u65b0\u3057\u3044\u8003\u3048\u306b\u8208\u5473\u3092\u6301\u3061\uff0c\u3068\u3066\u3082\u9762\u767d\u3044\u767a\u8868\u3067\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"557\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000Surgical field retrieval for intelligent laparotomy video archive system\uff08\u958b\u8179\u624b\u8853\u6620\u50cf\u306e\u77e5\u7684\u30a2\u30fc\u30ab\u30a4\u30d6\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\uff09\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1aTakayuki Kitasaka\uff0cShinji Goto\uff0cShun Sugita\uff0cHayate Tominaga\uff0cHiroaki Sawano\uff0cYasuhito Suenaga\uff0cKazunari Misawa\uff0cKensaku \u00a0MORI\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30dd\u30b9\u30bf\u30fcAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a In studying the laparotomy from surgical videos, there is a critical issue that the heads or hands of a surgeon and assistants screen the surgical field frequently. A new archive system is needed so that the surgical field is always revealed by deleting such obstructions. We develop an intelligent laparotomy video archive system using multiple cameras. It can delete the obstructions by fusing multiple video sequences. As the result of the experiment using a torso model, the surgical field was revealed effectively.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\uff0c\u958b\u8179\u624b\u8853\u6620\u50cf\u306b\u5bfe\u3057\u3066\u60a3\u90e8\u3092\u96a0\u3057\u3066\u3057\u307e\u3046\u624b\u3084\u982d\u306e\u6620\u308a\u8fbc\u307f\u3092\u8907\u6570\u53f0\u306e\u30ab\u30e1\u30e9\u3092\u4f7f\u7528\u3057\u3066\u53d6\u308a\u9664\u304d\uff0c\u6b7b\u89d2\u3092\u753b\u50cf\u51e6\u7406\u306b\u3088\u3063\u3066\u53ef\u8996\u5316\u3057\uff0c\u8cea\u306e\u9ad8\u3044\u624b\u8853\u6559\u6750\u306e\u4f5c\u6210\u3092\u76ee\u7684\u306b\u884c\u3063\u3066\u3044\u3089\u3063\u3057\u3083\u3044\u307e\u3057\u305f\uff0e\u4f4d\u7f6e\u5408\u308f\u305b\u306b\u306f\u30de\u30fc\u30ab\u30fc\u3084\u30b0\u30ed\u30fc\u30d6\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\uff0c\u958b\u8179\u7bc4\u56f2\u306e\u4f4d\u7f6e\u3092\u6c7a\u3081\u308b\u30de\u30fc\u30ab\u30fc\u306f\u5168\u3066\u3067\u306f\u306a\u304f\uff0c1\u70b9\u306e\u307f\u3092\u4f4d\u7f6e\u5408\u308f\u305b\u3092\u3057\u3066\u884c\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u5b9f\u969b\u306e\u52d5\u753b\u3082\u62dd\u898b\u3055\u305b\u3066\u9802\u304d\u307e\u3057\u305f\u304c\u7cbe\u5ea6\u3082\u3088\u304f\uff0c\u5927\u307e\u304b\u306a\u624b\u8853\u306e\u624b\u9806\u7b49\u306e\u6559\u6750\u3068\u3057\u3066\u306f\u4f7f\u7528\u3057\u3066\u3044\u3051\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3057\u305f\uff0e\u3057\u304b\u3057\uff0c\u5408\u6210\u306e\u969b\u306b\u591a\u5c11\u306e\u30ba\u30ec\u304c\u5b58\u5728\u3057\u3066\u3044\u308b\u305f\u3081\uff0c\u624b\u8853\u4e2d\u306b\u7528\u3044\u308b\u3053\u3068\u3084\uff0c\u7d30\u304b\u306a\u90e8\u5206\u306e\u78ba\u8a8d\u3092\u884c\u3046\u306b\u306f\u5c11\u3057\u6539\u5584\u306e\u4f59\u5730\u304c\u3042\u308b\u3088\u3046\u306b\u611f\u3058\u307e\u3057\u305f\uff0e\u5317\u5742\u3055\u3093\u3082\u4eca\u5f8c\u30ba\u30ec\u3092\u4fee\u6b63\u3057\uff0c\u624b\u8853\u5ba4\u3067\u306e\u8a55\u4fa1\u3082\u884c\u3063\u3066\u3044\u304f\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u53d6\u308a\u9664\u304f\u5bfe\u8c61\u3068\u3057\u3066\u306f\uff0c\u307e\u305a\u52d5\u304d\u304c\u3042\u308b\u3082\u306e\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u308b\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\u304c\uff0c\u5668\u5177\u306f\u624b\u8853\u6559\u6750\u306b\u306f\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u306e\u3067\u53d6\u308a\u9664\u3044\u3066\u3044\u306a\u3044\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u969b\u306b\u4f55\u304c\u5fc5\u8981\u3067\u4f55\u3092\u524a\u9664\u3059\u3079\u304d\u306a\u306e\u304b\u3092\u8003\u3048\u308b\u3053\u3068\u306f\uff0c\u81ea\u5206\u306e\u7814\u7a76\u3067\u3082\uff0c\u533b\u5e2b\u306e\u6c42\u3081\u308b\u8840\u7ba1\u306f\u3069\u308c\u3067\uff0c\u9006\u306b\u5fc5\u8981\u306e\u306a\u3044\u90e8\u5206\u306f\u3069\u3053\u306a\u306e\u304b\u3092\u8003\u3048\u308b\u90e8\u5206\u3068\u5171\u901a\u3057\u3066\u3044\u308b\u3068\u611f\u3058\uff0c\u6539\u3081\u3066\u533b\u5e2b\u306e\u65b9\u3068discussion\u3092\u3057\u3066\u3044\u304f\u5fc5\u8981\u6027\u3092\u611f\u3058\u307e\u3057\u305f\uff0e\u4eca\u56de\u306e\u5b66\u4f1a\u3067\u306fCT\u753b\u50cf\u7b49\u306b\u5bfe\u3059\u308b\u753b\u50cf\u51e6\u7406\u304c\u591a\u304f\uff0c\u5185\u8996\u93e1\u3084\u624b\u8853\u6620\u50cf\u306b\u5bfe\u3059\u308b\u753b\u50cf\u51e6\u7406\u306e\u767a\u8868\u304c\u5c11\u306a\u304b\u3063\u305f\u306e\u3067\uff0c\u3068\u3066\u3082\u8208\u5473\u6df1\u3044\u767a\u8868\u3067\u3057\u305f\uff0e<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"557\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000Enhancement of the whole blood vessel pattern using robust principal component analysis and respiration-oriented motion vector field\uff08\u30ed\u30d0\u30b9\u30c8\u4e3b\u6210\u5206\u5206\u6790\u3068\u6642\u76f8\u95a2\u5909\u5f62\u3092\u7528\u3044\u305f\u8840\u7ba1\u8d70\u884c\u5168\u4f53\u306e\u5f37\u8abf\uff09\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a Yuri KOKURA\uff0cYukinojo KITAKAMI\uff0cHideyuki KATO\uff0cYoshihiko OOKA\uff0cTakashi OHNISHI\uff0cHideaki HANEISHI\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30dd\u30b9\u30bf\u30fcAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000Digital subtraction angiography (DSA) is one of imaging methods using X-ray image and is commonly conducted to clearly visualize the vessels information during intervention with a catheter. In order to obtain a fine DSA image, patients have to hold their breathing. However, steady breath hold is a burden or the patients and is sometimes difficult for elder patients. We propose a blood vessel enhancement method with consecutive digital angiographic images acquired under the natural breathing. The method consists of a robust principal component analysis\u3000(RPCA)and complementary processing. RPCA separates the consecutive images into a low-rank component and a sparse component. The information of contrast media is included into the sparse component .In complementary processing; the resultant low-rank component is deformed by free-form deformation in order to obtain the deformation field for motion correction. Then, we applied the deformation field to the corresponding sparse component and processed images are integrated. We applied the proposed method to 45sets of angiographic images. We confirmed that RPCA enables to generate satisfactory enhanced angiographic images. Thin vessels as well as major vessels were clearly observed on the enhanced angiographic images. The complementary processing was applied to discontinuous vessel images and confirmed that it enables to generate enhanced whole blood vessel image.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u306f\uff0c\u30ec\u30f3\u30c8\u30b2\u30f3\u3067\u9020\u5f71\u50cf\u3068\u900f\u8996\u50cf\u3092\u64ae\u5f71\u3057\uff0c\u305d\u306e\u5dee\u5206\u304b\u3089\u8840\u7ba1\u50cf\u3092\u751f\u6210\u3059\u308bDSA\uff08Digital Subtraction Angiography\uff09\u306b\u5bfe\u3057\u3066\uff0c\u64ae\u5f71\u6642\u306e\u606f\u6b62\u3081\u306f\u9ad8\u9f62\u8005\u3092\u306f\u3058\u3081\uff0c\u60a3\u8005\u306b\u3068\u3063\u3066\u8ca0\u62c5\u3068\u306a\u308b\u3068\u3044\u3046\u554f\u984c\u304b\u3089\uff0c\u81ea\u7136\u547c\u5438\u4e0b\u9020\u5f71\u50cf\u3092\u7528\u3044\u3066\u4e0d\u9023\u7d9a\u90e8\u4f4d\u306e\u5c11\u306a\u3044\u8840\u7ba1\u50cf\u306e\u751f\u6210\u3092\u884c\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u624b\u6cd5\u3068\u3057\u3066\u306f\uff0c\u5143\u753b\u50cf\uff08\u9020\u5f71\u50cf\uff09\u306b\u30ed\u30d0\u30b9\u30c8\u4e3b\u6210\u5206\u5206\u6790\u3092\u884c\u3044\uff0c\u808b\u9aa8\u306a\u3069\u6642\u9593\u7684\u5909\u5316\u306e\u7de9\u3084\u304b\u306a\u4f4e\u30e9\u30f3\u30af\u6210\u5206\u3068\u8840\u7ba1\u5185\u306e\u9020\u5f71\u5264\u306e\u6d41\u308c\u306a\u3069\u6642\u9593\u7684\u5909\u5316\u306e\u6025\u6fc0\u306a\u6210\u5206\u306b\u5206\u5272\u3057\uff0c\u4f4e\u30e9\u30f3\u30af\u6210\u5206\u306e\u4e2d\u3067\u3082\u6a2a\u9694\u819c\u3067\u4f4d\u7f6e\u5408\u308f\u305b\u3092\u884c\u3044\uff0c\u305d\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u8840\u7ba1\u9020\u5f71\u50cf\u3092\u5408\u6210\u3057\u3066\u8840\u7ba1\u306e\u4f4d\u7f6e\u5408\u308f\u305b\u3082\u884c\u3046\u3068\u3044\u3046\u3082\u306e\u3067\u3057\u305f\uff0e\u30ed\u30d0\u30b9\u30c8\u4e3b\u6210\u5206\u5206\u6790\u3092\u7528\u3044\u3066\uff0c\u6642\u9593\u7684\u5909\u5316\u306e\u9055\u3044\u304b\u3089\u753b\u50cf\u3092\u5206\u5272\u3059\u308b\u3068\u3044\u3046\u624b\u6cd5\u306f\uff0c\u79c1\u306e\u7814\u7a76\u3067\u3082\u5668\u5177\u306e\u9664\u53bb\u306a\u3069\u306b\u4f7f\u3063\u3066\u3044\u3051\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u611f\u3058\u307e\u3057\u305f\uff0e\u8840\u7ba1\u62bd\u51fa\u3068\u3044\u3046\u90e8\u5206\u3067\u306f\uff0c\u79c1\u306e\u7814\u7a76\u3068\u540c\u3058\u306a\u306e\u3067\u3068\u3066\u3082\u9762\u767d\u3044\u767a\u8868\u3067\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"557\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000\u30d2\u30c8\u306e\u6210\u9577\u306b\u3088\u308b\u5185\u90e8\u69cb\u9020\u306e\u9577\u671f\u9593\u306b\u308f\u305f\u308b\u5909\u5316\u3092\u53ef\u8996\u5316\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u670d\u90e8 \u9ebb\u6728\uff0c\u9234\u6728 \u76f4\u6a39\uff0c\u4e2d\u7530 \u4eae\u8f14\uff0c\u5c0f\u5e61 \u8061\uff0c\u795e\u4fdd \u6559\u5e83\uff0c\u5b97\u5d0e \u826f\u592a\uff0c\u8d64\u661f \u670b\u6bd4\u53e4\uff0c\u7530\u53e3 \u667a\u7ae0\uff0c\u5bb6\u5165 \u91cc\u5fd7\uff0c\u6a4b\u722a \u8aa0\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u533b\u7528\u753b\u50cf\u51e6\u7406Abstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u308f\u308c\u308f\u308c\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u3067\u306f\uff0c\u30d2\u30c8\u306e\u56db\u6b21\u5143\u73fe\u8c61\u306e\u4e2d\u3067\u3082\u6b69\u884c\u3084\u5fc3\u62cd\u52d5\u3068\u3044\u3063\u305f\u77ed\u3044\u6642\u9593\u306b\u751f\u3058\u308b\u5185\u90e8\u69cb\u9020\u306e\u5909\u5316\u3092\u53ef\u8996\u5316\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u7814\u7a76\u958b\u767a\u3092\u7d99\u7d9a\u3057\u3066\u884c\u306a\u3063\u3066\u304a\u308a\uff0c\u3053\u308c\u307e\u3067\u306b\u672c\u5927\u4f1a\u3067\u3082\u5831\u544a\u3092\u884c\u306a\u3063\u3066\u304d\u305f\uff0e\u3053\u308c\u3089\u306e\u56db\u6b21\u5143\u73fe\u8c61\u3088\u308a\u3082\u9577\u3044\u6642\u9593\u306e\u30ec\u30f3\u30b8\u3067\u751f\u3058\u308b\u5909\u5316\uff0c\u30d2\u30c8\u306e\u6210\u9577\u3084\u6cbb\u7642\u3057\u305f\u90e8\u4f4d\u306e\u5909\u5316\u3092\u53ef\u8996\u5316\u3057\u89e3\u6790\u3059\u308b\u3053\u3068\u306f\uff0c\u8a3a\u65ad\u3084\u6cbb\u7642\uff0c\u305d\u3057\u3066\u5c06\u6765\u306e\u4e88\u6e2c\u306a\u3069\u306b\u6709\u7528\u3067\u3042\u308b\u3068\u8003\u3048\u308b\uff0e\u4eca\u56de\uff0c\u7279\u306b\u5927\u304d\u306a\u5909\u5316\u304c\u751f\u3058\u308b\u5c0f\u5150\u306e\u6210\u9577\u3092\u5bfe\u8c61\u3068\u3057\uff0c5\u5e74\u307b\u3069\u306e\u9593\u306b\u8907\u6570\u56de\u64ae\u5f71\u3055\u308c\u305f\uff38\u7ddaCT\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\uff0c\u9577\u3044\u6642\u9593\u306e\u9593\u306b\u3069\u306e\u3088\u3046\u306b\u5185\u90e8\u69cb\u9020\u304c\u5909\u5316\u3057\u3066\u3044\u304f\u306e\u304b\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u8868\u793a\u624b\u6cd5\u306e\u958b\u767a\u3092\u884c\u306a\u3063\u305f\uff0e\u672c\u767a\u8868\u3067\u306f\uff0c\u751f\u4f53\u809d\u79fb\u690d\u3084\u5148\u5929\u6027\u6a2a\u9694\u819c\u30d8\u30eb\u30cb\u30a2\u6cbb\u7642\u5f8c\u306e\u5c0f\u5150\u306e\u6570\u5e74\u9593\u306b\u308f\u305f\u308bX\u7ddaCT\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u7d50\u679c\u306b\u3064\u3044\u3066\u5831\u544a\u3059\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\uff0c\u7279\u306b\u5909\u5316\u306e\u6fc0\u3057\u3044\u5c0f\u5150\u671f\u306e\u6210\u9577\u3092\u89e3\u6790\u3059\u308b\u300c\u5c0f\u5150\u306e\u767a\u80b2\u3092\u307f\u308b\u56db\u6b21\u5143\u753b\u50cf\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u306e\u4f5c\u6210\u306b\u3064\u3044\u3066\u306e\u767a\u8868\u3067\u3057\u305f\uff0e\u5c0f\u5150\u306e\u6210\u9577\u904e\u7a0b\u3067\u64ae\u5f71\u3055\u308c\u305f\u8907\u6570\u306eX\u7ddaCT\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u64ae\u5f71\u9593\u306e\u5909\u5316\u3092\u88dc\u9593\u3059\u308b\u3053\u3068\u3067\uff0c\u5c0f\u5150\u306e\u9aa8\u3084\u81d3\u5668\u306a\u3069\u4f53\u5185\u306e\u5404\u90e8\u304c\u6210\u9577\u306b\u3088\u3063\u3066\u3069\u306e\u69d8\u306b\u5909\u5316\u3057\u3066\u3044\u304f\u306e\u304b\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u53ef\u8996\u5316\u3059\u308b\u624b\u6cd5\u306e\u958b\u767a\u3092\u884c\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u4eca\u5f8c\u306f\uff0c\u30d2\u30c8\u306e\u5185\u90e8\u69cb\u9020\u306e\u9577\u671f\u9593\u306b\u308f\u305f\u308b\u5909\u5316\u3060\u3051\u3067\u306a\u304f\uff0c\u6210\u9577\u904e\u7a0b\u306b\u304a\u3051\u308b\u69d8\u3005\u306a\u691c\u67fb\u3067\u5f97\u3089\u308c\u308b\u81d3\u5668\u306e\u6a5f\u80fd\u306e\u5909\u5316\u306a\u3069\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306a\u6539\u826f\u3092\u884c\u3063\u3066\u3044\u304f\u4e88\u5b9a\u3067\u3042\u308b\u3068\u304a\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u8853\u5f8c\u306e\u7d4c\u904e\u89b3\u5bdf\u3060\u3051\u3067\u306a\u304f\uff0c\u4eca\u5f8c\u5065\u5e38\u8005\u306e\u30c7\u30fc\u30bf\u6570\u3082\u5897\u3084\u3057\u3066\u3044\u304f\u3053\u3068\u3067\u767a\u75c7\u4e88\u6e2c\u7b49\u306b\u3082\u4f7f\u3063\u3066\u3044\u3051\u308b\u7d20\u6674\u3089\u3057\u3044\u7814\u7a76\u3060\u3068\u611f\u3058\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n\u53c2\u8003\u6587\u732e<\/p>\n<ul>\n<li>\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u4e88\u7a3f\u96c6CD-ROM<\/li>\n<\/ul>\n<p><strong>\u5b66\u4f1a\u53c2\u52a0\u5831\u544a\u66f8<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"147\"><strong>\u5831\u544a\u8005\u6c0f\u540d<\/strong><\/td>\n<td width=\"373\">\u7530\u4e2d\u90a3\u667a<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">\u8179\u8154\u93e1\u52d5\u753b\u306b\u304a\u3051\u308b\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u306e\u691c\u51fa\u6cd5\u301c\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5e73\u5766\u5316\u3092\u7528\u3044\u305f\u624b\u6cd5\u306e\u691c\u8a0e\u301c<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u82f1\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">Extracting Mesenteric Blood Vessel in Laparoscopic Colon Cancer Surgery Video Images -Mesenteric Blood Vessel Extracting Index using Histogram Equalization-<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u7530\u4e2d\u90a3\u667a\uff0c\u90e1\u60a0\u5e0c\uff0c\u6a2a\u5185\u4e45\u731b\uff0c\u8429\u539f\u660e\u65bc\uff0c\u5c0f\u5ea7\u672c\u96c4\u8ecc\uff0c\u65e5\u548c\u609f\uff0c\u5ee3\u5b89\u77e5\u4e4b<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4e3b\u50ac<\/strong><\/td>\n<td width=\"373\">\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8b1b\u6f14\u4f1a\u540d<\/strong><\/td>\n<td width=\"373\">\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4f1a\u5834<\/strong><\/td>\n<td width=\"373\">\u5343\u8449\u5927\u5b66\u897f\u5343\u8449\u30ad\u30e3\u30f3\u30d1\u30b9\u3051\u3084\u304d\u4f1a\u9928<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2016\/07\/21-2016\/07\/23<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u8b1b\u6f14\u4f1a\u306e\u8a73\u7d30<\/li>\n<\/ol>\n<p>2016\/07\/21\u304b\u30892016\/07\/23\u306b\u304b\u3051\u3066\u5343\u8449\u5927\u5b66\u897f\u5343\u8449\u30ad\u30e3\u30f3\u30d1\u30b9\u3051\u3084\u304d\u4f1a\u9928\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\uff0c\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u3053\u306e\u5b66\u4f1a\u306f\uff0c\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u306b\u3088\u3063\u3066\u4e3b\u50ac\u3055\u308c\u305f\u5b66\u4f1a\u3067\uff0c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u3084\uff0c\u305d\u308c\u306b\u95a2\u3059\u308b\u7814\u7a76\u306e\u9023\u7d61\u63d0\u643a\u3092\u8a08\u308b\u305f\u3081\uff0c\u307e\u305f\u305d\u308c\u306b\u3088\u308a\u5b66\u8853\u306e\u767a\u5c55\u3068\u4eba\u985e\u306e\u798f\u7949\u306b\u5bc4\u4e0e\u3059\u308b\u4e8b\u304c\u76ee\u7684\u3068\u3055\u308c\u3066\u3044\u307e\u3059\uff0e<br \/>\n\u79c1\u306f\u5168\u65e5\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u4ed6\u306b\uff0c\u4fee\u58eb1\u56de\u751f\u306e\u5ca1\u7530\uff0c\u90e1\uff0c\u77f3\u7530\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u7814\u7a76\u767a\u8868\n<ul>\n<li>\u767a\u8868\u6982\u8981<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u79c1\u306f22\u65e5\u306e\u5348\u524d\u306e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306823\u65e5\u306e\u5348\u5f8c\u306e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u8868\u306e\u5f62\u5f0f\u306f\uff0c1\u520620\u79d2\u306e\u8b1b\u6f14\u6642\u9593\u3067\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u6642\u9593\u306f1\u6642\u9593\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u4eca\u56de\u306e\u767a\u8868\u306f\uff0c\u300c\u8179\u8154\u93e1\u52d5\u753b\u306b\u304a\u3051\u308b\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u306e\u691c\u51fa\u6cd5\u301c\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5e73\u5766\u5316\u3092\u7528\u3044\u305f\u624b\u6cd5\u306e\u691c\u8a0e\u301c\u300d\u3068\u3057\uff0c\u6628\u5e74\u306e\u5831\u544a\u3057\u305f\u624b\u6cd5\u306e\u6539\u5584\u3092\u56f3\u3063\u305f\u5185\u5bb9\u3067\u3057\u305f\uff0e\u4ee5\u4e0b\u306b\u6284\u9332\u3092\u8a18\u8f09\u81f4\u3057\u307e\u3059\uff0e<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u8fd1\u5e74\uff0c\u5927\u8178\u764c\u624b\u8853\u306b\u306f\u591a\u304f\u306e\u5834\u5408\uff0c\u8179\u8154\u93e1\u304c\u7528\u3044\u3089\u308c\u308b\uff0e\u8179\u8154\u93e1\u624b\u8853\u306b\u304a\u3044\u3066\u5916\u79d1\u533b\u306f\u640d\u50b7\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u3092\u63a2\u7d22\uff0c\u56de\u907f\u3057\u3066\u764c\u306e\u5207\u9664\u3092\u884c\u3046\uff0e\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u306f\u8178\u9593\u819c\u306b\u57cb\u6ca1\u3057\u3066\u3044\u308b\u305f\u3081\uff0c\u63a2\u7d22\u884c\u7a0b\u306b\u624b\u8853\u6642\u9593\u306e\u591a\u304f\u3092\u8cbb\u3084\u3059\u4e8b\u304c\u533b\u5e2b\u3078\u306e\u5927\u304d\u306a\u8ca0\u62c5\u3068\u306a\u308b\uff0e\u6211\u3005\u306f\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u306e\u4f4d\u7f6e\u3092\u5f97\u3089\u308c\u305f\u52d5\u753b\u4e0a\u306b\u63d0\u793a\u3059\u308b\u4e8b\u3067\u533b\u5e2b\u306e\u8ca0\u62c5\u8efd\u6e1b\u3092\u76ee\u6307\u3059\uff0e\u672c\u7a3f\u3067\u306f\uff0c\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u304b\u5426\u304b\u306e\u8b58\u5225\u3092\u884c\u3046\u7279\u5fb4\u91cf\u3068\u3057\u3066\uff0c\u5f97\u3089\u308c\u305f\u753b\u50cf\u306b\u5bfe\u3057\u3066\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5e73\u5766\u5316\u3092\u884c\u3044\uff0c\u305d\u306e\u8272\u60c5\u5831\u3092\u6307\u6a19\u3068\u3057\u305f\u5834\u5408\u306e\u691c\u8a0e\u3092\u884c\u3063\u305f\uff0e\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5e73\u5766\u5316\u3092\u7528\u3044\u308b\u4e8b\u3067\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u3068\u305d\u308c\u4ee5\u5916\u306e\u90e8\u5206\u306e\u8272\u60c5\u5831\u306e\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u3092\u5f37\u8abf\u3059\u308b\u4e8b\u304c\u53ef\u80fd\u3068\u306a\u308b\uff0e\u305d\u306e\u7d50\u679c\uff0c\u3088\u308a\u76ee\u6a19\u691c\u51fa\u9818\u57df\u306b\u8fd1\u3044\u5f62\u72b6\u3067\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u304c\u691c\u51fa\u3055\u308c\uff0c\u518d\u73fe\u7387\u306e\u5411\u4e0a\u304c\u898b\u3089\u308c\u305f\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<ul>\n<li>\u8cea\u7591\u5fdc\u7b54<\/li>\n<\/ul>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u767a\u8868\u3067\u306f\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8cea\u7591\u3092\u53d7\u3051\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb91<\/strong><br \/>\n\u30bd\u30cb\u30fc\u306e\u5c71\u53e3\u69d8\u3088\u308a\uff0c\u300c\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5e73\u5766\u5316\u753b\u50cf\u3092\u51fa\u529b\u3068\u3057\u3066\u898b\u305b\u308b\u3060\u3051\u3067\u306f\u30c0\u30e1\u306a\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\uff0c\u300c\u624b\u8853\u306e\u969b\u306b\u533b\u5e2b\u306f\u81ea\u7136\u306a\u8272\u5473\u306e\u753b\u50cf\u306b\u304a\u3044\u3066\u8840\u7ba1\u306e\u4f4d\u7f6e\u3092\u63d0\u793a\u3057\u3066\u307b\u3057\u3044\u3068\u3044\u3046\u610f\u898b\u3092\u9802\u3044\u3066\u3044\u308b\u300d\u3068\u89e3\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb92<\/strong><br \/>\n\u5343\u8449\u5927\u5b66\u306e\u5c0f\u5009\u69d8\u3088\u308a\uff0c\u300c\u8272\u3084\u660e\u308b\u3055\u304c\u5909\u5316\u3059\u308b\u3068\u7d50\u679c\u306b\u5f71\u97ff\u3057\u306a\u3044\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\uff0c\u300c\u6628\u5e74\u5831\u544a\u3057\u305f\u624b\u6cd5\u3067\u306f\u660e\u308b\u3055\u7b49\u306e\u5f71\u97ff\u3092\u53d7\u3051\u307e\u3059\u304c\uff0c\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5e73\u5766\u5316\u3092\u884c\u3046\u4e8b\u3067\u4ed6\u306e\u60a3\u8005\u3084\u660e\u308b\u3055\u304c\u5909\u308f\u3063\u3066\u3082\u691c\u51fa\u3067\u304d\u308b\u4e8b\u304c\u591a\u304f\u306a\u308a\uff0c\u6c4e\u7528\u6027\u306e\u5411\u4e0a\u3082\u898b\u3089\u308c\u305f\u300d\u3068\u89e3\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb93<\/strong><br \/>\n\u8fd1\u757f\u5927\u5b66\u306e\u7be0\u539f\u69d8\u3088\u308a\uff0c\u300c\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5e73\u5766\u5316\u306b\u3088\u308a\u8aa4\u691c\u51fa\u306f\u5897\u3048\u306a\u3044\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\uff0c\u300c\u78ba\u304b\u306b\u518d\u73fe\u7387\u306e\u4e0a\u6607\u7387\u3068\u6bd4\u8f03\u3057\u3066\u5c11\u3057\u3067\u306f\u3042\u308b\u304c\uff0c\u9069\u5408\u7387\u306f\u6e1b\u5c11\u3057\u3066\u304a\u308a\uff0c\u8aa4\u691c\u51fa\u306e\u524a\u6e1b\u304c\u4eca\u5f8c\u306e\u8ab2\u984c\u3067\u3042\u308b\u300d\u3068\u89e3\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb94<\/strong><br \/>\n\u540d\u524d\u306f\u63a7\u3048\u640d\u306d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u304c\uff0c\u300c\u3069\u308c\u304f\u3089\u3044\u6df1\u3044\u8840\u7ba1\u307e\u3067\u53d6\u308c\u308b\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u300c\u5177\u4f53\u7684\u306b\u691c\u51fa\u53ef\u80fd\u306a\u6df1\u5ea6\u306e\u691c\u8a3c\u306f\u884c\u3063\u3066\u3044\u306a\u3044\u305f\u3081\u4e0d\u660e\u3067\u3059\u304c\uff0c\u8102\u80aa\u306e\u8272\u304c\u5909\u5316\u3057\u3066\u3044\u308c\u3070\u691c\u51fa\u3067\u304d\u308b\u305f\u3081\uff0c\u73fe\u6bb5\u968e\u3067\u306f\u533b\u5e2b\u304c\u898b\u3048\u308b\u3068\u3053\u308d\u304b\u3089\u8840\u7ba1\u306e\u5168\u4f53\u50cf\u3092\u30a4\u30e1\u30fc\u30b8\u3059\u308b\u88dc\u52a9\u3092\u3059\u308b\u4e8b\u3092\u76ee\u6a19\u3068\u3057\u3066\u3044\u307e\u3059\uff0e\u300d\u3068\u89e3\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<\/p>\n<ul>\n<li>\u611f\u60f3<\/li>\n<\/ul>\n<p>\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u304c1\u520620\u79d2\u3068\u3044\u3046\u4e8b\u3067\u975e\u5e38\u306b\u77ed\u3044\u6642\u9593\u304b\u3064\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u3068\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u304c\u5225\u65e5\u7a0b\u3068\u3044\u3046\u6761\u4ef6\u3067\u3057\u305f\u304c\uff0c\u30dd\u30b9\u30bf\u30fc\u306b\u8208\u5473\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u308b\u65b9\u304c\u591a\u6570\u3044\u3089\u3063\u3057\u3083\u3063\u305f\u4e8b\u5927\u5909\u5b09\u3057\u304f\u601d\u3044\u307e\u3057\u305f\uff0e\u8cea\u554f\u3092\u9802\u3044\u3066\u3044\u306a\u3044\u65b9\u3082\u542b\u3081\u308b\u3068\uff0c\uff13\uff10\u540d\uff0c\u3042\u308b\u3044\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u65b9\u306b\u304a\u8a71\u3057\u3059\u308b\u4e8b\u304c\u3067\u304d\u307e\u3057\u305f\uff0e\u533b\u5e2b\u306e\u65b9\u3088\u308a\uff0c\u3053\u308c\u306f\u4f7f\u3048\u305d\u3046\u3068\u3044\u3046\u610f\u898b\u3092\u9802\u304f\u7b49\uff0c\u6628\u5e74\u3068\u6bd4\u8f03\u3057\u3066\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u53cd\u5fdc\u304c\u591a\u304b\u3063\u305f\u3068\u611f\u3058\u307e\u3057\u305f\uff0e\u4e00\u65b9\u3067\u4eca\u56de\uff0c\u5185\u8996\u93e1\u95a2\u9023\u306e\u5148\u751f\u304c\u5c11\u306a\u304b\u3063\u305f\u306e\u304b\uff0c\u300c\u79c1\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u306f\u2026\u300d\u3068\u3044\u3046\u65b0\u9bae\u306a\u3054\u610f\u898b\u3092\u9802\u304f\u3053\u3068\u3082\u3042\u308a\u307e\u3057\u305f\uff0e\u4eca\u56de\u9802\u3044\u305f\u610f\u898b\u3092\u6b21\u56de\u304b\u3089\u306e\u767a\u8868\u3084\u4fee\u58eb\u8ad6\u6587\u306b\u6d3b\u304b\u3057\u305f\u3044\u3068\u611f\u3058\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u8074\u8b1b<\/li>\n<\/ol>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e\uff13\u4ef6\u306e\u767a\u8868\u3092\u8074\u8b1b\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u3000\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000radiogenomics\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u7532\u6590\u3000\u5343\u9065\uff0c\u5185\u5c71 \u826f\u4e00\uff0c\u767d\u77f3 \u9806\u4e8c\uff0c\u85e4\u7530 \u5e83\u5fd7\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u8a3a\u65ad\u652f\u63f4Abstruct \uff1a\u30dd\u30b9\u30c8\u30b2\u30ce\u30e0\u6642\u4ee3\u306b\u5165\u308a\uff0cImaging Phenotype\u3092\u4e2d\u5fc3\u306b\u9032\u3081\u3089\u308c\u3066\u304d\u305f\u653e\u5c04\u7dda\u533b\u5b66\u306e\u7814\u7a76\u306b\uff0cGenotype\u306e\u65b0\u3057\u3044\u8996\u70b9\u3092\u52a0\u3048\u308bRadiogenomics \u3068\u547c\u3076\u65b0\u3057\u3044\u7814\u7a76\u9818\u57df\u304c\u5f62\u6210\u3055\u308c\u3064\u3064\u3042\u308b\uff0e\u672c\u7814\u7a76\u306e\u76ee\u7684\u306f\uff0c\u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u95a2\u9023\u907a\u4f1d\u5b50APOE\u03b54\u3068\u8133\u5f62\u614b\u5909\u5316\u306e\u95a2\u4fc2\u3092\u5206\u6790\u3057\uff0c\u500b\u5225\u5316\u533b\u7642\u3092\u652f\u63f4\u3059\u308bCAD\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u3067\u3042\u308b\uff0e\u307e\u305a\uff0cSPM\u3092\u4f7f\u7528\u3057\u3066 3 \u6b21\u5143\u8133MR\u753b\u50cf\u306e\u89e3\u5256\u5b66\u7684\u6a19\u6e96\u5316\u3092\u884c\u3044\uff0c\u8907\u6570\u306e\u89e3\u5256\u5b66\u7684\u9818\u57df\u306b\u95a2\u5fc3\u9818\u57df\u3092\u8a2d\u5b9a\u3057\u305f\uff0e\u3064\u304e\u306b\uff0c\u5404\u95a2\u5fc3\u9818\u57df\u3067\u6b63\u5e38\u6a19\u6e96\u8133\u304b\u3089\u306e\u5909\u5316\u3092\u6c42\u3081\u3066\uff0c\u840e\u7e2e\u306e\u7a0b\u5ea6\u306b\u95a2\u3059\u308b\u753b\u50cf\u7279\u5fb4\u91cf\u3092\u8a08\u7b97\u3057\uff0cAPOE\u03b54\u3068\u306e\u95a2\u4fc2\u6027\u3092\u8abf\u3079\u305f\uff0e\u5b9f\u9a13\u306e\u7d50\u679c\uff0cAPOE\u03b54\u306e\u6709\u7121\u306b\u3088\u3063\u3066\u8133\u840e\u7e2e\u306e\u90e8\u4f4d\u306b\u9055\u3044\u304c\u3042\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\uff0e\u907a\u4f1d\u5b50\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u7570\u306a\u308b\u90e8\u4f4d\u306e\u840e\u7e2e\u306e\u7a0b\u5ea6\u3092\u5b9a\u91cf\u8a55\u4fa1\u3057\uff0c\u533b\u5e2b\u306b\u5ba2\u89b3\u7684\u306a\u5224\u65ad\u6750\u6599\u3092\u63d0\u4f9b\u3059\u308b\uff0c\u500b\u5225\u5316\u533b\u7642\u3092\u652f\u63f4\u3059\u308b\u6b21\u4e16\u4ee3\u578b\u306eCAD\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u304c\u671f\u5f85\u3067\u304d\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\u753b\u50cf\u7279\u5fb4\u91cf\u306b\u907a\u4f1d\u5b50\u3092\u8ffd\u52a0\u3057\u3066\u65b0\u3057\u3044CAD\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3092\u884c\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u306e\u8b58\u5225\u3092\u884c\u3046\u305f\u3081\u753b\u50cf\u8a3a\u65ad\u3092\u884c\u3046\u304c\uff0c\u305d\u306e\u969b\uff0c\u907a\u4f1d\u5b50\u306e\u30bf\u30a4\u30d7\u306b\u3088\u3063\u3066\uff0c\u75c5\u72b6\u306e\u9032\u884c\u5ea6\u306b\u5bfe\u3059\u308b\u8133\u306e\u840e\u7e2e\u306e\u7a0b\u5ea6\u304c\u7570\u306a\u308b\u4e8b\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\uff0e\u73cd\u3057\u3044\u7814\u7a76\u3060\u3068\u601d\u3063\u305f\u304c\uff0cNeuroImaging\u7b49\u3067\u306f\u53c2\u8003\u306b\u3057\u305f\u6587\u732e\u304c\u3042\u308b\u3088\u3046\u3067\uff0c\u4eca\u5f8c\u307e\u3059\u307e\u3059\u671f\u5f85\u304c\u304b\u304b\u308b\u9762\u767d\u3044\u7814\u7a76\u3060\u3068\u601d\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1aSurgical field retrieval for intelligent laparotomy video archive system\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1aTakayuki Kitasaka\uff0cShinji Goto\uff0cShun Sugita\uff0cHayate Tominaga\uff0cHiroaki Sawano\uff0cYasuhito Suenaga\uff0cKazunari Misawa\uff0cKensaku Mori\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30dd\u30b9\u30bf\u30fcAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a In studying the laparotomy from surgical videos, there is a critical issue that the heads or hands of a surgeon and assistants screen the surgical field frequently. A new archive system is needed so that the surgical field is\u3000always revealed by deleting such obstructions. We develop an intelligent laparotomy video archive system using multiple cameras. It can delete the obstructions by fusing multiple video sequences. As the result of the experiment using a torso model, the surgical field was revealed effectively.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\uff0c\u958b\u8179\u624b\u8853\u306e\u6307\u5c0e\u7528\u52d5\u753b\u306b\u304a\u3044\u3066\u533b\u5e2b\u306e\u4f53\u7b49\u306e\u8996\u754c\u306e\u59a8\u3052\u3092\u306a\u304f\u3059\u4e8b\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3057\u305f\uff0e\u8907\u6570\u306e\u89d2\u5ea6\u304b\u3089\u64ae\u5f71\u3057\u305f\u6620\u50cf\u3092Homography\u884c\u5217\u306b\u3088\u308b\u5909\u63db\u3067\u91cd\u306d\u5408\u308f\u305b\uff0c\u906e\u853d\u7269\u3092\u900f\u904e\u8868\u793a\u3057\u3066\u3044\u307e\u3059\uff0e\u8a3a\u65ad\u652f\u63f4\uff0c\u624b\u8853\u652f\u63f4\u306a\u3069\u306b\u89e6\u308c\u308b\u4e8b\u304c\u591a\u3044\u3067\u3059\u304c\uff0c\u753b\u50cf\u51e6\u7406\u306e\u6d3b\u8e8d\u3059\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u3068\u3057\u3066\u65b0\u9bae\u306b\u611f\u3058\u307e\u3057\u305f\uff0e\u533b\u5e2b\u306e\u9700\u8981\u3092\u5f15\u304d\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u304d\u305f\u3044\u3068\u611f\u3058\u307e\u3059\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u753b\u50cf\u51e6\u7406\u306e\u57fa\u790e\u3068\u5fdc\u7528\u306e\u9593\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u672c\u8c37\u3000\u79c0\u5805\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u2013\u305d\u306e\u57fa\u790e\u3068\u533b\u7528\u753b\u50cf\u5fdc\u7528\u2013Abstract\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1aNeural Network\u304c\u753b\u50cf\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6027\u80fd\u3092\u5927\u5e45\u306b\u4e0a\u3052\u3064\u3064\u3042\u308b\u3002\u753b\u50cf\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u53e4\u5178\u7684\u306a\u67a0\u7d44\u307f\u306b\u304a\u3044\u3066\u306f\u3001\u753b\u50cf\u304b\u3089\u306e\u7279\u5fb4\u62bd\u51fa\u51e6\u7406\u3068\u3001\u305d\u306e\u7279\u5fb4\u3092\u5229\u7528\u3059\u308b\u5bfe\u8c61\u306e\u8b58\u5225\u51e6\u7406\u3092\u500b\u3005\u306b\u4f5c\u308a\u4e0a\u3052\u3066\u3044\u305f\u3002\u4e00\u65b9\u306eNeural Network\u3092\u5229\u7528\u3059\u308b\u69cb\u7bc9\u6cd5\u3067\u306f\u3001\u7279\u5fb4\u62bd\u51fa\u3068\u8b58\u5225\u51e6\u7406\u3068\u304c\u540c\u6642\u306b\u5b9f\u73fe\u3055\u308c\u308b\u3002\u3053\u306e\u3053\u3068\u306f\u3001\u7279\u306b\u753b\u50cf\u304b\u3089\u306e\u7279\u5fb4\u62bd\u51fa\u3092\u30dc\u30c8\u30e0\u30a2\u30c3\u30d7\u306b\u30c7\u30b6\u30a4\u30f3\u3057\u3066\u304d\u305f\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u591a\u304f\u306b\u306f\u3001\u9a5a\u304d\u3092\u6301\u3063\u3066\u8fce\u3048\u3089\u308c\u3066\u3044\u308b\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001\u305d\u3082\u305d\u3082\u53e4\u5178\u7684\u306a\u67a0\u7d44\u307f\u306b\u304a\u3051\u308b\u96e3\u70b9\u304c\u3069\u3053\u306b\u3042\u308a\u3001\u305d\u308c\u304cNeural Network\u3067\u3069\u306e\u3088\u3046\u306b\u89e3\u304b\u308c\u3064\u3064\u3042\u308b\u306e\u304b\u3092\u63a2\u308a\u305f\u3044\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u304b\uff0c\u3069\u3053\u3067\u6d3b\u8e8d\u3067\u304d\u308b\u53ef\u80fd\u6027\u306b\u3064\u3044\u3066\u8ff0\u3079\u3089\u308c\u3066\u3044\u307e\u3057\u305f\uff0e\u7d42\u59cb\u3068\u3066\u3082\u9762\u767d\u3044\u8a71\u3067\u3057\u305f\u304c\uff0c\u75c5\u7406\u753b\u50cf\u306e\u7d30\u80de\u306e\u8f2a\u90ed\u62bd\u51fa\u306e\u4ed5\u7d44\u307f\u3084\uff0c\u4e00\u90e8\u7b54\u3048\u753b\u50cf\u3092\u4f5c\u308b\u3068\uff0c\u5168\u3066\u306e\u7b54\u3048\u753b\u50cf\u3092\u4f5c\u6210\u3059\u308b\u3068\u3044\u3046\u4e8b\u3082\u53ef\u80fd\u3067\u3042\u308b\u3068\u3044\u3063\u305f\u90e8\u5206\u306e\u89e3\u8aac\u306f\uff0c\u975e\u5e38\u306b\u8208\u5473\u6df1\u304b\u3063\u305f\u3067\u3059\uff0e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u30c8\u30ec\u30f3\u30c9\u3067\u3059\u304c\uff0c\u3057\u3063\u304b\u308a\u3068\u7279\u6027\u3092\u898b\u6975\u3081\u3066\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u304d\u305f\u3044\u3067\u3059\uff0e<br \/>\n&nbsp;<br \/>\n\u53c2\u8003\u6587\u732e<\/p>\n<ul>\n<li>\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u8ad6\u6587\u96c6CD-ROM<\/li>\n<\/ul>\n<p><strong>\u5b66\u4f1a\u53c2\u52a0\u5831\u544a\u66f8<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"147\"><strong>\u00a0<\/strong><strong>\u5831\u544a\u8005\u6c0f\u540d<\/strong><\/td>\n<td width=\"373\">\u77f3\u7530\u76f4\u4e5f<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">\u57f9\u990a\u89d2\u819c\u5185\u76ae\u7d30\u80de\u306e\u753b\u50cf\u306b\u3088\u308b\u54c1\u8cea\u8a55\u4fa1\uff5e\u5b9a\u91cf\u7684\u8a55\u4fa1\u6307\u6a19\u306e\u81ea\u52d5\u62bd\u51fa\uff5e<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u82f1\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">Evaluate quality of image for corneal endothelial cells~ Automatic extraction of quantitative indicators ~<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u77f3\u7530\u76f4\u4e5f\uff0c\u5965\u6751\u76f4\u6bc5\uff0c\u5c0f\u6cc9\u7bc4\u5b50\uff0c\u5ee3\u5b89\u77e5\u4e4b\uff0c\u65e5\u548c\u609f<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4e3b\u50ac<\/strong><\/td>\n<td width=\"373\">\u5343\u8449\u5927\u5b66<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8b1b\u6f14\u4f1a\u540d<\/strong><\/td>\n<td width=\"373\">\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4f1a\u5834<\/strong><\/td>\n<td width=\"373\">\u5343\u8449\u5927\u5b66 \u3051\u3084\u304d\u30ad\u30e3\u30f3\u30d1\u30b9<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2016\/7\/21~2016\/7\/23<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u8b1b\u6f14\u4f1a\u306e\u8a73\u7d30<\/li>\n<\/ol>\n<p>2016\u5e747\u670821\u65e5\u201523\u65e5\u306b\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u306b\u53c2\u52a0\u81f4\u3057\u307e\u3057\u305f\uff0e\u3053\u306e\u5b66\u4f1a\u306f\uff0c\u533b\u7528\u753b\u50cf\u3084\u533b\u7528\u753b\u50cf\u51e6\u7406\u3092\u4e2d\u5fc3\u30c6\u30fc\u30de\u3068\u3057\u3066\uff0c\u533b\u5e2b\u30fb\u7814\u7a76\u8005\u30fb\u5b66\u751f\u304c\u96c6\u3044\uff0c\u533b\u5de5\u9023\u643a\u3092\u611f\u3058\u3055\u305b\u308b\u5b66\u4f1a\u3067\u3057\u305f\uff0e<br \/>\n\u4eca\u5e74\u5ea6\u306f\uff0c\u7279\u5225\u8b1b\u6f14\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7528\u3044\u305f\u533b\u7528\u753b\u50cf\u51e6\u7406\u306b\u3064\u3044\u3066\u767a\u8868\u3055\u308c\u3066\u3044\u307e\u3057\u305f\uff0e\u672c\u6765\u306f\u753b\u50cf\u51e6\u7406\u5b66\u4f1a\u3067\u3042\u308b\u305f\u3081\uff0c\u4eca\u5e74\u5ea6\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u57fa\u790e\u306b\u3064\u3044\u3066\u4e01\u5be7\u306b\u8b1b\u6f14\u304c\u3055\u308c\u3066\u304a\u308a\uff0c\u4eca\u5f8c\u306e\u6d41\u884c\u3068\u3057\u3066CNN\u3084DCNN\u3092\u7528\u3044\u308b\u3053\u3068\u304c\u5897\u3048\u3066\u304f\u308b\u3053\u3068\u3092\u5b9f\u611f\u81f4\u3057\u307e\u3057\u305f\uff0e<br \/>\n\u307e\u305f\uff0c\u79c1\u306f\u5168\u65e5\u53c2\u52a0\u3057\uff0c\u5ca1\u7530\u541b\uff0c\u90e1\u3055\u3093\uff0c\u7530\u4e2d\u90a3\u667a\u5148\u8f29\u3082\u53c2\u52a0\u81f4\u3057\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u6a2a\u5185\u5148\u751f\u3084\uff0c\u5c71\u672c\u8a69\u5b50\u5148\u751f\u3082\u3044\u3089\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u7814\u7a76\u767a\u8868\n<ul>\n<li>\u767a\u8868\u6982\u8981<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u79c1\u306f\uff0c23\u65e5\u5348\u524d\u306b\u958b\u50ac\u3055\u308c\u305f\u533b\u7528\u753b\u50cf\u51e6\u7406\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u53c2\u52a0\u3057\uff0c\u53e3\u982d\u3067\u767a\u8868\u3092\u884c\u3044\u307e\u3057\u305f\uff0e\u53e3\u982d\u767a\u8868\u306f\uff0c8\u5206\u306e\u767a\u8868\u30684\u5206\u306e\u8cea\u7591\u5fdc\u7b54\u6642\u9593\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u4eca\u56de\u306e\u767a\u8868\u306f\uff0c\u57f9\u990a\u89d2\u819c\u5185\u76ae\u7d30\u80de\u306e\u753b\u50cf\u306b\u3088\u308b\u5b9a\u91cf\u7684\u8a55\u4fa1\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u767a\u8868\u81f4\u3057\u307e\u3057\u305f\uff0e\u4ee5\u4e0b\u306b\u6284\u9332\u3092\u8a18\u8f09\u81f4\u3057\u307e\u3059\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u6284\u9332\u4e2d\u8eab\u8fd1\u5e74\uff0c\u91cd\u75c7\u306e\u8996\u529b\u969c\u5bb3\u3092\u751f\u3058\u308b\u89d2\u819c\u5185\u76ae\u969c\u5bb3\u306b\u5bfe\u3059\u308b\u518d\u751f\u533b\u7642\u306e\u958b\u767a\u304c\u884c\u308f\u308c\u3066\u3044\u308b\uff0e2013\u5e74\u306b\u306f\u57f9\u990a\u30d2\u30c8\u89d2\u819c\u5185\u76ae\u79fb\u690d\u306e\u81e8\u5e8a\u7814\u7a76\u304c\u958b\u59cb\u3055\u308c\u305f\uff0e\u518d\u751f\u533b\u7642\u3092\u7528\u3044\u305f\u6cbb\u7642\u6cd5\u306f\u89d2\u819c\u304b\u3089\u5185\u76ae\u7d30\u80de\u3092\u62bd\u51fa\uff0c\u57f9\u990a\uff0c\u79fb\u690d\u3057\u3066\u884c\u308f\u308c\u308b\uff0e\u3053\u306e\u969b\uff0c\u57f9\u990a\u89d2\u819c\u5185\u76ae\u7d30\u80de\u306e\u54c1\u8cea\u8a55\u4fa1\u306f\uff0c\u533b\u5e2b\u304c\u7d30\u80de\u306e\u5bc6\u5ea6\uff0c\u5f62\u72b6\uff0c\u9762\u7a4d\u3092\u76ee\u8996\u306b\u3088\u3063\u3066\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u884c\u308f\u308c\u3066\u304a\u308a\u8ca0\u62c5\u304c\u5927\u304d\u3044\uff0e\u305d\u3053\u3067\uff0c\u533b\u5e2b\u306e\u8ca0\u62c5\u8efd\u6e1b\u3092\u76ee\u7684\u3068\u3057\u305f\u8a55\u4fa1\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u4f5c\u6210\u3092\u884c\u3046\uff0e\u5148\u884c\u7814\u7a76\u3067\u306f\uff0c\u89d2\u819c\u5185\u76ae\u7d30\u80de\u753b\u50cf\u306e\u7d30\u80de\u9818\u57df\u5206\u5272\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u304c\uff0c\u6559\u5e2b\u6709\u308a\u5b66\u7fd2\u3067\u3042\u308b\u305f\u3081\u624b\u52d5\u4f5c\u696d\u3092\u542b\u3093\u3067\u3044\u305f\uff0e\u305d\u3053\u3067\uff0c\u81ea\u52d5\u9818\u57df\u5206\u5272\uff0c\u7cbe\u5ea6\u306e\u5411\u4e0a\uff0c\u3055\u3089\u306b\u5404\u7d30\u80de\u304b\u3089\u5f62\u72b6\u7b49\u306e\u7279\u5fb4\u91cf\u3092\u3069\u306e\u3088\u3046\u306b\u53d6\u5f97\u3059\u308b\u304b\u304c\u8ab2\u984c\u3067\u3042\u3063\u305f\uff0e\u63d0\u6848\u30b7\u30b9\u30c6\u30e0\u306f\uff0c3\u3064\u306e\u54c1\u8cea\u6307\u6a19\u305d\u308c\u305e\u308c\u3092\u5b9a\u91cf\u7684\u306b\u8a08\u6e2c\u53ef\u80fd\u306b\u3057\u305f\uff0e\u3055\u3089\u306b\u7d30\u80de\u306e\u5f62\u72b6\uff0c\u9762\u7a4d\u306b\u3064\u3044\u3066\u306f\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u5b9a\u91cf\u7684\u304b\u3064\u52b9\u7387\u7684\u306a\u8a55\u4fa1\u3092\u53ef\u80fd\u306b\u3057\u305f\uff0e\u672c\u767a\u8868\u3067\u306f\uff0c\u54c1\u8cea\u6307\u6a19\u306e\u7cbe\u5ea6\u306b\u3064\u3044\u3066\u691c\u8a3c\u3092\u884c\u3046\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<ul>\n<li>\u8cea\u7591\u5fdc\u7b54<\/li>\n<\/ul>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u767a\u8868\u3067\u306f\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8cea\u7591\uff0c\u63d0\u6848\u3092\u53d7\u3051\u307e\u3057\u305f\uff0e<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9\uff11<\/strong><br \/>\n\u7acb\u547d\u9928\u5927\u5b66\u6240\u5c5e\u306e\u5065\u5c71\u5148\u751f\u304b\u3089\u9802\u3044\u305f\u8cea\u554f\u3067\u3059\uff0e\u305d\u306e\u8cea\u554f\u5185\u5bb9\u306f\uff0c\u4f4e\u54c1\u8cea\u753b\u50cf\u304b\u3069\u3046\u304b\u306f\u3069\u306e\u3088\u3046\u306b\u5224\u65ad\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304b\u3068\u306e\u8cea\u554f\u3067\u3059\uff0e\u3053\u308c\u306b\u5bfe\u3059\u308b\u56de\u7b54\u3068\u3057\u3066\uff0c\u5bc6\u5ea6\u7b49\u3092\u8a08\u6e2c\u3057\uff0c\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u8868\u793a\u3057\u3066\u8996\u899a\u7684\u306b\u5224\u65ad\u3067\u304d\u308b\u3068\u8fd4\u7b54\u81f4\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u5185\u5bb9\u306b\u3066\uff0c\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u8aac\u660e\u304c\u3055\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u305f\u3081\uff0c\u6b21\u56de\u306e\u767a\u8868\u3067\u306f\uff0c\u56f3\u306e\u8aac\u660e\u306f\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9\uff12<\/strong><br \/>\n\u5343\u8449\u5927\u5b66\u6240\u5c5e\u306e\u83c5\u5148\u751f\u304b\u3089\u306e\u8cea\u554f\u3067\u3059\uff0e\u305d\u306e\u8cea\u554f\u5185\u5bb9\u306f\uff0c\u60aa\u753b\u8cea\u753b\u50cf\u306f\uff0c\u3069\u3046\u3057\u3066\u60aa\u753b\u8cea\u306a\u306e\u304b\uff0c\u305d\u308c\u306f\u57f9\u990a\u304c\u5931\u6557\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304b\u3068\u306e\u3053\u3068\u3067\u3057\u305f\uff0e\u3053\u308c\u306b\u5bfe\u3057\u3066\uff0c\u3053\u3061\u3089\u306f\u5c02\u9580\u5bb6\u306b\u3088\u3063\u3066\u64ae\u50cf\u3055\u308c\u305f\u3082\u306e\u3067\uff0c\u305d\u306e\u969b\u306b\u30d4\u30f3\u30c8\u304c\u305a\u308c\u3066\u3057\u307e\u3063\u305f\u3053\u3068\u304c\u539f\u56e0\u3067\u3042\u308a\uff0c\u7d30\u80de\u81ea\u4f53\u306e\u54c1\u8cea\u306f\u826f\u597d\u3067\u3042\u308b\u3068\u7b54\u3048\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9\uff13<\/strong><br \/>\n\u8cea\u554f\u8005\u306e\u6c0f\u540d\u3092\u63a7\u3048\u640d\u306d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\uff0e\u305d\u306e\u8cea\u554f\u5185\u5bb9\u306f\uff0c\u7d30\u80de\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u306f\uff0c\u7d30\u80de\u5883\u754c\u3092\u62bd\u51fa\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\uff0c\u7d30\u80de\u9818\u57df\u306b\u6ce8\u76ee\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u4e8c\u7a2e\u985e\u304c\u3042\u308b\u3068\u601d\u3046\u306e\u3067\u3059\u304c\uff0c\u3069\u3061\u3089\u3067\u3059\u304b\u3068\u306e\u3053\u3068\u3067\u3057\u305f\uff0e\u305d\u308c\u306b\u5bfe\u3059\u308b\u8fd4\u7b54\u3068\u3057\u3066\uff0c\u524d\u8005\u306e\u7d30\u80de\u5883\u754c\u306b\u6ce8\u76ee\u3057\u3066\uff0c\u5f37\u8abf\u30fb\u62bd\u51fa\u3059\u308b\u3088\u3046\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u8ff0\u3079\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u5148\u751f\u304b\u3089\uff0c\u4e21\u65b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u7d71\u5408\u7684\u306b\u884c\u3063\u3066\u3044\u308b\u624b\u6cd5\u3082\u3042\u308b\u3068\u306e\u52a9\u8a00\u3092\u9802\u3044\u305f\u306e\u3067\uff0c\u78ba\u8a8d\u3057\u3088\u3046\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n&nbsp;<\/p>\n<ul>\n<li>\u611f\u60f3<\/li>\n<\/ul>\n<p>\u4eca\u5e74\u5ea6\u306eJAMIT\u306f\uff0cCT\u3084MR\u306a\u3069\u306e\uff13D\u753b\u50cf\u3092\u7528\u3044\u305f\u7814\u7a76\u304c\u591a\u304f\uff0c\u3069\u306e\u7814\u7a76\u5ba4\u3067\u3082\u3059\u3054\u304f\u96e3\u3057\u3044\u3053\u3068\u3092\u3057\u3066\u3044\u308b\u306a\u3068\u3044\u3046\u5370\u8c61\u3067\u3057\u305f\uff0e\u307e\u305f\uff0c\u8457\u540d\u306a\u753b\u50cf\u51e6\u7406\u306e\u5148\u751f\u3084\uff0c\u533b\u5e2b\u306e\u65b9\u304c\u3044\u3089\u3063\u3057\u3083\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3092\u3057\u3066\u3044\u305f\u90a3\u667a\u5148\u8f29\uff0c\u90e1\u3055\u3093\u306f\u304a\u8a71\u3057\u3057\u3066\u3044\u307e\u3057\u305f\u304c\uff0c\u79c1\u306f\u4e00\u5207\u304a\u8a71\u3057\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305a\u5c11\u3057\u6b8b\u5ff5\u306b\u601d\u3044\u307e\u3057\u305f\uff0e\u3053\u306e\u3088\u3046\u306a\u70b9\u3067\u521d\u3081\u3066\u306e\u5b66\u5916\u5b66\u4f1a\u306f\u6094\u3044\u304c\u5c11\u3005\u6b8b\u308b\u3082\u306e\u3068\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\uff0e<br \/>\n\u3057\u304b\u3057\uff0c\u7570\u306a\u308b\u7814\u7a76\u5206\u91ce\u306b\u304a\u3044\u3066\u3082\u5b9a\u91cf\u7684\u306a\u8a55\u4fa1\u3084ROI\u306e\u5f37\u8abf\u304c\u76ee\u7684\u3068\u3055\u308c\u3066\u304a\u308a\uff0c\u305d\u306e\u624b\u6cd5\u306b\u95a2\u3057\u3066\u69d8\u3005\u306a\u3053\u3068\u3092\u5438\u53ce\u3067\u304d\u305f\u3068\u601d\u3044\u307e\u3059\uff0e\u4e2d\u3067\u3082\uff0cMTANN\u3068\u3044\u3046\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u8fd1\u3044\u624b\u6cd5\u3084\uff0cBoTW\uff0cBoVW\u306f\u5185\u8996\u93e1\u753b\u50cf\u304b\u3089\u306e\u65b0\u3057\u3044\u7279\u5fb4\u91cf\u62bd\u51fa\u306b\u6709\u52b9\u3067\u306f\u306a\u3044\u304b\u3068\u8003\u3048\uff0c\u662f\u975e\u691c\u8a0e\u3057\u3066\u307f\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\uff0e<\/p>\n<ol>\n<li>\u8074\u8b1b<\/li>\n<\/ol>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e\uff13\u4ef6\u306e\u767a\u8868\u3092\u8074\u8b1b\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000Imaged-Bsed Neural Netwoks\u306e\u533b\u7528\u753b\u50cf\u51e6\u7406\u30fb\u8a8d\u8b58\u5fdc\u7528\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u9234\u6728\u8ce2\u6cbb\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0Abstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u8fd1\u5e74\uff0c\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u3084\u6df1\u5c64\u5b66\u7fd2\u3068\u3044\u3063\u305f\uff0c\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u304c\u5927\u3044\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\uff0e\u672c\u8b1b\u3067\u306f\uff0c\u79c1\u306e\u30e9\u30dc\u306720\u5e74\u4ee5\u4e0a\u7d9a\u3051\u3066\u3044\u308b\uff0c\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u306e\u533b\u7528\u753b\u50cf\u51e6\u7406\u30fb\u8a8d\u8b58\u3078\u306e\u5b9f\u8df5\u7684\u5fdc\u7528\u3092\u7d39\u4ecb\u3059\u308b\uff0e\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u306b\u3088\u308c\u3070\uff0c\u9818\u57df\u5206\u5272\u3084\u7279\u5fb4\u91cf\u62bd\u51fa\u3059\u308b\u3053\u3068\u306a\u304f\uff0c\u533b\u7528\u753b\u50cf\u304b\u3089\u306e\u75c5\u5de3\u306e\u691c\u51fa\u3084\u5224\u5225\u3092\uff0c\u6975\u3081\u3066\u9ad8\u3044\u6b63\u78ba\u5ea6\u3067\u884c\u3048\u308b\uff0e\u307e\u305f\uff0c\u80f8\u90e8\u753b\u50cf\u306b\u304a\u3051\u308b\u808b\u9aa8\u3068\u8edf\u7d44\u7e54\u306e\u5206\u96e2\u3084CT\u753b\u50cf\u306e\u88ab\u66dd\u7dda\u91cf\u4f4e\u6e1b\u306a\u3069\uff0c\u533b\u7528\u753b\u50cf\u51e6\u7406\u3078\u306e\u5fdc\u7528\u3068\u305d\u306e\u5546\u54c1\u5316\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3059\u308b\uff0c\u66f4\u306b\u306f\uff0c\u6df1\u5c64\u5b66\u7fd2\u3068\u306e\u5bc6\u63a5\u306a\u95a2\u4fc2\u306b\u3064\u3044\u3066\u3082\u89e6\u308c\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u767a\u8868\u5185\u5bb9\u306f\u4e3b\u306b\uff0cMassive-training artificial NN (MTANN)\u3000\u3068CNN\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u89e6\u308c\uff0c\u753b\u50cf\u51e6\u7406\u306b\u304a\u3044\u3066\u306fMTANN\u306e\u65b9\u304c\u6709\u7528\u3067\u3042\u308b\u3053\u3068\u3092\u767a\u8868\u3057\u3066\u3044\u307e\u3057\u305f\uff0e<br \/>\nMTANN\u306f\uff0c\u753b\u50cf\u3054\u3068\u306e\u7279\u5fb4\u91cf\u3092\u5b66\u7fd2\u3059\u308b\u306e\u3067\u306f\u306a\u304f\uff0c\u753b\u50cf\u3092\u30d1\u30c3\u30c1\u5206\u5272\u3057\uff0c\u305d\u308c\u3092ROI\u5354\u8abf\u7528\u30d5\u30a3\u30eb\u30bf\u306e\u5b66\u7fd2\u306b\u7528\u3044\u307e\u3059\uff0e\u3053\u308c\u304cCNN\u3068\u306e\u4e00\u756a\u5927\u304d\u306a\u9055\u3044\u3067\u3042\u308a\uff0c\u75c5\u5909\u306e\u62bd\u51fa\u3084\u5354\u8abf\u306b\u304a\u3044\u3066\u306fCNN\u3088\u308a\u3082\u5b66\u7fd2\u901f\u5ea6\u304c\u901f\u304f\uff0c\u6b63\u78ba\u306a\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3068\u306e\u3053\u3068\u3067\u3057\u305f\uff0e\u8b1b\u6f14\u4e2d\u306b\u306f\u5b9f\u4f8b\u3068\u3057\u3066\uff0c\u80ba\u7d50\u7bc0\u304c\u3042\u3052\u3089\u308c\u3066\u3044\u307e\u3057\u305f\uff0eMTANN\u3092\u7528\u3044\u3066\u80ba\u7d50\u7bc0\u3092\u5f37\u8abf\u3055\u305b\uff0c\u80ba\u8840\u7ba1\u3092\u6e1b\u5f31\u3059\u308b\u3053\u3068\u3067\u8996\u8a8d\u6027\u304c\u5411\u4e0a\u3057\u305f\u3068\u3044\u3046\u5831\u544a\u304c\u6210\u3055\u308c\uff0c\u65e2\u5b58\u306e\u30d5\u30a3\u30eb\u30bf\u51e6\u7406\u3088\u308a\u3082\u305d\u308c\u304c\u826f\u597d\u306a\u7d50\u679c\u3092\u793a\u3059\u3053\u3068\u306f\u4e00\u76ee\u3067\u5224\u65ad\u304c\u3067\u304d\u308b\u307b\u3069\u3067\u3057\u305f\uff0e<br \/>\n\u3053\u306eMTANN\u306f\uff0c\u79c1\u306e\u7814\u7a76\u30c6\u30fc\u30de\u3067\u3042\u308b\u80c3\u304c\u3093\u306e\u5354\u8abf\u3084\uff0c\u9032\u5c55\u7bc4\u56f2\u306e\u8a3a\u65ad\u306b\u304a\u3044\u3066\uff0c\u764c\u3067\u3042\u308b\u90e8\u4f4d\u306e\u5354\u8abf\u304c\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u8003\u3048\uff0c\u4eca\u5f8c\u3055\u3089\u306b\u8abf\u67fb\u3092\u3057\u3066\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3057\u305f\uff0e\u3055\u3089\u306b\uff0c\u753b\u50cf\u3054\u3068\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6c7a\u3081\u308b\u306e\u3067\u306f\u306a\u304f\uff0c\u81ea\u52d5\u3067\u8abf\u7bc0\u3055\u308c\u308b\u3053\u3068\u3082\u3053\u306e\u6280\u8853\u306e\u7d20\u6674\u3089\u3057\u3044\u70b9\u3067\u3042\u308a\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u30d2\u30c8\u306e\u6210\u9577\u306b\u3088\u308b\u5185\u90e8\u69cb\u9020\u306e\u9577\u671f\u9593\u306b\u308f\u305f\u308b\u5909\u5316\u3092\u53ef\u8996\u5316\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u670d\u90e8\u9ebb\u6728\uff0c\u9234\u6728\u76f4\u6a39\uff0c\u4e2d\u7530\u4eae\u8f14\uff0c\u5c0f\u5e61\u8061\uff0c\u795e\u4fdd\u6559\u5e83\uff0c\u5b97\u5d0e\u826f\u592a\uff0c\u8d64\u661f\u670b\u6bd4\u53e4\uff0c\u7530\u53e3\u667a\u7ae0\uff0c\u5bb6\u5165\u91cc\u5fd7\uff0c\u6a4b\u722a\u8aa0\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u533b\u7528\u753b\u50cf\u51e6\u7406<br \/>\nAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u308f\u308c\u308f\u308c\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u3067\u306f\uff0c\u30d2\u30c8\u306e\u56db\u6b21\u5143\u73fe\u8c61\u306e\u4e2d\u3067\u3082\u6b69\u884c\u3084\u5fc3\u62cd\u52d5\u3068\u3044\u3063\u305f\u77ed\u3044\u6642\u9593\u306b\u751f\u3058\u308b\u5185\u90e8\u69cb\u9020\u306e\u5909\u5316\u3092\u53ef\u8996\u5316\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u7814\u7a76\u958b\u767a\u3092\u7d99\u7d9a\u3057\u3066\u884c\u306a\u3063\u3066\u304a\u308a\uff0c\u3053\u308c\u307e\u3067\u306b\u672c\u5927\u4f1a\u3067\u3082\u5831\u544a\u3092\u884c\u306a\u3063\u3066\u304d\u305f\uff0e\u3053\u308c\u3089\u306e\u56db\u6b21\u5143\u73fe\u8c61\u3088\u308a\u3082\u9577\u3044\u6642\u9593\u306e\u30ec\u30f3\u30b8\u3067\u751f\u3058\u308b\u5909\u5316\uff0c\u30d2\u30c8\u306e\u6210\u9577\u3084\u6cbb\u7642\u3057\u305f\u90e8\u4f4d\u306e\u5909\u5316\u3092\u53ef\u8996\u5316\u3057\u89e3\u6790\u3059\u308b\u3053\u3068\u306f\uff0c\u8a3a\u65ad\u3084\u6cbb\u7642\uff0c\u305d\u3057\u3066\u5c06\u6765\u306e\u4e88\u6e2c\u306a\u3069\u306b\u6709\u7528\u3067\u3042\u308b\u3068\u8003\u3048\u308b\uff0e\u4eca\u56de\uff0c\u7279\u306b\u5927\u304d\u306a\u5909\u5316\u304c\u751f\u3058\u308b\u5c0f\u5150\u306e\u6210\u9577\u3092\u5bfe\u8c61\u3068\u3057\uff0c5 \u5e74\u307b\u3069\u306e\u9593\u306b\u8907\u6570\u56de\u64ae\u5f71\u3055\u308c\u305f\uff38\u7ddaCT \u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\uff0c\u9577\u3044\u6642\u9593\u306e\u9593\u306b\u3069\u306e\u3088\u3046\u306b\u5185\u90e8\u69cb\u9020\u304c\u5909\u5316\u3057\u3066\u3044\u304f\u306e\u304b\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u8868\u793a\u624b\u6cd5\u306e\u958b\u767a\u3092\u884c\u306a\u3063\u305f\uff0e\u672c\u767a\u8868\u3067\u306f\uff0c\u751f\u4f53\u809d\u79fb\u690d\u3084\u5148\u5929\u6027\u6a2a\u9694\u819c\u30d8\u30eb\u30cb\u30a2\u6cbb\u7642\u5f8c\u306e\u5c0f\u5150\u306e\u6570\u5e74\u9593\u306b\u308f\u305f\u308bX \u7ddaCT \u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u7d50\u679c\u306b\u3064\u3044\u3066\u5831\u544a\u3059\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u8b1b\u6f14\u3067\u306f\uff0c\u5b9f\u4f8b\u3068\u3057\u3066\u5c0f\u5150CT\u753b\u50cf(9\u304b\u6708\u30682\u5e74)\u306e3D\u753b\u50cf\u3092\uff0c\u305d\u308c\u305e\u308c\u9818\u57df\u5206\u5272\u3057\uff0c\u5bfe\u5fdc\u3059\u308b\u30dc\u30af\u30bb\u30eb\u3092\u7dda\u5f62\u3067\u3064\u306a\u3050\u3053\u3068\u3067\uff0c\u305d\u306e\u9593\u306e\u6210\u9577\u3092\u63a8\u5b9a\u3057\uff0c\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u3057\u3066\u3044\u307e\u3057\u305f\uff0e\u3053\u306e\u7814\u7a76\u306b\u3088\u308b\u6700\u5927\u306e\u5229\u76ca\u306f\uff0c\u624b\u8853\u4e88\u5f8c\u3092\u89b3\u5bdf\u3059\u308b\u969b\u306b\uff0c\u3069\u308c\u3060\u3051\u306e\u6cbb\u7642\u52b9\u679c\u304c\u307f\u3089\u308c\u305f\u304b\u3092\u6642\u9593\u7d4c\u904e\u3068\u3068\u3082\u306b\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3067\u3059\uff0e\u307e\u305f\uff0c\u3053\u306e\u7814\u7a76\u304c\u6a19\u6e96\u7684\u306a\u691c\u67fb\u3068\u306a\u308c\u3070\uff0c\u3053\u306e\u7d4c\u904e\u89b3\u5bdf\u3092\u5065\u5e38\u8005\u306b\u5bfe\u3057\u3066\u884c\u3044\uff0c\u75c5\u6c17\u306e\u767a\u75c7\u30e1\u30ab\u30cb\u30ba\u30e0\u306e\u89e3\u660e\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u3082\u671f\u5f85\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1aRadiogenomics\u306b\u3088\u308b\u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u65e9\u671f\u691c\u51fa\u306e\u305f\u3081\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u652f\u63f4\u8a3a\u65ad\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u7532\u6590 \u5343\u9065\uff0c \u5185\u5c71 \u826f\u4e00\uff0c \u767d\u77f3\u3000\u9806\u4e8c\uff0c \u85e4\u7530 \u5e83\u5fd7\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u8a3a\u65ad\u652f\u63f4Abstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30dd\u30b9\u30c8\u30b2\u30ce\u30e0\u6642\u4ee3\u306b\u5165\u308a\uff0cImaging Phenotype\u3092\u4e2d\u6b62\u306b\u306b\u9032\u3081\u3089\u308c\u3066\u304d\u305f\u653e\u5c04\u7dda\u533b\u5b66\u306e\u7814\u7a76\u306b\uff0c Genotype\u306e\u65b0\u3057\u3044\u8996\u70b9\u3092\u52a0\u3048\u308bRadiogenomics\u3068\u547c\u3076\u65b0\u3057\u3044\u7814\u7a76\u9818\u57df\u304c\u5f62\u6210\u3055\u308c\u3064\u3064\u3042\u308b\uff0e\u672c\u7814\u7a76\u306e\u76ee\u7684\u306f\uff0c\u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u95a2\u9023\u907a\u4f1d\u5b50APOE\u03b54\u3068\u8133\u5f62\u614b\u5909\u5316\u306e\u95a2\u4fc2\u3092\u5206\u6790\u3057\uff0c\u500b\u5225\u5316\u533b\u7642\u3092\u652f\u63f4\u3059\u308bCAD\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u3067\u3042\u308b\uff0e\u307e\u305a\uff0cSPM\u3092\u4f7f\u7528\u3057\u30663\u6b21\u5143\u8133MR\u753b\u50cf\u306e\u89e3\u5256\u7684\u6a19\u6e96\u5316\u3092\u884c\u3044\uff0c\u8907\u6570\u306e\u89e3\u5256\u5b66\u7684\u9818\u57df\u306b\u95a2\u5fc3\u9818\u57df\u3092\u8a2d\u5b9a\u3057\u305f\uff0e\u3064\u304e\u306b\uff0c\u5404\u95a2\u5fc3\u9818\u57df\u3067\u6b63\u5e38\u6a19\u6e96\u8133\u304b\u3089\u306e\u5909\u5316\u3092\u6c42\u3081\u3066\uff0c\u840e\u7e2e\u306e\u7a0b\u5ea6\u306b\u95a2\u3059\u308b\u753b\u50cf\u7279\u5fb4\u91cf\u3092\u8a08\u7b97\u3057\uff0cAPOE\u03b54\u3068\u306e\u95a2\u4fc2\u6027\u3092\u8abf\u3079\u305f\uff0e\u5b9f\u9a13\u306e\u7d50\u679c\uff0cAPOE\u03b54\u306e\u6709\u7121\u306b\u3088\u3063\u3066\u8133\u840e\u7e2e\u306e\u90e8\u4f4d\u306b\u9055\u3044\u304c\u3042\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\uff0e\u907a\u4f1d\u5b50\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u7570\u306a\u308b\u90e8\u4f4d\u306e\u840e\u7e2e\u306e\u7a0b\u5ea6\u3092\u5b9a\u91cf\u8a55\u4fa1\u3057\uff0c\u533b\u5e2b\u306b\u5ba2\u89b3\u7684\u306a\u5224\u65ad\u6750\u6599\u3092\u63d0\u4f9b\u3059\u308b\uff0e\u500b\u5225\u5316\u533b\u7642\u3092\u652f\u63f4\u3059\u308b\u6b21\u4e16\u4ee3\u578b\u306eCAD\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u304c\u671f\u5f85\u3067\u304d\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u591a\u304f\u306e\u75c5\u6c17\u306f\uff0c\u907a\u4f1d\u7684\u8981\u56e0\u306b\u74b0\u5883\u7684\u8981\u56e0\u304c\u52a0\u308f\u308b\u3053\u3068\u3067\u767a\u75c7\u3057\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u73fe\u5728\u884c\u308f\u308c\u3066\u3044\u308b\u7814\u7a76\u306f\u5e74\u9f62\u3084\u55ab\u7159\u6b74\u3068\u3044\u3063\u305f\u74b0\u5883\u56e0\u5b50\u3084\u753b\u50cf\u306a\u3069\u306e\u8a3a\u65ad\u6750\u6599\u3092\u57fa\u306b\u8a3a\u65ad\u652f\u63f4\u3092\u884c\u3063\u3066\u304d\u307e\u3057\u305f\uff0e\u305d\u3053\u3067\uff0c\u3053\u306e\u7814\u7a76\u306f\u907a\u4f1d\u5b50\u3068\u3044\u3046\u65b0\u3057\u3044\u8996\u70b9\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\uff0c\u500b\u5225\u5316\u533b\u7642\u306b\u5bfe\u5fdc\u3059\u308b\u6b21\u4e16\u4ee3\u578bCAD\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3057\u3088\u3046\u3068\u3059\u308b\u3082\u306e\u3067\u3059\uff0e\u3053\u306e\u3088\u3046\u306a\u7814\u7a76\u5185\u5bb9\u306f\uff0c\u6d77\u5916\u3067\u591a\u304f\u7814\u7a76\u304c\u306a\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u304c\uff0c\u65e5\u672c\u3067\u306f\u307b\u307c\u7814\u7a76\u8005\u304c\u304a\u3089\u305a\uff0c\u5b9f\u306b\u6b21\u4e16\u4ee3\u578b\u306eCAD\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u3075\u3055\u308f\u3057\u3044\u3068\u601d\u3044\u307e\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u7814\u7a76\u5185\u5bb9\u304c\u78ba\u7acb\u3055\u308c\u308c\u3070\uff0c\u4eba\u306f\u907a\u4f1d\u5b50\u306b\u3088\u3063\u3066\u306a\u308a\u3084\u3059\u3044\u75c5\u6c17\uff0c\u306a\u308a\u306b\u304f\u3044\u75c5\u6c17\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff0e\u305d\u308c\u306b\u3088\u3063\u3066\u74b0\u5883\u7684\u8981\u56e0(\u751f\u6d3b\u7fd2\u6163\u7b49)\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u4e88\u9632\u304c\u3067\u304d\u308b\u6642\u4ee3\u304c\u6765\u308b\u3068\u8003\u3048\u307e\u3057\u305f\uff0e\u3055\u3089\u306b\u306f\uff0c\u907a\u4f1d\u5b50\u64cd\u4f5c\u306b\u3088\u3063\u3066\uff0c\u7279\u5b9a\u306e\u75c5\u6c17\u304c\u5b58\u5728\u3057\u306a\u304f\u306a\u308b\u3068\u3082\u8003\u3048\u3089\u308c\u307e\u3057\u305f\uff0e<br \/>\n\u307e\u305f\uff0c\u3053\u306e\u767a\u8868\u8005\u306e\u5b66\u751f\u306f\uff0c\u767a\u8868\u306e\u4ed5\u65b9\u3084\u53d7\u3051\u7b54\u3048\u306b\u7121\u99c4\u304c\u306a\u304f\u898b\u7fd2\u3044\u305f\u304f\u601d\u3044\uff0c\u3068\u3066\u3082\u5370\u8c61\u306b\u6b8b\u3063\u3066\u3044\u307e\u3059\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u5b66\u4f1a\u53c2\u52a0\u5831\u544a\u66f8<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"147\"><strong>\u00a0<\/strong><strong>\u5831\u544a\u8005\u6c0f\u540d<\/strong><\/td>\n<td width=\"373\">\u5ca1\u7530\u96c4\u6597<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">\u80c3\u90e8NBI\u5185\u8996\u93e1\u753b\u50cf\u306b\u304a\u3051\u308b\u30c6\u30af\u30b9\u30c1\u30e3\u89e3\u6790\u3092\u7528\u3044\u305f\u753b\u50cf\u51e6\u7406\u306b\u3088\u308b\u75c5\u5909\u90e8\u4f4d\u306e\u691c\u51fa\u65b9\u6cd5\uff5e\u8272\u60c5\u5831\u306e\u5229\u7528\u306e\u691c\u8a0e\uff5e<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u82f1\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">The Lesion Detecting Method of Stomach on Narrow Band Endoscopy Image using Texture Analysis ~The Analysis of Using Color Information~<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u5ca1\u7530\u96c4\u6597\uff0c\u5e02\u5ddd\u5bdb\uff0c\u516b\u6728\u4fe1\u660e\uff0c\u65e5\u548c\u609f\uff0c\u5ee3\u5b89\u77e5\u4e4b<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4e3b\u50ac<\/strong><\/td>\n<td width=\"373\">\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8b1b\u6f14\u4f1a\u540d<\/strong><\/td>\n<td width=\"373\">\u7b2c53\u56de\u65e5\u672c\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08JAMIT2016\uff09<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4f1a\u5834<\/strong><\/td>\n<td width=\"373\">\u5343\u8449\u5927\u5b66\u897f\u5343\u8449\u30ad\u30e3\u30f3\u30d1\u30b9\u3051\u3084\u304d\u4f1a\u9928<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2016\/07\/21-2016\/07\/23<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u8b1b\u6f14\u4f1a\u306e\u8a73\u7d30<\/li>\n<\/ol>\n<p>2016\/07\/21\u304b\u30892016\/07\/23\u306b\u304b\u3051\u3066\uff0c\u5343\u8449\u5927\u5b66\u897f\u5343\u8449\u30ad\u30e3\u30f3\u30d1\u30b9\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305fJAMIT2016\uff08http:\/\/jamit2016.jamit.jp\/index.html\uff09\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u3053\u306e\u5b66\u4f1a\u306f\uff0c\u533b\u7528\u753b\u50cf\u3084\u533b\u7528\u753b\u50cf\u51e6\u7406\u3092\u4e2d\u5fc3\u30c6\u30fc\u30de\u3068\u3057\u3066\uff0c\u753b\u50cf\u8a3a\u65ad\u533b\u3084\u5185\u79d1\u7cfb\uff0c\u5916\u79d1\u7cfb\u533b\u5e2b\uff0c\u653e\u5c04\u7dda\u6280\u5e2b\uff0e\u3055\u3089\u306b\u533b\u7528\u753b\u50cf\u3092\u7814\u7a76\u30c6\u30fc\u30de\u3068\u3059\u308b\u5de5\u5b66\u7cfb\uff0c\u60c5\u5831\u7cfb\u5b66\u79d1\u306e\u7814\u7a76\u8005\uff0c\u533b\u7528\u753b\u50cf\u306b\u95a2\u9023\u3057\u305f\u4f01\u696d\u306e\u65b9\u3005\u306a\u3069\u304c\u96c6\u3046\u5b66\u4f1a\u3067\u3059\uff0e<br \/>\n\u79c1\u306f\u5168\u65e5\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u4ed6\u306b\u6a2a\u5185\u5148\u751f\uff0c\u7530\u4e2d\u90a3\u667a\uff0c\u77f3\u7530\u76f4\u4e5f\uff0c\u90e1\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u7814\u7a76\u767a\u8868\n<ul>\n<li>\u767a\u8868\u6982\u8981<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u79c1\u306f23\u65e5\u306e\u5348\u524d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u300c\u533b\u7528\u753b\u50cf\u51e6\u7406\u300d\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u306e\u5f62\u5f0f\u306f\u53e3\u982d\u767a\u8868\u3067\uff0c8\u5206\u306e\u8b1b\u6f14\u6642\u9593\u30684\u5206\u306e\u8cea\u7591\u5fdc\u7b54\u6642\u9593\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u4ee5\u4e0b\u306b\u6284\u9332\u3092\u8a18\u8f09\u81f4\u3057\u307e\u3059\uff0e<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u6211\u3005\u306e\u30b0\u30eb\u30fc\u30d7\u306fNarrow Band Imaging\uff08NBI\uff09\u5185\u8996\u93e1\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u305f\u80c3\u90e8\u753b\u50cf\u306b\u304a\u3044\u3066\uff0c\u65e9\u671f\u80c3\u304c\u3093\u306e\u9032\u5c55\u7bc4\u56f2\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\uff0c\u540c\u6642\u751f\u8d77\u884c\u5217\u3068\u30e9\u30f3\u30ec\u30f3\u30b0\u30b9\u884c\u5217\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u7279\u5fb4\u91cf\u3092\u7528\u3044\u3066\u89e3\u6790\u3059\u308b\u624b\u6cd5\u306e\u63d0\u6848\u3092\u884c\u3063\u305f\uff0e\u672c\u7a3f\u3067\u306f\uff0c\u3053\u308c\u307e\u3067\u5165\u529b\u753b\u50cf\u3092\u30b0\u30ec\u30fc\u30b9\u30b1\u30fc\u30eb\u306b\u5909\u63db\u3057\u3066\uff0c\u7279\u5fb4\u91cf\u3092\u6c42\u3081\u3066\u3044\u305f\u306e\u306b\u5bfe\u3057\u3066\uff0c\u30d2\u30c8\u306e\u8996\u899a\u51e6\u7406\u306b\u8fd1\u4f3c\u3057\u305f\u8272\u7a7a\u9593\u3067\u3042\u308bHSV\uff0cHLS\uff0cYCrCb\uff0cLab\u306e4\u3064\u306e\u8272\u7a7a\u9593\u306e\u8272\u60c5\u5831\u306b\u304a\u3044\u3066\u7279\u5fb4\u91cf\u3092\u7b97\u51fa\u3057\u305f\uff0e\u307e\u305f\uff0c\u5f93\u6765\u306e\u624b\u6cd5\u3067\u306f\u7279\u5fb4\u91cf\u3092\u57fa\u306b\u4f5c\u6210\u3057\u305f\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u76ee\u8996\u3059\u308b\u3053\u3068\u3067\u75c5\u5909\u90e8\u4f4d\u306e\u691c\u51fa\u3092\u884c\u3063\u3066\u304a\u308a\uff0c\u691c\u51fa\u7cbe\u5ea6\u306e\u691c\u8a0e\u3092\u884c\u3063\u3066\u3044\u306a\u304b\u3063\u305f\uff0e\u305d\u306e\u305f\u3081\uff0cSupport Vector Machine\uff08SVM\uff09\u3092\u7528\u3044\u305f\u8b58\u5225\u3092\u884c\u3044\uff0c\u75c5\u5909\u90e8\u4f4d\u3068\u6b63\u5e38\u90e8\u4f4d\u306e\u95be\u5024\u3092\u6c42\u3081\u308b\u3053\u3068\u3067\uff0c\u691c\u51fa\u7cbe\u5ea6\u3092\u7b97\u51fa\u3057\u691c\u8a0e\u3092\u884c\u3063\u305f\uff0e\u305d\u306e\u7d50\u679c\uff0c\u80c3\u304c\u3093\u306e\u75c5\u5909\u90e8\u4f4d\u3092\u691c\u51fa\u3059\u308b\u624b\u6cd5\u306b\u304a\u3044\u3066\uff0c\u8272\u76f8\u60c5\u5831\u304c\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u305f\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<ul>\n<li>\u8cea\u7591\u5fdc\u7b54<\/li>\n<\/ul>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u767a\u8868\u3067\u306f\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8cea\u7591\u3092\u53d7\u3051\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb91<\/strong><br \/>\n\u8cea\u554f\u8005\u306e\u6c0f\u540d\u3092\u63a7\u3048\u640d\u306d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\uff0e\u3053\u3061\u3089\u306e\u8cea\u554f\u3067\u3059\u304c\uff0c\u3053\u308c\u307e\u3067\u9577\u3044\u9593\u5185\u8996\u93e1\u753b\u50cf\u3092\u7528\u3044\u305f\u68d2\u7de8\u90e8\u4f4d\u306e\u691c\u51fa\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u304c\u305d\u308c\u3092\u307e\u3068\u3081\uff0c\u6bd4\u8f03\u3057\u305f\u3082\u306e\u304c\u306a\u3044\u305f\u3081\uff0c\u662f\u975e\u3068\u3082\u307e\u3068\u3081\u3092\u4f5c\u6210\u3057\u3066\u307b\u3057\u3044\u3068\u306e\u611f\u60f3\u3092\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\uff0c\u4eca\u5f8c\u5f93\u6765\u306e\u624b\u6cd5\u3068\u306e\u6bd4\u8f03\u3092\u884c\u3046\u4e0a\u3067\uff0c\u81ea\u5206\u3067\u307e\u3068\u3081\u3092\u884c\u3063\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308b\u3068\u601d\u3046\u305f\u3081\uff0c\u3067\u304d\u308c\u3070\u4f5c\u6210\u3057\u3066\u3044\u304d\u305f\u3044\uff0c\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ul>\n<li>\u611f\u60f3<\/li>\n<\/ul>\n<p>\u4eca\u56de\u521d\u3081\u3066\u306e\u53e3\u982d\u767a\u8868\u3067\u3057\u305f\uff0e\u306f\u3058\u3081\u306f\u304b\u306a\u308a\u7dca\u5f35\u3057\u3066\u3057\u307e\u3044\u4f55\u5ea6\u304b\u304b\u3093\u3067\u3057\u307e\u3044\u307e\u3057\u305f\u304c\uff0c\u5f8c\u534a\u306e\u7d50\u679c\u3084\u8003\u5bdf\u3067\u306f\u843d\u3061\u7740\u3044\u3066\u767a\u8868\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3044\u3044\u7d4c\u9a13\u3068\u306a\u308a\u307e\u3057\u305f\uff0e\u305f\u3060\u4eca\u56de\u306f\u5185\u8996\u93e1\u95a2\u9023\u306e\u7814\u7a76\u3092\u884c\u3063\u3066\u3044\u308b\u65b9\u304c\u5c11\u306a\u304b\u3063\u305f\u306e\u304b\u3042\u307e\u308a\u8cea\u554f\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u304b\u3063\u305f\u305f\u3081\uff0c\u305d\u306e\u70b9\u306b\u95a2\u3057\u3066\u306f\u6b8b\u5ff5\u3067\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u8074\u8b1b<\/li>\n<\/ol>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e3\u4ef6\u306e\u767a\u8868\u3092\u8074\u8b1b\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000Image-based Neural Networks\u306e\u533b\u7528\u753b\u50cf\u51e6\u7406\u30fb\u8a8d\u8b58\u5fdc\u7528\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000\u9234\u6728\u3000\u8ce2\u6cbb\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3000\uff0d\u305d\u306e\u57fa\u790e\u3068\u533b\u7528\u753b\u50cf\u5fdc\u7528\uff0d<br \/>\nAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000\u8fd1\u5e74\uff0c\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u3084\u6df1\u5c64\u5b66\u7fd2\u3068\u3044\u3063\u305f\uff0c\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u304c\u5927\u3044\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\uff0e\u672c\u8b1b\u3067\u306f\uff0c\u79c1\u306e\u30e9\u30dc\u306720\u5e74\u4ee5\u4e0a\u7d9a\u3051\u3066\u3044\u308b\uff0c\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u306e\u533b\u7528\u753b\u50cf\u51e6\u7406\u30fb\u8a8d\u8b58\u3078\u306e\u5b9f\u8df5\u7684\u5fdc\u7528\u3092\u7d39\u4ecb\u3059\u308b\uff0e\u753b\u50cf\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u306b\u3088\u308c\u3070\uff0c\u9818\u57df\u5206\u5272\u3084\u7279\u5fb4\u91cf\u62bd\u51fa\u3059\u308b\u3053\u3068\u306a\u304f\uff0c\u533b\u7528\u753b\u50cf\u304b\u3089\u306e\u75c5\u5de3\u306e\u691c\u51fa\u3084\u5224\u5225\u3092\uff0c\u6975\u3081\u3066\u9ad8\u3044\u6b63\u78ba\u5ea6\u3067\u884c\u3048\u308b\uff0e\u307e\u305f\uff0c\u80f8\u90e8\u753b\u50cf\u306b\u304a\u3051\u308b\u808b\u9aa8\u3068\u8edf\u7d44\u7e54\u306e\u5206\u96e2\u3084CT\u753b\u50cf\u306e\u88ab\u66dd\u7dda\u91cf\u4f4e\u6e1b\u306a\u3069\uff0c\u533b\u7528\u753b\u50cf\u51e6\u7406\u3078\u306e\u5fdc\u7528\u3068\u305d\u306e\u5546\u54c1\u5316\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3059\u308b\uff0c\u66f4\u306b\u306f\uff0c\u6df1\u5c64\u5b66\u7fd2\u3068\u306e\u5bc6\u63a5\u306a\u95a2\u4fc2\u306b\u3064\u3044\u3066\u3082\u89e6\u308c\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u306fMTANN\u3068\u547c\u3070\u308c\u308b\u6a5f\u68b0\u5b66\u7fd2\u3092\u753b\u50cf\u51e6\u7406\u306b\u7528\u3044\u305f\u7814\u7a76\u3067\u3057\u305f\uff0e\u5f93\u6765\uff0c\u3053\u306e\u5206\u91ce\u3067\u306fCNN\u3068\u547c\u3070\u308c\u308b\u6a5f\u68b0\u5b66\u7fd2\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u304c\uff0cCNN\u306f\u753b\u50cf\u3092\u5165\u529b\u3057\u3066\u3044\u307e\u3057\u305f\uff0e\u305d\u308c\u306b\u5bfe\u3057\u3066\uff0cMTANN\u306f\u753b\u50cf\u3068\u3068\u3082\u306b\u5165\u529b\u753b\u50cf\u306e\u5c0f\u9818\u57df\u3067\u5b66\u7fd2\u3092\u884c\u3044\u51fa\u529b\u753b\u50cf\u306f\uff0c\u5b66\u7fd2\u3057\u305fMTANN\u3067\u5165\u529b\u753b\u50cf\u3092\u8d70\u67fb\u3059\u308b\u3053\u3068\u3067\u5f97\u3089\u308c\u307e\u3059\uff0e\u3053\u308c\u306b\u3088\u308a\uff0c\u5165\u529b\u753b\u50cf\u304b\u3089\u7279\u5fb4\u91cf\u3092\u6c42\u3081\u308b\u3053\u3068\u306a\u304f\uff0cCNN\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3067\u306e\u5b66\u7fd2\u304c\u884c\u3048\u308b\u3068\u306e\u3053\u3068\u3067\uff0c\u3053\u308c\u304b\u3089\u306e\u7814\u7a76\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7528\u3044\u308b\u3068\u304d\u306b\u6709\u7528\u306a\u7d50\u679c\u304c\u51fa\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000Radiogenomics\u306b\u3088\u308b\u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u65e9\u671f\u691c\u51fa\u306e\u305f\u3081\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u652f\u63f4\u8a3a\u65ad\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u7532\u6590 \u5343\u9065\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u8a3a\u65ad\u652f\u63f4<br \/>\nAbstruct\u3000\u3000\uff1a\u30dd\u30b9\u30c8\u30b2\u30ce\u30e0\u6642\u4ee3\u306b\u5165\u308a\uff0cImaging Phenotype\u3092\u4e2d\u5fc3\u306b\u9032\u3081\u3089\u308c\u3066\u304d\u305f\u653e\u5c04\u7dda\u533b\u5b66\u306e\u7814\u7a76\u306b\uff0cGenotype\u306e\u65b0\u3057\u3044\u8996\u70b9\u3092\u52a0\u3048\u308bRadiogenomics\u3068\u547c\u3076\u65b0\u3057\u3044\u7814\u7a76\u9818\u57df\u304c\u5f62\u6210\u3055\u308c\u3064\u3064\u3042\u308b\uff0e\u672c\u7814\u7a76\u306e\u76ee\u7684\u306f\uff0c\u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u95a2\u9023\u907a\u4f1d\u5b50APOE\u03b54\u3068\u8133\u5f62\u614b\u5909\u5316\u306e\u95a2\u4fc2\u3092\u5206\u6790\u3057\uff0c\u500b\u5225\u5316\u533b\u7642\u3092\u652f\u63f4\u3059\u308bCAD\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u3067\u3042\u308b\uff0e\u307e\u305a\uff0cSPM\u3092\u4f7f\u7528\u3057\u30663\u6b21\u5143\u8133MR\u753b\u50cf\u306e\u89e3\u5256\u5b66\u7684\u6a19\u6e96\u5316\u3092\u884c\u3044\uff0c\u8907\u6570\u306e\u89e3\u5256\u5b66\u7684\u9818\u57df\u306b\u95a2\u5fc3\u9818\u57df\u3092\u8a2d\u5b9a\u3057\u305f\uff0e\u3064\u304e\u306b\uff0c\u5404\u95a2\u5fc3\u9818\u57df\u3067\u6b63\u5e38\u6a19\u6e96\u8133\u304b\u3089\u306e\u5909\u5316\u3092\u6c42\u3081\u3066\uff0c\u840e\u7e2e\u306e\u7a0b\u5ea6\u306b\u95a2\u3059\u308b\u753b\u50cf\u7279\u5fb4\u91cf\u3092\u8a08\u7b97\u3057\uff0cAPOE\u03b54\u3068\u306e\u95a2\u4fc2\u6027\u3092\u8abf\u3079\u305f\uff0e\u5b9f\u9a13\u306e\u7d50\u679c\uff0cAPOE\u03b54\u306e\u6709\u7121\u306b\u3088\u3063\u3066\u8133\u840e\u7e2e\u306e\u90e8\u4f4d\u306b\u9055\u3044\u304c\u3042\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\uff0e\u907a\u4f1d\u5b50\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u7570\u306a\u308b\u90e8\u4f4d\u306e\u840e\u7e2e\u306e\u7a0b\u5ea6\u3092\u5b9a\u91cf\u8a55\u4fa1\u3057\uff0c\u533b\u5e2b\u306b\u5ba2\u89b3\u7684\u306a\u5224\u65ad\u6750\u6599\u3092\u63d0\u4f9b\u3059\u308b\uff0c\u500b\u5225\u5316\u533b\u7642\u3092\u652f\u63f4\u3059\u308b\u6b21\u4e16\u4ee3\u578b\u306eCAD\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u304c\u671f\u5f85\u3067\u304d\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u7740\u76ee\u3057\u305f\u306e\u306f\u753b\u50cf\u51e6\u7406\u6280\u8853\u3060\u3051\u3067\u306f\u306a\u304f\u907a\u4f1d\u5b50\u60c5\u5831\u3082\u52a0\u5473\u3057\u3066\u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u306e\u7814\u7a76\u3092\u884c\u304a\u3046\u3068\u3057\u305f\u3068\u3053\u308d\u3067\u3042\u308b\uff0e\u3053\u308c\u306f\u5f93\u6765\u3068\u306f\u7570\u306a\u308a\uff0c\u753b\u50cf\u4ee5\u5916\u306e\u60c5\u5831\u3067\u3042\u308b\u907a\u4f1d\u5b50\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\uff0c\u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u60a3\u8005\u306e\u8133\u6d3b\u52d5\u3068\u907a\u4f1d\u5b50\u60c5\u5831\u306e\u95a2\u9023\u3092\u8abf\u3079\u3088\u3046\u3068\u3057\u3066\u304a\u308a\uff0c\u69d8\u3005\u306a\u89b3\u70b9\u304b\u3089\u4e88\u9632\u3084\u6cbb\u7642\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3000Computer-Aided Treatment Strategy\uff08CATS\uff09\u306b\u3088\u308b\u8133\u816b\u760d\u60a3\u8005\u306e\u4e88\u5f8c\u4e88\u6e2c\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u8107\u5c71 \u601c\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u8a3a\u65ad\u652f\u63f4<br \/>\nAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u652f\u63f4\u8a3a\u65ad\u306e\u6280\u8853\u306f\uff0c\u75c5\u5909\u306e\u5b58\u5728\u8a3a\u65ad\u3084\u9451\u5225\u8a3a\u65ad\u306e\u652f\u63f4\u3092\u76ee\u7684\u3068\u3057\u305f\u958b\u767a\u304c\u884c\u308f\u308c\u3066\u304a\u308a\uff0c\u3053\u308c\u3092\u60a3\u8005\u306e\u4e88\u5f8c\u4e88\u6e2c\u306b\u5fdc\u7528\u3057\u305f\u7814\u7a76\u306f\u5c11\u306a\u3044\uff0e\u672c\u7814\u7a76\u306e\u76ee\u7684\u306f\uff0c\u8133\u816b\u760d\u60a3\u8005\u306e\u4e88\u5f8c\u4e88\u6e2c\u3092\u884c\u3044\uff0c\u6cbb\u7642\u8a08\u753b\u306e\u652f\u63f4\u3092\u3059\u308bComputer-Aided Treatment Strategy\uff08CATS\uff09\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u3067\u3042\u308b\uff0e\u672c\u7814\u7a76\u3067\u306f\uff0c79\u540d\u306e\u30c6\u30f3\u30c8\u4e0a\u60aa\u6027\u661f\u7d30\u80de\u816b\u306e\u60a3\u8005\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u5b9f\u9a13\u3092\u884c\u3063\u305f\uff0e\u3053\u308c\u3089\u306b\u306f\uff0c\u81e8\u5e8a\u6240\u898b\uff0c\u753b\u50cf\u6240\u898b\uff0c\u751f\u5b58\u6642\u9593\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u308b\uff0e\u672c\u7814\u7a76\u3067\u306f\uff0c\u30b3\u30c3\u30af\u30b9\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u88ab\u9a13\u8005\u306e\u751f\u5b58\u95a2\u6570\u3092\u63a8\u5b9a\u3057\uff0c\u305d\u306e\u7cbe\u5ea6\u8a55\u4fa1\u3092\u884c\u3063\u305f\uff0e\u307e\u305f\uff0cCATS\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u6700\u7d42\u7684\u306a\u751f\u5b58\u95a2\u6570\u3092\u51fa\u529b\u3057\u305f\u306e\u304b\u533b\u5e2b\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306bNomogram\u3092\u4f5c\u6210\u3057\u305f\uff0eCATS\u306f\uff0c\u60a3\u8005\u306e\u4e88\u5f8c\u306b\u95a2\u3059\u308b\u5ba2\u89b3\u7684\u306a\u60c5\u5831\u3092\u533b\u5e2b\u306b\u63d0\u4f9b\u3059\u308b\u305f\u3081\uff0c\u8133\u816b\u760d\u60a3\u8005\u306e\u6cbb\u7642\u8a08\u753b\u306e\u652f\u63f4\u306b\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u7740\u76ee\u3057\u305f\u306e\u306f\u4e88\u5f8c\u4e88\u6e2c\u3082\u4e00\u7dd2\u306b\u884c\u3046\u3053\u3068\u3067\u60a3\u8005\u306b\u3088\u308a\u3044\u3044\u74b0\u5883\u3092\u4e0e\u3048\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3042\u308b\uff0e\u5f93\u6765\u306eCAD\u30b7\u30b9\u30c6\u30e0\u3067\u306f\uff0c\u305d\u306e\u5834\u3067\u306e\u8a3a\u65ad\u652f\u63f4\u3057\u304b\u3057\u3066\u3044\u306a\u3044\u304c\uff0c\u305d\u3053\u306b\u305d\u306e\u5f8c\u306e\u751f\u5b58\u7387\u3084\u767a\u75c7\u3059\u308b\u75c5\u6c17\u304c\u308f\u304b\u308c\u3070\uff0c\u60a3\u8005\u306eQOL\u304c\u5411\u4e0a\u3057\uff0c\u3088\u308a\u3088\u3044\u6cbb\u7642\u3092\u53d7\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n\u53c2\u8003\u6587\u732e<\/p>\n<ul>\n<li>\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u8ad6\u6587\u96c6CD-ROM<\/li>\n<\/ul>\n<p>&nbsp;<br \/>\n&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2016\u5e747\u670821\u65e5\u304b\u308923\u65e5\u304b\u3051\u3066\u5343\u8449\u5927\u5b66\u897f\u5343\u8449\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u3051\u3084\u304d\u4f1a\u9928\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\uff0c\u7b2c35\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08JAMIT2016\uff09\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\uff0c\u7530\u4e2d\u90a3\u667a(M2)\uff0c\u77f3\u7530\u76f4\u4e5f(M1)\uff0c\u5ca1\u7530 &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/is.doshisha.ac.jp\/news\/?p=3541\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;JAMIT2016&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-3541","post","type-post","status-publish","format-standard","hentry","category-3"],"_links":{"self":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/posts\/3541","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3541"}],"version-history":[{"count":0,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/posts\/3541\/revisions"}],"wp:attachment":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3541"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3541"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}