{"id":2924,"date":"2015-08-01T12:27:04","date_gmt":"2015-08-01T03:27:04","guid":{"rendered":"http:\/\/www.is.doshisha.ac.jp\/news\/?p=2924"},"modified":"2015-08-01T12:27:04","modified_gmt":"2015-08-01T03:27:04","slug":"jamit2015","status":"publish","type":"post","link":"https:\/\/is.doshisha.ac.jp\/news\/?p=2924","title":{"rendered":"JAMIT2015"},"content":{"rendered":"<p>2015\u5e747\u670830\u65e5\u304b\u30898\u67081\u65e5\u304b\u3051\u3066\u91d1\u6ca2\u6b4c\u5287\u5ea7\u3067\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\uff0c\u7b2c34\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08JAMIT2015\uff09\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u5ee3\u5b89\u6559\u6388\uff0c\u6797\u6cbc(M2)\uff0c\u7530\u4e2d\u90a3\u667a(M1)\u304c\u53c2\u52a0\u3057\uff0c\u4ee5\u4e0b\u306e\u6f14\u984c\u3067\u6797\u6cbc\u304c\u53e3\u982d\u767a\u8868\uff0c\u7530\u4e2d\u304c\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3092\u884c\u3044\u307e\u3057\u305f\uff0e<br \/>\n\u300c\u30c6\u30af\u30b9\u30c1\u30e3\u89e3\u6790\u3092\u7528\u3044\u305f\u5185\u8996\u93e1\u753b\u50cf\u89e3\u6790\u6642\u306b\u304a\u3051\u308bwindows\u30b5\u30a4\u30ba\u3068\u7279\u5fb4\u91cf\u306e\u95a2\u4fc2\u6027\u306e\u691c\u8a0e\u300d<br \/>\n\u6797\u6cbc\u52dd\u5229\uff0c\u5e02\u5ddd\u5bdb\uff0c\u516b\u6728\u4fe1\u660e\uff0c\u5ee3\u5b89\u77e5\u4e4b<br \/>\n\u300c\u5927\u8178\u8179\u8154\u93e1\u624b\u8853\u52d5\u753b\u306b\u304a\u3051\u308b\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u306e\u5f37\u8abf\u8868\u793a\u30b7\u30b9\u30c6\u30e0\u300d<br \/>\n\u7530\u4e2d\u90a3\u667a\uff0c\u6a2a\u5185\u4e45\u731b\uff0c\u8429\u539f\u660e\u65bc\uff0c\u5c0f\u5ea7\u672c\u96c4\u8ecc\uff0c\u5ee3\u5b89\u77e5\u4e4b<br \/>\n\u4eca\u5e74\u306eJAMIT2015\u3067\u306f\uff0c\u8fd1\u5e74\u6d41\u884c\u308a\u306eDeep Learning\u306b\u95a2\u3057\u3066\u300c\u753b\u50cf\u8a3a\u65ad\u533b\u306b\u3068\u3063\u3066\u306e2045\u5e74\u554f\u984c\uff1aDeep Learning\u3092\u7528\u3044\u305f\u753b\u50cf\u8a3a\u65ad\u306b\u3064\u3044\u3066\u306e\u691c\u8a0e\u300d\u3068\u3044\u3046\u6f14\u984c\u3067\u767a\u8868\u304c\u3042\u3063\u305f\u308a\uff0c\u65b0\u3057\u3044\u5b66\u8853\u5206\u91ce\u3067\u3042\u308b\u300c\u591a\u6b21\u5143\u8a08\u7b97\u89e3\u5256\u5b66\u300d\u306b\u3064\u3044\u3066\u306e\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u304c\u958b\u304b\u308c\u308b\u306a\u3069\uff0c\u533b\u7528\u753b\u50cf\u51e6\u7406\u306e\u5206\u91ce\u304c\u4eca\u5f8c\u3069\u306e\u3088\u3046\u306b\u767a\u5c55\u3057\u3066\u3044\u304f\u306e\u304b\u3068\u3066\u3082\u697d\u3057\u307f\u306b\u306a\u308b\u3088\u3046\u306a\u8b1b\u6f14\u304c\u591a\u6570\u3042\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u79c1\u81ea\u8eab\u306f\u53bb\u5e74\u306b\u5f15\u304d\u7d9a\u304d2\u5ea6\u76ee\u306e\u767a\u8868\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\uff0c\u843d\u3061\u7740\u3044\u3066\u767a\u8868\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u69d8\u3005\u306a\u8cea\u554f\u30fb\u610f\u898b\u3092\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3067\u304d\uff0c\u3068\u3066\u3082\u5145\u5b9f\u3057\u305f\u767a\u8868\u306b\u306a\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u6700\u5f8c\u306b\u306a\u308a\u307e\u3059\u304c\uff0c\u4eca\u56de\u306e\u767a\u8868\u306b\u3042\u305f\u308a\u5148\u751f\u65b9\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u7814\u7a76\u5ba4\u306e\u7686\u69d8\u306b\u306f\u5927\u5909\u304a\u4e16\u8a71\u306b\u306a\u308a\u307e\u3057\u305f\uff0e\u3053\u306e\u5834\u3092\u304a\u501f\u308a\u3057\u3066\u5fa1\u793c\u7533\u3057\u4e0a\u3052\u307e\u3059\uff0e<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2927\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2015\/08\/\u56f32-225x300.png\" alt=\"\u56f32\" width=\"225\" height=\"300\" \/>\u00a0 \u00a0 \u00a0<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2925\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2015\/08\/\u56f31-225x300.png\" alt=\"\u56f31\" width=\"225\" height=\"300\" \/><br \/>\n\u3010\u6587\u8cac\uff1aM2\u6797\u6cbc\u3011<br \/>\n<!--more--><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\">\u6797\u6cbc\u52dd\u5229<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">\u30c6\u30af\u30b9\u30c1\u30e3\u89e3\u6790\u3092\u7528\u3044\u305f\u5185\u8996\u93e1\u753b\u50cf\u89e3\u6790\u6642\u306b\u304a\u3051\u308bwindows\u30b5\u30a4\u30ba\u3068\u7279\u5fb4\u91cf\u306e\u95a2\u4fc2\u6027\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\">The Relation Between Window Size and Feature Value on Endoscopy Image Analysis Using Texture Analysis<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u6797\u6cbc\u52dd\u5229\uff0c\u5e02\u5ddd\u5bdb\uff0c\u516b\u6728\u4fe1\u660e\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\">\u7b2c34\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\">\u91d1\u6ca2\u6b4c\u5287\u5ea7<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2015\/\/07\/30-2015\/08\/01<\/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>2015\/07\/30\u304b\u30892015\/08\/01\u306b\u304b\u3051\u3066\uff0c\u91d1\u6ca2\u6b4c\u5287\u5ea7\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u7b2c34\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08JAMIT2015\uff09\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u3053\u306eJAMIT2015\u306f\uff0c\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u306b\u3088\u3063\u3066\u4e3b\u50ac\u3055\u308c\u305f\u5927\u4f1a\u3067\uff0c\u672c\u5927\u4f1a\u306f\u300c\u4fdd\u5065\u753b\u50cf\u5de5\u5b66\u3078\u306e\u5c55\u958b\u300d\u3068\u3044\u3046\u30c6\u30fc\u30de\u3067\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\uff0e\u79c1\u306f\u5168\u65e5\u7a0b\u53c2\u52a0\u3057\uff0c\u307e\u305f\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u4ed6\u306b\u5ee3\u5b89\u5148\u751f\uff0cM!\u306e\u7530\u4e2d\u90a3\u667a\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol start=\"2\">\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\u300cCAD1\u8179\u90e8\u4ed6\u300d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u3066\u53e3\u982d\u767a\u8868\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u306e\u5f62\u5f0f\u306f10\u5206\u9593\u306e\u8b1b\u6f14\u304a\u3088\u30735\u5206\u9593\u306e\u8cea\u7591\u3067\u3057\u305f\uff0e<br \/>\n\u4eca\u56de\u306e\u767a\u8868\u3067\u306f\uff0c\u30c6\u30af\u30b9\u30c1\u30e3\u89e3\u6790\u3092\u7528\u3044\u3066\u5185\u8996\u93e1\u753b\u50cf\u89e3\u6790\u6642\u306b\u304a\u3051\u308bwindow\u30b5\u30a4\u30ba\u3068\u7279\u5fb4\u91cf\u306e\u691c\u8a0e\u3092\u884c\u3044\u307e\u3057\u305f\uff0e\u4ee5\u4e0b\u306b\u6284\u9332\u3092\u8a18\u8f09\u81f4\u3057\u307e\u3059\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u3000\u8fd1\u5e74\uff0c\u5185\u8996\u93e1\u753b\u50cf\u306b\u5bfe\u3059\u308b\u69d8\u3005\u306aCAD\uff08Computer-Aided Diagnosis\uff09\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u308b\uff0e\u6211\u3005\u306fNBI\uff08Narrow Band Imaging\uff09\u5185\u8996\u93e1\u753b\u50cf\u306b\u304a\u3044\u3066\u65e9\u671f\u80c3\u764c\u306e\u9032\u5c55\u7bc4\u56f2\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u305f\u3081\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\u3066\u304d\u305f\uff0e\u672c\u624b\u6cd5\u3067\u306fwindow\u3092\u8d70\u67fb\u3057\u3066\u7279\u5fb4\u91cf\u3092\u53d6\u5f97\u3057\u3066\u3044\u308b\u304c\uff0c\u753b\u50cf\u306b\u3088\u3063\u3066\u75c5\u5909\u90e8\u4f4d\u306e\u5f62\u72b6\uff0c\u5927\u304d\u3055\u306f\u69d8\u3005\u3067\u3042\u308b\u305f\u3081\uff0cwindow\u30b5\u30a4\u30ba\u306e\u691c\u8a0e\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\uff0e\u305d\u3053\u3067\uff0c\u672c\u7a3f\u3067\u306fwindow\u30b5\u30a4\u30ba\u3068\u7279\u5fb4\u91cf\u306e\u95a2\u4fc2\u6027\u3092\u8abf\u67fb\u3057\uff0c\u89e3\u6790\u3092\u884c\u3046\u969b\u306e\u6700\u9069\u306awindow\u30b5\u30a4\u30ba\u306b\u3064\u3044\u3066\u306e\u691c\u8a0e\u3092\u884c\u3063\u305f\uff0e\u305d\u306e\u7d50\u679c\uff0c\u5f37\u62e1\u5927\u753b\u50cf\u3067\u306fwindows\u30b5\u30a4\u30ba\u3092\u5927\u304d\u304f\u3059\u308b\u307b\u3069\u3088\u308aDL\uff08Demarcation Line\uff09\u304c\u5f97\u3089\u308c\uff0c\u4e00\u65b9\uff0c\u5f31\u62e1\u5927\u753b\u50cf\u3067\u306fwindow\u30b5\u30a4\u30ba\u3092\u5927\u304d\u304f\u3059\u308b\u307b\u3069\u4e0d\u660e\u77ad\u3068\u306a\u308b\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&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>1<\/strong><br \/>\n\u662d\u548c\u5927\u5b66\u6a2a\u6d5c\u5e02\u5317\u90e8\u75c5\u9662\u306e\u68ee\u60a0\u4e00\u5148\u751f\u304b\u3089\u300cDL\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u304b\uff1f\u691c\u51fa\u3057\u305f\u5f8c\u306b\u764c\uff0c\u80c3\u708e\u306e\u5224\u5225\u306f\u3059\u308b\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\u300c\u4eca\u306fDL\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3042\u308b\u300d\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>2<\/strong><br \/>\n\u540d\u53e4\u5c4b\u5927\u5b66\u306e\u68ee\u5065\u7b56\u5148\u751f\u3088\u308a\u300c\u3069\u306e\u3088\u3046\u306a\u753b\u50cf\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u304b\uff1f\u300d\u3068\u306e\u8cea\u554f\u3092\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\u300c\u4eca\u56de\u306f\u7dba\u9e97\u306b\u64ae\u5f71\u3055\u308c\u305f\u753b\u50cf\u306e\u307f\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u300d\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>3<\/strong><br \/>\n\u540c\u3058\u304f\u68ee\u5065\u7b56\u5148\u751f\u3088\u308a\u300c\u3069\u306e\u3088\u3046\u306b\u8b58\u5225\u3057\u3066\u3044\u308b\u306e\u304b\uff1f\u300d\u3068\u306e\u8cea\u554f\u3092\u3044\u305f\u3060\u304d\uff0c\u300c\u4eca\u56de\u306f\u7279\u5fb4\u91cf\u3092\u898b\u3066\u3044\u308b\u3060\u3051\u3067\u3042\u308b\u300d\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u300c\u4eca\u5f8c\u3069\u306e\u3088\u3046\u306a\u5206\u985e\u6a5f\u3092\u4f7f\u3046\u4e88\u5b9a\u304b\uff1f\u300d\u3068\u306e\u8cea\u554f\u3082\u3044\u305f\u3060\u304d\uff0c\u300c\u4eca\u306e\u3068\u3053\u308dSVM\u3092\u4f7f\u7528\u3059\u308b\u4e88\u5b9a\u3067\u3042\u308b\u300d\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ul>\n<li>\u611f\u60f3<\/li>\n<\/ul>\n<p>\u53bb\u5e74\u306b\u5f15\u304d\u7d9a\u304d2\u5ea6\u76ee\u306e\u53c2\u52a0\u3067\u3042\u3063\u305f\u305f\u3081\uff0c\u5b66\u4f1a\u306e\u96f0\u56f2\u6c17\u3082\u3042\u308b\u7a0b\u5ea6\u308f\u304b\u3063\u3066\u304a\u308a\uff0c\u3042\u307e\u308a\u7dca\u5f35\u305b\u305a\u767a\u8868\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\uff0e\u305f\u3060\uff0c\u5c11\u3057\u65e9\u53e3\u3060\u3063\u305f\u6c17\u304c\u3057\u305f\u306e\u3067\u3082\u3046\u5c11\u3057\u7df4\u7fd2\u3057\u3066\u767a\u8868\u3067\u304d\u305f\u3089\u3088\u304b\u3063\u305f\u306a\u3068\u601d\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol start=\"3\">\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\u3000\u753b\u50cf\u8a3a\u65ad\u533b\u306b\u3068\u3063\u3066\u306e2045\u5e74\u554f\u984c\uff1aDeep Learning\u3092\u7528\u3044\u305f\u753b\u50cf\u8a3a\u65ad\u306b\u3064\u3044\u3066\u306e\u691c\u8a0e\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u4e2d\u7530\u3000\u5178\u751f\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u6559\u80b2\u8b1b\u6f141<br \/>\nAbstract\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a PubMed \u306b\u3088\u308a\u5e74\u5225\u8ad6\u6587\u6570\u306e\u63a8\u79fb\u3092\u691c\u7d22\u3059\u308b\u3068 CAD \u306b\u95a2\u3057\u3066\u306f 1980 \u5e74\u4ee3\u672b\u304b\u3089\u3001AI \u306b\u95a2\u3057\u3066\u306f 1990 \u5e74\u4ee3\u304b\u3089\u3001deep learning \u306b\u3064\u3044\u3066\u306f 2000 \u5e74\u4ee3\u534a\u3070\u304b\u3089\u767a\u8868\u8ad6\u6587\u6570\u306e\u5897\u52a0\u304c\u8a8d\u3081\u3089\u308c\u308b\u3002\u305d\u306e\u4e00\u65b9\u3067\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e User Interface(\u4ee5\u4e0b UI)\u306f 1960 \u5e74\u4ee3\u304b\u3089\u59cb\u307e\u3063\u305f AI\u3092\u7528\u3044\u305f UI \u306b\u3064\u3044\u3066\u306f\u3001\u4f55\u5ea6\u304b\u306e\u51ac\u306e\u6642\u4ee3\u3092\u901a\u3058\u3066\u3001\u8fd1\u5e74\u97f3\u58f0\u8a8d\u8b58\u306a\u3069\u3088\u3046\u3084\u304f\u5b9f\u7528\u5316\u304c\u6ce8\u76ee\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u30022014 \u5e74\u306b\u30b8\u30e5\u30ec\u30df\u30fc\u30fb\u30cf\u30ef\u30fc\u30c9\u304c\u8a2d\u7acb\u3057\u305f deep learning \u3092\u7528\u3044\u305f\u533b\u7528\u753b\u50cf\u306e\u8aad\u5f71\u3092\u884c\u3046\u4f1a\u793e\u304c\u8a2d\u7acb\u3055\u308c\u305f\u304c\u3001\u73fe\u5728AI \u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u666e\u53ca\u3057\u305f\u30c7\u30d0\u30a4\u30b9\u306f\u97f3\u58f0\u8a8d\u8b58\u5165\u529b\u304c\u4e2d\u5fc3\u3067\u3001\u65e5\u672c\u306b\u304a\u3044\u3066\u306f AI \u3092\u7528\u3044\u305f\u8a3a\u65ad\u652f\u63f4\u306f\u6c7a\u3057\u3066\u76db\u3093\u3068\u306f\u3044\u3048\u306a\u3044\u3002\u30d2\u30c8\u30b2\u30ce\u30e0\u8a08\u753b\u304c\u5b8c\u4e86\u3057\u3001\u753b\u50cf\u8a3a\u65ad\u306e\u5206\u91ce\u3067\u3082 radiogenomics \u3092\u53d6\u308a\u5165\u308c\u3001\u753b\u50cf\u8a3a\u65ad\u533b\u304c AI \u3068\u5f37\u8abf\u3057\u3066\u8a3a\u7642\u306b\u3042\u305f\u308b\u3053\u3068\u304c\u4eca\u5f8c\u306e\u753b\u50cf\u8a3a\u65ad\u533b\u306b\u6c42\u3081\u3089\u308c\u3066\u304f\u308b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\u653e\u5c04\u7dda\u79d1\u533b\u304b\u3089\u307f\u305f2045\u5e74\u554f\u984c\u306b\u3064\u3044\u3066\u306e\u8b1b\u6f14\u3067\u3057\u305f\uff0eDeep learning\u306e\u4ed5\u7d44\u307f\u3084\uff0c\u533b\u7528\u753b\u50cf\u5206\u91ce\u306b\u304a\u3051\u308bdeep learning\u306e\u554f\u984c\u70b9\uff0c\u753b\u50cf\u8a3a\u65ad\u533b\u306f\u3069\u306e\u3088\u3046\u306bAI\u3068\u5171\u5b58\u3057\u3066\u3044\u304f\u306e\u304b\u306a\u3069\u306e\u304a\u8a71\u304c\u3042\u308a\u307e\u3057\u305f\uff0e\u6211\u3005\u306e\u7814\u7a76\u5ba4\u3067\u3082deep learning\u3092\u7528\u3044\u305f\u7814\u7a76\u304c\u3044\u304f\u3064\u304b\u884c\u308f\u308c\u3066\u3044\u308b\u305f\u3081\uff0c\u3068\u3066\u3082\u8208\u5473\u6df1\u3044\u5185\u5bb9\u3067\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\u591a\u5143\u8a08\u7b97\u89e3\u5256\u5b66\u3068\u8a3a\u65ad\u30fb\u6cbb\u7642\u652f\u63f4\u3078\u306e\u5c55\u958b\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u6a4b\u722a \u8aa0\uff0c\u672c\u8c37 \u79c0\u5805\uff0c\u68ee \u5065\u7b56\uff0c\u5c0f\u6797 \u82f1\u6d25\u5b50\uff0c\u7530\u4e2d \u5229\u6075\uff0c\u539f\u53e3 \u4eae\uff0c\u5c71\u7530 \u91cd\u4eba\uff0c\u82b1\u5ca1 \u6607\u5e73\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30b7\u30f3\u30dd\u30b8\u30a6\u30e0SY1\uff1a\u591a\u5143\u8a08\u7b97\u89e3\u5256\u5b66<br \/>\nAbstract\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a 2014 \u5e74\u5ea6\u3088\u308a\u6587\u79d1\u7701\u79d1\u7814\u8cbb\u65b0\u5b66\u8853\u9818\u57df\u7814\u7a76\u300c\u533b\u7528\u753b\u50cf\u306b\u57fa\u3065\u304f\u8a08\u7b97\u89e3\u5256\u5b66\u306e\u591a\u5143\u5316\u3068\u9ad8\u5ea6\u77e5\u80fd\u5316\u8a3a\u65ad\u30fb\u6cbb\u7642\u3078\u306e\u5c55\u958b \u300d(\u7565\u79f0:\u591a\u5143\u8a08\u7b97\u89e3\u5256\u5b66)\u304c 5 \u5e74\u9593\u306e\u4e88\u5b9a\u3067\u30b9\u30bf\u30fc\u30c8\u3057\u305f.\u3053\u3053\u3067\u591a\u5143\u8a08\u7b97\u89e3\u5256\u5b66\u3068\u306f,(1) \u7a7a\u9593\u8ef8,(2) \u6642\u9593\u8ef8,(3) \u6a5f\u80fd\u8ef8,(4) \u75c5\u7406\u8ef8\u3068\u3044\u3063\u305f\u7a2e\u3005\u306e\u8ef8\u306b\u307e\u305f\u304c\u308b\u533b\u7528\u753b\u50cf\u60c5\u5831\u306b\u57fa\u3065\u304d,\u65e9\u671f\u767a\u898b\u3084\u6cbb\u7642\u56f0\u96e3\u306a\u75be\u60a3\u306b\u5bfe\u3059\u308b\u9ad8\u5ea6\u306b\u77e5\u80fd\u5316\u3055\u308c\u305f\u8a3a\u65ad\u6cbb\u7642\u6cd5\u5b9f\u73fe\u306e\u305f\u3081\u306e\u6570\u7406\u7684\u8af8\u624b\u6cd5\u3092\u958b\u62d3\u3059\u308b\u65b0\u9818\u57df\u3067\u3042\u308b.\u672c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u3067\u306f,\u7814\u7a76\u306e\u76ee\u7684\u3068\u8a08\u753b,\u306a\u3089\u3073\u306b\u5e7e\u3064\u304b\u306e\u6210\u679c\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\u591a\u5143\u8a08\u7b97\u89e3\u5256\u5b66\u306b\u3064\u3044\u3066\u306e\u6982\u8981\u3084\u73fe\u72b6\u306b\u3064\u3044\u3066\u306e\u767a\u8868\u304c\u3042\u308a\uff0c\u767a\u8868\u5f8c\u306b\u306f\u591a\u5143\u8a08\u7b97\u89e3\u5256\u5b66\u306e\u4eca\u5f8c\u306b\u3064\u3044\u3066\u306e\u8a0e\u8ad6\u304c\u3042\u308a\u307e\u3057\u305f\uff0e\u8a08\u7b97\u6a5f\u3067\u89e3\u5256\u5b66\u3092\u5b9f\u73fe\u3059\u308b\u3068\u3044\u3046\u65b0\u305f\u306a\u5b66\u554f\u3067\u3042\u308a\u3001\u307e\u3060\u307e\u3060\u8ab2\u984c\u304c\u305f\u304f\u3055\u3093\u3042\u308b\u3088\u3046\u3067\u3059\u304c\u4eca\u5f8c\u306e\u5148\u884c\u304d\u304c\u3068\u3066\u3082\u697d\u3057\u307f\u3067\u3059\u3002<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\u5927\u8178 Endocytoscopy \u3092\u7528\u3044\u305f\u3001\u81ea\u52d5\u8a3a\u65ad\u30b7\u30b9\u30c6\u30e0\u306e\u9ad8\u7cbe\u5ea6\u5316\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u68ee \u60a0\u4e00, \u5de5\u85e4\u9032\u82f1, \u82e5\u6751\u90a6\u5f66, \u4e09\u6fa4\u5c06\u53f2, \u5c0f\u5ddd\u60a0\u53f2, \u5de5\u85e4\u8c4a\u6a39, \u6797 \u6b66\u96c5, \u5bae\u5730\u82f1\u884c, \u7247\u6850 \u6566, \u77f3\u7530\u6587\u751f, \u4e95\u4e0a\u6674\u6d0b, \u4e8c\u6751\u5e78\u5b5d, \u68ee \u5065\u7b56\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a CAD\u8179\u90e8\u4ed6<br \/>\nAbstract\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u3010\u80cc\u666f\u3011 Endocytoscopy (Olympus)\u306f 380 \u500d\u306e\u8d85\u62e1\u5927\u6a5f\u80fd\u306b\u3088\u308a\u3001\u5927\u8178\u7c98\u819c\u306e\u7d30\u80de\u6838\u3092\u53ef\u8996\u5316\u3057\u3001\u75c5\u7406\u8a3a\u65ad\u3092\u4e88\u6e2c\u3057\u3046\u308b\u6b21\u4e16\u4ee3\u5185\u8996\u93e1\u3067\u3042\u308b\u3002\u308f\u308c\u308f\u308c\u306f Endocytoscopy \u753b\u50cf\u306b\u5bfe\u3059\u308b\u81ea\u52d5\u8a3a\u65ad\u30b7\u30b9\u30c6\u30e0(EC-CAD)\u3092\u518d\u69cb\u7bc9\u3057\u3001\u8a55\u4fa1\u3057\u305f\u3002<br \/>\n\u3010\u65b9\u6cd5\u3011EC-CAD \u306f\u3001\u5143\u753b\u50cf\u304b\u3089\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3057\u305f\u7d30\u80de\u6838\u306e\u8a08\u6e2c\u5024(\u9762\u7a4d\u30fb\u9577\u77ed\u5f84\u30fb\u771f\u5186\u5ea6\u30fb\u5468\u56f2\u9577\u306e\u5e73\u5747\u30fb\u6a19\u6e96\u504f\u5dee\u7b49)\u306b\u3001\u753b\u50cf\u5168\u4f53\u306e local binary pattern \u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u52a0\u3048\u305f\u8a08 296 \u500b\u306e\u7279\u5fb4\u91cf\u3092\u3001support vector machine (SVM)\u306b\u3088\u308a\u8b58\u5225\u3057\u30013 \u30af\u30e9\u30b9\u8a3a\u65ad(\u975e\u816b\u760d\/\u817a\u816b\/\u764c)\u3092\u51fa\u529b\u3059\u308b\u3002\u4eca\u56de\u30014880 \u679a\u306e\u753b\u50cf\u3092\u5b66\u7fd2\u5f8c\u3001\u5225\u306e 476 \u679a(\u816b\u760d 238 \u679a, \u975e\u816b\u760d 238 \u679a)\u306e\u30c6\u30b9\u30c8\u753b\u50cf\u3092\u7528\u3044\u3066\u3001\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3057\u305f\u3002<br \/>\n\u3010\u7d50\u679c\u3011\u816b\u760d\/\u975e\u816b\u760d\u306e\u9451\u5225\u306b\u304a\u3051\u308b\u6b63\u8a3a\u7387\u306f 89%\u3060\u3063\u305f\u304c\u3001\u201dHigh confidence\u201d\u4f8b(SVM \u306b\u304a\u3051\u308b probability &gt;90%, \u5168\u4f53\u306e 63%)\u306b\u7d5e\u308b\u3068\u3001\u6b63\u8a3a\u7387\u306f 97%\u3060\u3063\u305f\u3002\u51e6\u7406\u6642\u9593\u306f 0.2 \u79d2\/\u753b\u50cf\u3067\u3042\u3063\u305f\u3002<br \/>\n\u3010\u7d50\u8ad6\u3011EC-CAD \u306f\u5b89\u5b9a\u3057\u305f\u7cbe\u5ea6\u3067\u306e\u9ad8\u901f\u8a3a\u65ad\u304c\u53ef\u80fd\u3067\u3042\u3063\u305f\u3002EC-CAD \u306f\u5185\u8996\u93e1\u30e6\u30cb\u30c3 \u30c8\u3068\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a5\u7d9a\u306b\u6210\u529f\u3057\u3066\u304a\u308a\u3001\u5b9f\u7528\u7684\u306a\u8a3a\u65ad\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u5019\u88dc\u3068\u306a\u308a\u3046\u308b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u306f\u5185\u8996\u93e1\u306e\u4e00\u7a2e\u3067\u3042\u308bEndocytoscopy\u3092\u7528\u3044\u305f\u5927\u8178\u764c\u306eCAD\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u5185\u5bb9\u3067\u3057\u305f\uff0e\u5b9f\u969b\u306b\u5185\u8996\u93e1\u306e\u8a3a\u65ad\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u3093\u3067\u5b9f\u9a13\u3082\u3055\u308c\u3066\u304a\u308a\uff0c\u3068\u3066\u3082\u53c2\u8003\u306b\u306a\u308b\u5185\u5bb9\u3067\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n\u53c2\u8003\u6587\u732e<\/p>\n<ul>\n<li>\u7b2c34\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>\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\">\u5927\u8178\u8179\u8154\u93e1\u52d5\u753b\u306b\u304a\u3051\u308b\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u306e\u5f37\u8abf\u8868\u793a\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848<\/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\">Enhancement system of blood vessels between mesenteries in video of laparoscopic surgery of colon<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u7530\u4e2d\u90a3\u667a\uff0c \u6a2a\u5185\u4e45\u731b\uff0c \u8429\u539f\u660e\u65bc\uff0c\u5c0f\u5ea7\u672c\u96c4\u8ecc\uff0c\u5ee3\u5b89\u77e5\u4e4b<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4e3b\u50ac<\/strong><\/td>\n<td width=\"373\">\u533b\u7642\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u7814\u7a76\u5ba4<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8b1b\u6f14\u4f1a\u540d<\/strong><\/td>\n<td width=\"373\">\u7b2c34\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\">\u91d1\u6ca2\u6b4c\u5287\u5ea7<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2015\/07\/30-2015\/08\/01<\/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>2015\/07\/30\u304b\u30892015\/08\/01\u306b\u304b\u3051\u3066\uff0c\u77f3\u5ddd\u770c\u91d1\u6ca2\u6b4c\u5287\u5ea7\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u7b2c34\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\u4eca\u56de\u306f\u4fdd\u5065\u5b66\u3068\u306e\u9023\u643a\u3067\u3057\u305f\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\u5ee3\u5b89\u5148\u751f\uff0c\u4fee\u58eb\u4e8c\u56de\u751f\u306e\u6797\u6cbc\u3055\u3093\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol start=\"2\">\n<li>\u7814\u7a76\u767a\u8868\n<ul>\n<li>\u767a\u8868\u6982\u8981<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u79c1\u306f31\u65e5\u306e\u5348\u524d\u306e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u30e9\u30f3\u30c1\u30e7\u30f3\u30dd\u30b9\u30bf\u30fc\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\u520630\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\u5927\u8178\u8179\u8154\u93e1\u52d5\u753b\u306b\u304a\u3051\u308b\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u5f37\u8abf\u30b7\u30b9\u30c6\u30e0\u300d\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\">\u5927\u8178\u8179\u8154\u93e1\u624b\u8853\u306b\u304a\u3051\u308b\u8996\u91ce\u306f\u72ed\u304f\uff0c\u8840\u7ba1\u306e\u8996\u8a8d\u6027\u304c\u60aa\u3044\u305f\u3081\uff0c\u624b\u8853\u304c\u9577\u6642\u9593\u5316\u3059\u308b\u306a\u3069\u533b\u5e2b\u3078\u306e\u8ca0\u62c5\u304c\u304b\u304b\u308b\uff0e\u305d\u308c\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u8178\u9593\u819c\u306b\u57cb\u6ca1\u3057\u3066\u3044\u308b\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u3092\u753b\u50cf\u51e6\u7406\u306b\u3088\u3063\u3066\u5f37\u8abf\u3057\uff0c\u533b\u5e2b\u3078\u5f37\u8abf\u3055\u308c\u305f\u753b\u50cf\u3092\u63d0\u793a\u3059\u308b\u4e8b\u3067\u8ca0\u62c5\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u7814\u7a76\u76ee\u7684\u3067\u3042\u308b\uff0e\u5b9f\u969b\u306e\u624b\u8853\u3067\u7c21\u6613\u306b\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u306e\u5f37\u8abf\u3092\u884c\u3046\u305f\u3081\u306b\uff0c\u8179\u8154\u93e1\u306b\u5916\u90e8\u63a5\u7d9a\u3067\u304d\u308b\u753b\u50cf\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u305f\uff0e\u307e\u305f\uff0c\u30aa\u30fc\u30d7\u30cb\u30f3\u30b0\u51e6\u7406\u3092\u7528\u3044\u305f\u8868\u5728\u8840\u7ba1\u524a\u9664\u51e6\u7406\u3092\u884c\u3044\uff0c\u305d\u306e\u753b\u50cf\u306e\u5404\u753b\u7d20\u306b\u5bfe\u3057\u3066HSV\u8272\u60c5\u5831\u306e\u7bc4\u56f2\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\uff0c\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u3092\u62bd\u51fa\u3057\uff0c\u5f37\u8abf\u9818\u57df\u3092\u6c7a\u5b9a\u3059\u308b.\u8a55 \u4fa1\u5b9f\u9a13\u306b\u304a\u3044\u3066\u306f\u3053\u306e\u624b\u6cd5\u306b\u3088\u3063\u3066\u5bfe\u8c61\u8840\u7ba1\u3092\u5b8c\u5168\u306b\u691c\u51fa\u3057\u304d\u308c\u306a\u3044\u4f8b\u3084\u8aa4\u691c\u51fa\u304c\u767a\u751f\u3059\u308b\u4f8b\u3082\u3042\u308b\u304c\uff0c\u591a\u304f\u306e\u8178\u9593\u819c\u5185\u8d70\u884c\u8840\u7ba1\u304c\u9ad8\u3044\u7cbe\u5ea6\u3067\u691c\u51fa\uff0c\u5f37\u8abf\u3055\u308c\u305f.<\/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\u5bb9<\/strong><strong>1<\/strong><br \/>\n\u8cea\u554f\u8005\u306e\u6c0f\u540d\u306f\u63a7\u3048\u640d\u306d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u304c\uff0c\u300c\u5b9f\u969b\u306b\u3053\u306e\u753b\u50cf\u304c\u624b\u8853\u4e2d\u306b\u898b\u305b\u3089\u308c\u308b\u3068\u7dd1\u8272\u304c\u90aa\u9b54\u306b\u306a\u3089\u306a\u3044\u306e\u304b\uff1f\u300d\u982d\u306e\u8cea\u554f\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\uff0c\u300c\u5b9f\u969b\u306e\u624b\u8853\u3067\u306f\uff0c\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u3092\u4e8c\u3064\u7528\u610f\u3057\uff0c\u30b5\u30d6\u753b\u9762\u3068\u3057\u3066\u8868\u793a\u3059\u308b\u4e8b\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u308b\u300d\u3068\u89e3\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>2<\/strong><br \/>\n\u8cea\u554f\u8005\u306e\u6c0f\u540d\u306f\u63a7\u3048\u640d\u306d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u304c\uff0c\u300c\u306a\u305cHSV\u3092\u7528\u3044\u305f\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\uff0c\u300cHSV\u306f\u4eba\u9593\u306e\u8272\u899a\u304b\u3089\u95be\u5024\u3092\u6307\u5b9a\u3057\u3084\u3059\u3044\u305f\u3081\u306b\u5229\u7528\u3057\u305f\u300d\u3068\u89e3\u7b54\u3057\u307e\u3057\u305f\uff0e\u3057\u304b\u3057\uff0cHSV\u306f\u7279\u5fb4\u3092\u8868\u73fe\u3059\u308b\u529b\u304c\u5f31\u3044\u3068\u306e\u610f\u898b\u3082\u9802\u3044\u305f\u306e\u3067\uff0c\u4ed6\u306e\u8272\u7a7a\u9593\u3082\u8a66\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>3<\/strong><br \/>\n\u8cea\u554f\u8005\u306e\u6c0f\u540d\u306f\u63a7\u3048\u640d\u306d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u304c\uff0c\u300c\u898b\u3048\u3066\u3044\u308b\u3082\u306e\u3092\u691c\u51fa\u3057\u3066\u4f55\u306e\u610f\u5473\u304c\u3042\u308b\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\u73fe\u6bb5\u968e\u3067\u306f\uff0c\u898b\u3048\u3066\u3044\u3066\u3082\u8996\u8a8d\u6027\u306e\u4f4e\u3044\u3082\u306e\u3092\u5f37\u8abf\u3059\u308b\u4e8b\u3067\uff0c\u5bfe\u8c61\u8840\u7ba1\u3092\u898b\u3064\u3051\u3084\u3059\u304f\u3057\u305f\u3044\uff0e\u3057\u304b\u3057\u5c06\u6765\u7684\u306b\u306f\u898b\u3048\u3066\u3044\u306a\u3044\u90e8\u5206\u542b\u3081\uff0c\u5168\u4f53\u306e\u4e88\u6e2c\u3082\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u300d\u3068\u89e3\u7b54\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>4<\/strong><br \/>\n\u5343\u8449\u5927\u5b66\u306e\u4e2d\u6751\u53cb\u9999\u5148\u751f\u3088\u308a\uff0c\u300c\u3069\u306e\u4f1a\u793e\u306e\u8179\u8154\u93e1\u304b\u306b\u3088\u3063\u3066\u82e5\u5e72\u7570\u306a\u308b\u8272\u306e\u9055\u3044\u3082\u8003\u616e\u3057\u3066\u3044\u308b\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u300c\u305d\u306e\u9055\u3044\u306b\u95a2\u3057\u3066\u306e\u8003\u616e\u306f\u884c\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u305f\u3081\uff0c\u53c2\u8003\u306b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\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\u520630\u79d2\u3068\u3044\u3046\u4e8b\u3067\u975e\u5e38\u306b\u77ed\u3044\u6642\u9593\u3067\u3042\u3063\u305f\u306b\u3082\u95a2\u308f\u3089\u305a\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\u305d\u306e\u53cd\u9762\uff0c\u9802\u304f\u8cea\u554f\u306e\u5e45\u5e83\u3055\u3092\u77e5\u308a\u6e96\u5099\u4e0d\u8db3\u3082\u611f\u3058\u307e\u3057\u305f\uff0e\u4eca\u56de\u9802\u3044\u305f\u610f\u898b\u3092\u6b21\u56de\u304b\u3089\u306e\u767a\u8868\u306b\u6d3b\u304b\u3057\uff0c\u3088\u308a\u826f\u3044\u767a\u8868\u306b\u3057\u305f\u3044\u3068\u611f\u3058\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<ol start=\"3\">\n<li>\u8074\u8b1b<\/li>\n<\/ol>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e2\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\u3000\u5927\u8178Endocytoscopy\u3092\u7528\u3044\u305f\uff0c\u81ea\u52d5\u8a3a\u65ad\u30b7\u30b9\u30c6\u30e0\u306e\u9ad8\u7cbe\u5ea6\u5316<br \/>\n\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u68ee \u60a0\u4e00 , \u5de5\u85e4\u9032\u82f1, \u82e5\u6751\u90a6\u5f66, \u4e09\u6fa4\u5c06\u53f2, \u5c0f\u5ddd\u60a0\u53f2, \u5de5\u85e4\u8c4a\u6a39, \u6797 \u6b66\u96c5, \u5bae\u5730\u82f1\u884c, \u7247\u6850 \u6566, \u77f3\u7530\u6587\u751f, \u4e95\u4e0a\u6674\u6d0b , \u4e8c\u6751\u5e78\u5b5d, \u68ee \u5065\u7b56<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a CAD1\u8179\u90e8\u4ed6<br \/>\nAbstruct \uff1a\u3010\u80cc\u666f\u3011Endocytoscopy(Olympus)\u306f380\u500d\u306e\u8d85\u62e1\u5927\u6a5f\u80fd\u306b\u3088\u308a\uff0c\u5927\u8178\u7c98\u819c\u306e\u7d30\u80de\u6838\u3092\u53ef\u8996\u5316\u3057\uff0c\u75c5\u7406\u8a3a\u65ad\u3092\u4e88\u6e2c\u3057\u3046\u308b\u6b21\u4e16\u4ee3\u5185\u8996\u93e1\u3067\u3042\u308b\uff0e\u308f\u308c\u308f\u308c\u306fEndocytoscopy\u753b\u50cf\u306b\u5bfe\u3059\u308b\u81ea\u52d5\u8a3a\u65ad\u30b7\u30b9\u30c6\u30e0(EC-CAD)\u3092\u518d\u69cb\u7bc9\u3057\uff0c\u8a55\u4fa1\u3057\u305f\uff0e<br \/>\n\u3010\u65b9\u6cd5\u3011EC-CAD\u306f\uff0c\u5143\u753b\u50cf\u304b\u3089\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3057\u305f\u7d30\u80de\u6838\u306e\u8a08\u6e2c\u5024\uff08\u9762\u7a4d\u30fb\u9577\u77ed\u5f84\u30fb\u771f\u5186\u5ea6\u30fb\u5468\u56f2\u9577\u306e\u5e73\u5747\u30fb\u6a19\u6e96\u504f\u5dee\u7b49\uff09\u306b\uff0c\u753b\u50cf\u5168\u4f53\u306elocalbinarypattern\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u52a0\u3048\u305f\u8a08296\u500b\u306e\u7279\u5fb4\u91cf\u3092\uff0csupportvectormachine(SVM)\u306b\u3088\u308a\u8b58\u5225\u3057\uff0c3\u30af\u30e9\u30b9\u8a3a\u65ad(\u975e\u816b\u760d\/\u817a\u816b\/\u764c)\u3092\u51fa\u529b\u3059\u308b\uff0e\u4eca\u56de\uff0c4880\u679a\u306e\u753b\u50cf\u3092\u5b66\u7fd2\u5f8c\uff0c\u5225\u306e476\u679a\uff08\u816b\u760d238\u679a\uff0c\u975e\u816b\u760d238\u679a\uff09\u306e\u30c6\u30b9\u30c8\u753b\u50cf\u3092\u7528\u3044\u3066\uff0c\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3057\u305f\uff0e<br \/>\n\u3010\u7d50\u679c\u3011\u816b\u760d\/\u975e\u816b\u760d\u306e\u9451\u5225\u306b\u304a\u3051\u308b\u6b63\u8a3a\u7387\u306f89%\u3060\u3063\u305f\u304c\uff0c\u201dHighconfidence\u201d\u4f8b\uff08SVM\u306b\u304a\u3051\u308bprobability&gt;90%\uff0c\u5168\u4f53\u306e63%\uff09\u306b\u7d5e\u308b\u3068\uff0c\u6b63\u8a3a\u7387\u306f97%\u3060\u3063\u305f\uff0e\u51e6\u7406\u6642\u9593\u306f0.2\u79d2\/\u753b\u50cf\u3067\u3042\u3063\u305f\uff0e<br \/>\n\u3010\u7d50\u8ad6\u3011EC-CAD\u306f\u5b89\u5b9a\u3057\u305f\u7cbe\u5ea6\u3067\u306e\u9ad8\u901f\u8a3a\u65ad\u304c\u53ef\u80fd\u3067\u3042\u3063\u305f\uff0eEC-CAD\u306f\u5185\u8996\u93e1\u30e6\u30cb\u30c3\u30c8\u3068\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a5\u7d9a\u306b\u6210\u529f\u3057\u3066\u304a\u308a\uff0c\u5b9f\u7528\u7684\u306a\u8a3a\u65ad\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u5019\u88dc\u3068\u306a\u308a\u3046\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\u88ab\u5199\u4f53\u306b\u304b\u306a\u308a\u63a5\u8fd1\u3057\u3066\u64ae\u5f71\u3059\u308b\u4e8b\u306e\u3067\u304d\u308bEndocytoscopy\u3092\u7528\u3044\u3066\u304a\u308a\uff0c\u8179\u8154\u93e1\u3092\u7528\u3044\u3066\u7814\u7a76\u3057\u3066\u3044\u308b\u79c1\u306b\u3068\u3063\u3066\u306f\u3068\u3066\u3082\u8208\u5473\u6df1\u3044\u5185\u5bb9\u3067\u3057\u305f\uff0e\u307e\u305f\uff0c\u5185\u5bb9\u3060\u3051\u3067\u306a\u304f\uff0c\u753b\u50cf\u3084\u52d5\u753b\u306e\u898b\u305b\u65b9\uff0c\u8a71\u306e\u69cb\u6210\u306a\u3069\u306e\u30b9\u30ad\u30eb\u304c\u975e\u5e38\u306b\u9ad8\u304f\uff0c\u521d\u3081\u3066\u306e\u5b66\u4f1a\u306e\u6700\u521d\u306e\u30d7\u30ec\u30bc\u30f3\u3067\u523a\u6fc0\u3092\u53d7\u3051\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\u5927\u578b\u6a19\u672c\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u75be\u60a3\u89e3\u6790\u306e\u305f\u3081\u306e\u5149\u5b66\u753b\u50cf\u7fa4\u3068 3 \u6b21\u5143 MR \u753b\u50cf\u306e\u4f4d\u7f6e\u5408\u308f\u305b\u6cd5<br \/>\n\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u4e2d\u6751\u53cb\u9999\uff0c \u5927\u897f\u5cfb\uff0c \u7530\u4e2d\u62d3\u4e5f\uff0c \u65b0\u7530\u5c55\u5927\uff0c \u9752\u6728\u4f0a\u77e5\u7537\uff0c\u516b\u6728\u7531\u9999\u5b50\uff0c \u7fbd\u77f3\u79c0\u662d<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u4f4d\u7f6e\u5408\u308f\u305b\uff0c\u52d5\u614b\u89e3\u6790<br \/>\nAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a MRI \u304b\u3089\u53d6\u5f97\u3059\u308b\u60c5\u5831\u3092\u9ad8\u5ea6\u5316\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u30df\u30af\u30ed\u306a\u7d44\u7e54\u60c5\u5831\u3068\u306e\u95a2\u9023\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff0e\u3057\u304b\u3057\uff0c\u7d44\u7e54\u304c\u89b3\u5bdf\u53ef\u80fd\u306a\u75c5\u7406\u753b\u50cf\u306f\u7d44\u7e54\u6a19\u672c\u4f5c\u6210\u904e\u7a0b\u306b\u304a\u3044\u3066\uff0c\u7d44\u7e54\u306e\u53ce\u7e2e\u3084\u5909\u5f62\u304c\u751f\u3058\u308b\u305f\u3081\uff0c\u76f4\u63a5 MR\u753b\u50cf\u3068\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\uff0e\u305d\u3053\u3067\u672c\u7814\u7a76\u306f\u8584\u5207\u524d\u306e\u8133\u306e\u5149\u5b66\u50cf\u3067\u3042\u308b\u30de\u30af\u30ed\u753b\u50cf\u3092\u4ef2\u4ecb\u3068\u3057\u305f\u75c5\u7406\u753b\u50cf\u3068 MR \u753b\u50cf\u306e\u30ec\u30b8\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5\u306e\u958b\u767a\u3092\u9032\u3081\u3066\u3044\u308b\uff0e\u672c\u5831\u544a\u3067\u306f\u30de\u30af\u30ed\u753b\u50cf\u3068 MR \u753b\u50cf\u306e\u30ec\u30b8\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\uff0e\u6628\u5e74\u306e JAMIT \u306e\u767a\u8868\u3067\u306f\uff0c\u30de\u30af\u30ed\u753b\u50cf\u3068\u4e00\u81f4\u3059\u308b\u65ad\u9762\u3092 MR \u753b\u50cf\u5168\u4f53\u304b\u3089\u63a2\u7d22\u3057\u305f\u305f\u3081\uff0c\u521d\u671f\u5024\u4f9d\u5b58\u304c\u5927\u304d\u304f\uff0c\u30ed\u30d0\u30b9\u30c8\u6027\u304c\u4f4e\u304b\u3063\u305f\uff0e\u305d\u3053\u3067\u4eca\u56de\u306f\u53d6\u5f97\u3057\u305f\u30de\u30af\u30ed\u753b\u50cf\u3092 3\u6b21\u5143\u7684\u306b\u4e26\u3079MR \u753b\u50cf\u3068\u306e\u59ff\u52e2\u88dc\u6b63\u3092\u884c\u3063\u305f\u5f8c\u306b\uff0c\u30de\u30af\u30ed\u753b\u50cf\u53d6\u5f97\u4f4d\u7f6e\u4ed8\u8fd1\u304b\u3089\u985e\u4f3c\u65ad\u9762\u3092\u63a2\u7d22\u3057\u305f\uff0e\u307e\u305f\uff0c\u88dc\u6b63\u3059\u3079\u304d\u5909\u5f62\u3084\u6b6a\u307f\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u3092\u76ee\u7684\u306b\u5747\u7b49\u306a\u539a\u3055\u3067\u8133\u3092\u5207\u308a\u51fa\u3059\u88c5\u7f6e\u3092\u4f5c\u88fd\u3057\u305f\uff0e\u7d50\u679c\uff0c\u525b\u4f53\u5909\u63db\u3068\u30a2\u30d5\u30a3\u30f3\u5909\u63db\u306b\u3088\u308a\u5b89\u5b9a\u3057\u3066\u30de\u30af\u30ed\u753b\u50cf\u306b\u985e\u4f3c\u3059\u308b MR \u65ad\u9762\u304c\u62bd\u51fa\u3067\u304d\u305f\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\u8133\u306e\u75c5\u7406\u753b\u50cf\u3068MR\u753b\u50cf\u306e\u4f4d\u7f6e\u5408\u308f\u305b\u3092\u884c\u3046\u3068\u3044\u3046\u5185\u5bb9\u3067\u3057\u305f\uff0eMR\u753b\u50cf\u306e\u4f4d\u7f6e\u5408\u308f\u305b\u306f\u533b\u7642\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u7814\u7a76\u5ba4\u3067\u3082\u8ad6\u3058\u3089\u308c\u305f\u4e8b\u304c\u3042\u308a\u307e\u3057\u305f\u304c\uff0c\u3053\u306e\u767a\u8868\u306e\u7d50\u679c\u306f\u7cbe\u5ea6\u304c\u9ad8\u304f\uff0c\u8208\u5473\u304c\u6301\u3066\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 \uff1aCR\uff0c\u81e8\u5e8a\u306e\u6d17\u793c\u3092\u53d7\u3051\u308b<br \/>\n\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u8239\u6a4b\u6b63\u592b<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30c7\u30a3\u30b8\u30bf\u30eb\u30e9\u30b8\u30aa\u30b0\u30e9\u30d5\u30a3\u306e\u9ece\u660e\u671f\u304b\u3089\u672a\u6765<br \/>\nAbstract\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a1987 \u5e74\uff0c\u5927\u962a\u5e9c\u7acb\u75c5\u9662\uff08\u73fe\uff1a\u6025\u6027\u671f\uff65\u7dcf\u5408\u533b\u7642\u30bb\u30f3\u30bf\u30fc\uff09\u306f\uff0c\u4e16\u754c\u521d\u306e\u8a66\u307f\u300c\u4e00\u822c\u64ae\u5f71\u9818\u57df\u306e\u5168\u9762\uff23\uff32\u5316\u300d\u3092\u6c7a\u884c\u3057\u305f\uff0e\u521d\u53f7\u6a5f\u767b\u5834\uff081983 \u5e74 FCR101\uff09\u304b\u3089 4 \u5e74\u76ee\u306e\u3053\u3068\u3067\u3042\u3063\u305f\uff0e\u30a2\u30ca\u30ed\u30b0\u5168\u76db\u306e\u4e2d\uff0c\u7a81\u7136\u660e\u3089\u304b\u306b\u3055\u308c\u305f\u8a08\u753b\u306b\uff0c\u591a\u304f\u306e\u4eba\u304c\u300c\u7121\u8b00\u306a\u8a66\u307f\u300d\u300c\u6642\u671f\u5c1a\u65e9\u300d\u3068\u767a\u8a00\u3057\u305f\uff0e\u300c\u4eca\u304b\u3089\u3067\u3082\u9045\u304f\u306a\u3044\uff0c\u8a08\u753b\u3092\u5909\u3048\u308b\u3079\u304d\u3060\uff01\u300d\u3068\u771f\u5263\u306b\u8acc\u3081\u308b\u4eba\uff0c\u300c\u99ac\u9e7f\u306a\u5974\u3089\u3060\u300d\u3068\u9f3b\u3067\u7b11\u3046\u4eba\u306a\u3069\u591a\u304f\u306e\u8a00\u8449\u304c\u6295\u3052\u304b\u3051\u3089\u308c\u305f\u304c\uff0c\u8ab0\u3082\u300c\u5feb\u6319\u300d\u3068\u306f\u8a00\u308f\u306a\u304b\u3063\u305f\uff0e\u305d\u306e\u5f8c\uff0c\u65e5\u672c\u5168\u56fd\u306f\u3082\u3068\u3088\u308a\u7c73\u56fd\uff0c\u30c9\u30a4\u30c4\u7b49\u304b\u3089\u591a\u304f\u306e\u898b\u5b66\u8005\u304c\u8a2a\u308c\uff0c\u5927\u304d\u306a\u53cd\u97ff\u306e\u4e2d\uff0c\u30c7\u30a3\u30b8\u30bf\u30eb\u6642\u4ee3\u306e\u5e55\u306f\u5207\u3063\u3066\u843d\u3068\u3055\u308c\u305f\uff0e\u5168\u9762 CR \u5316\u306e\u7740\u60f3\uff081985 \u5e74\uff09\u304b\u3089\u88c5\u7f6e\u8a2d\u7f6e\u30fb\u65b0\u75c5\u9662\u958b\u9662\u307e\u3067\u306e 2 \u5e74\u306e\u6e96\u5099\u671f\u9593\u304c\uff0c\u305d\u306e\u5f8c\u306e\u4e00\u822c\u64ae\u5f71\u9818\u57df\u306e\u533b\u7528\u30c7\u30a3\u30b8\u30bf\u30eb\u753b\u50cf\u306e\u65b9\u5411\u6027\u3092\u6c7a\u5b9a\u3057\u305f\u671f\u9593\u3067\u3042\u3063\u305f\u3068\u78ba\u4fe1\u3057\u3066\u3044\u308b\uff0e\u57fa\u672c\u30b3\u30f3\u30bb\u30d7\u30c8\u306f\uff0c\u300c\u30a2\u30ca\u30ed\u30b0\u3067\u3067\u304d\u308b\u3053\u3068\u306f\u5168\u3066\u30c7\u30a3\u30b8\u30bf\u30eb\u3067\u5b9f\u73fe\u3059\u308b\u300d\u3067\u3042\u3063\u305f\uff0e\u6211\u3005\u304c\u4f55\u3092\u691c\u8a0e\u3057\uff0c\u4f55\u3092\u958b\u767a\u3057\uff0c\u305d\u3057\u3066\u300cFCR \u304c\u3069\u306e\u3088\u3046\u306b\u81e8\u5e8a\u306e\u6d17\u793c\u3092\u53d7\u3051\u305f\u304b\u300d\u3092\u304a\u4f1d\u3048\u3059\u308b\uff0e\u305d\u3053\u306b\u306f\u73fe\u5728\u306b\u901a\u3058\u308b\uff0c\u88c5\u7f6e\u958b\u767a\u306b\u53d6\u308a\u7d44\u3080\u6280\u8853\u8005\u3068\uff0c\u81e8\u5e8a\u73fe\u5834\u3067\u60a3\u8005\u306b\u5411\u304b\u3046\u6280\u5e2b\u305f\u3061\u306e\u751f\u306e\u59ff\u304c\u3042\u3063\u305f\u304b\u3089\u3067\u3042\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u306f\u5168\u3066\u304c\u30a2\u30ca\u30ed\u30b0\u3067\u3042\u3063\u305f\u6642\u4ee3\uff0c\u30c7\u30a3\u30b8\u30bf\u30eb\u3067\u30e2\u30ce\u3092\u958b\u767a\u3059\u308b\u4e8b\u306b\u3053\u3060\u308f\u3063\u305f\u7814\u7a76\u3092\u884c\u3063\u305f\u7814\u7a76\u8005\u305f\u3061\u306e\u304a\u8a71\u3067\u3057\u305f\uff0e\u4e16\u9593\u306e\u6d41\u308c\u306b\u9006\u3089\u3044\uff0c\u3042\u308b\u3044\u306f\u5168\u304f\u9055\u3046\u4e8b\u3092\u59cb\u3081\u308b\u4e8b\u304c\uff0c\u9032\u6b69\u306e\u59cb\u307e\u308a\u306a\u306e\u3060\u3068\u5b9f\u611f\u3057\uff0c\u533b\u7642\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u7814\u7a76\u5ba4\u3067\u3082\u3088\u304f\u8a00\u308f\u308c\u3066\u3044\u308b\uff0c\u300c\u3068\u308a\u3042\u3048\u305a\u3084\u3063\u3066\u307f\u308b\u300d\u3092\u3082\u3063\u3068\u5927\u4e8b\u306b\u3057\u3088\u3046\u3068\u611f\u3058\u3055\u305b\u3089\u308c\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n\u53c2\u8003\u6587\u732e<\/p>\n<ul>\n<li>\u7b2c34\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u8ad6\u6587\u96c6CD-ROM<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2015\u5e747\u670830\u65e5\u304b\u30898\u67081\u65e5\u304b\u3051\u3066\u91d1\u6ca2\u6b4c\u5287\u5ea7\u3067\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\uff0c\u7b2c34\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08JAMIT2015\uff09\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u5ee3\u5b89\u6559\u6388\uff0c\u6797\u6cbc(M2)\uff0c\u7530\u4e2d\u90a3\u667a(M1)\u304c\u53c2\u52a0\u3057\uff0c\u4ee5\u4e0b\u306e\u6f14\u984c\u3067\u6797\u6cbc\u304c &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/is.doshisha.ac.jp\/news\/?p=2924\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;JAMIT2015&#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":[9,3],"tags":[],"class_list":["post-2924","post","type-post","status-publish","format-standard","hentry","category-9","category-3"],"_links":{"self":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/posts\/2924","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=2924"}],"version-history":[{"count":0,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/posts\/2924\/revisions"}],"wp:attachment":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2924"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2924"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2924"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}