{"id":2395,"date":"2014-07-26T00:00:24","date_gmt":"2014-07-25T15:00:24","guid":{"rendered":"http:\/\/www.is.doshisha.ac.jp\/news\/?p=2395"},"modified":"2014-07-26T00:00:24","modified_gmt":"2014-07-25T15:00:24","slug":"%e7%ac%ac33%e5%9b%9e%e3%81%ab%e6%9c%ac%e5%8c%bb%e7%94%a8%e7%94%bb%e5%83%8f%e5%b7%a5%e5%ad%a6%e4%bc%9a%e5%a4%a7%e4%bc%9a%e3%80%90%e5%9b%bd%e5%86%85%e5%ad%a6%e4%bc%9a%e3%80%91","status":"publish","type":"post","link":"https:\/\/is.doshisha.ac.jp\/news\/?p=2395","title":{"rendered":"\u7b2c33\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\u3010\u56fd\u5185\u5b66\u4f1a\u3011"},"content":{"rendered":"

\u30002014\u5e747\u670824\u65e5\u304b\u308926\u65e5\u304b\u3051\u3066\u6771\u4eac\u6148\u6075\u4f1a\u533b\u79d1\u5927\u5b66\u3067\u958b\u50ac<\/span>\u3055\u308c\u307e\u3057\u305f\u3001\u7b2c33\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08<\/span>JAMIT2014\uff09\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\u3002<\/span>\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u5ee3\u5b89\u6559\u6388\u3001\u6797\u6cbc(M1)\u304c\u53c2\u52a0\u3057\u3001<\/span>\u6797\u6cbc\u304c\u4ee5\u4e0b\u306e\u6f14\u984c\u30671\u520630\u79d2\u306e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u304a\u3088\u3073\u30dd\u30b9\u30bf\u30fc<\/span>\u767a\u8868\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/span>

\u300c<\/span>\u30c6\u30af\u30b9\u30c1\u30e3\u89e3\u6790\u3092\u7528\u3044\u305f\u5185\u8996\u93e1\u753b\u50cf\u306b\u304a\u3051\u308b\u65e9\u671f\u80c3\u764c\u306e\u8a55\u4fa1\u624b\u6cd5\u306e<\/span>\u691c\u8a0e\u300d<\/span>
\u6797\u6cbc \u52dd\u5229\uff0c \u5c71\u672c\u8a69\u5b50\uff0c\u5e02\u5ddd\u5bdb\uff0c\u516b\u6728\u4fe1\u660e\uff0c\u5ee3\u5b89\u77e5\u4e4b<\/span>

\u3000\u4eca\u5e74\u306eJAMIT2014\u306e\u30c6\u30fc\u30de\u304c\u300c<\/span>\u533b\u7528\u753b\u50cf\u5de5\u5b66\u3068\u81e8\u5e8a\u73fe\u5834\u3068\u306e\u5fdc\u7528\u300d\u3067\u3042\u3063\u305f\u305f\u3081\uff0c<\/span>\u5b9f\u969b\u306b\u81e8\u5e8a\u5b9f\u9a13\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u7814\u7a76\u306e\u767a\u8868\u3084\u533b\u5e2b\u306e\u65b9\u304b\u3089\u898b\u305f\u533b\u5de5<\/span>\u9023\u643a\u306e\u304a\u8a71\u304c\u3042\u308a\uff0c\u523a\u6fc0\u7684\u306a3\u65e5\u9593\u3068\u306a\u308a\u307e\u3057\u305f\uff0e<\/span>\u79c1\u306f\u4eca\u56de2\u56de\u76ee\u306e\u5b66\u4f1a\u767a\u8868\u3067\u3042\u3063\u305f\u305f\u3081\uff0c<\/span>\u524d\u56de\u306e\u767a\u8868\u3088\u308a\u3082\u843d\u3061\u3064\u3044\u3066\u8aac\u660e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\uff0e<\/span>\u79c1\u3068\u4f3c\u305f\u3088\u3046\u306a\u7814\u7a76\u3092\u3055\u308c\u3066\u3044\u308b\u65b9\u3082\u304a\u3089\u308c\uff0c<\/span>\u7814\u7a76\u306b\u95a2\u3057\u3066\u69d8\u3005\u306a\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u3044\u305f\u3060\u304f\u3053\u3068\u3082\u3067\u304d\u307e\u3057\u305f\uff0e<\/span>\u3053\u306e\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u53c2\u8003\u306b\u4eca\u5f8c\u3082\u7814\u7a76\u306b\u52b1\u3093\u3067\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<\/span>
\u3000\u6700\u5f8c\u306b\u306a\u308a\u307e\u3059\u304c\u3001<\/span>\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<\/span>\u4e16\u8a71\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u5834\u3092\u304a\u501f\u308a\u3057\u3066\u5fa1\u793c\u7533\u3057\u4e0a\u3052\u307e\u3059\u3002<\/span>
\n\u3010\u6587\u8cac\uff1aM1\u6797\u6cbc\u3011<\/span>
\n 
\n\"DSC00078\"<\/a> \"DSC00086\"<\/a>
\n
\n\u5b66\u4f1a\u53c2\u52a0\u5831\u544a\u66f8<\/strong><\/p>\n\n\n\n\n\n\n\n\n\n\n
\u00a0<\/strong>
\n\u5831\u544a\u8005\u6c0f\u540d<\/strong><\/td>\n		 
\n\u6797\u6cbc\u52dd\u5229<\/td>\n<\/tr>\n
\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n\u30c6\u30af\u30b9\u30c1\u30e3\u89e3\u6790\u3092\u7528\u3044\u305f\u5185\u8996\u93e1\u753b\u50cf\u306b\u304a\u3051\u308b\u65e9\u671f\u80c3\u764c\u306e\u8a55\u4fa1\u624b\u6cd5\u306e\u691c\u8a0e<\/td>\n<\/tr>\n
\u767a\u8868\u8ad6\u6587\u82f1\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\nEvaluation Method for Early Gastric Cancer in Endoscopic Image Using Texture Analysis<\/td>\n<\/tr>\n
\u8457\u8005<\/strong><\/td>\n\u6797\u6cbc\u52dd\u5229\u3000\u5c71\u672c\u8a69\u5b50\u3000\u5e02\u5ddd\u5bdb\u3000\u516b\u6728\u4fe1\u660e\u3000\u5ee3\u5b89\u77e5\u4e4b<\/td>\n<\/tr>\n
\u4e3b\u50ac<\/strong><\/td>\n\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a<\/td>\n<\/tr>\n
\u8b1b\u6f14\u4f1a\u540d<\/strong><\/td>\n\u7b2c33\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a<\/td>\n<\/tr>\n
\u4f1a\u5834<\/strong><\/td>\n\u6771\u4eac\u6148\u6075\u4f1a\u533b\u79d1\u5927\u5b66<\/td>\n<\/tr>\n
\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n2014\/07\/24-2014\/07\/26<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 
\n 
\n1. \u8b1b\u6f14\u4f1a\u306e\u8a73\u7d30
\n2014\/07\/24\u304b\u30892014\/07\/26\u306b\u304b\u3051\u3066\uff0c\u6771\u4eac\u6148\u6075\u4f1a\u533b\u79d1\u5927\u5b66\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u7b2c33\u56de\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u5927\u4f1a\uff08JAMIT2014\uff09\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u3053\u306eJAMIT2014\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\u533b\u7528\u753b\u50cf\u5de5\u5b66\u3068\u81e8\u5e8a\u73fe\u5834\u306e\u9023\u643a\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\u304c\u53c2\u52a0\u3055\u308c\u307e\u3057\u305f\uff0e
\n 
\n2. \u7814\u7a76\u767a\u8868
\n2.1. \u767a\u8868\u6982\u8981
\n\u79c1\u306f\u30dd\u30b9\u30bf\u30fc\u5c55\u793a\u767a\u8868\u306b\u3066\u767a\u8868\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u306e\u5f62\u5f0f\u306f24\u65e5\u306b1\u520630\u79d2\u306e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff0c\u304a\u3088\u307325\u65e5\u306b1\u6642\u9593\u7a0b\u5ea6\u306e\u30dd\u30b9\u30bf\u30fc\u8aac\u660e\u3092\u884c\u3044\u307e\u3057\u305f\uff0e
\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\u306b\u304a\u3051\u308b\u65e9\u671f\u80c3\u764c\u306e\u9032\u5c55\u7bc4\u56f2\u306e\u8a55\u4fa1\u3092\u884c\u3046\u624b\u6cd5\u306e\u691c\u8a0e\u3092\u884c\u3044\u307e\u3057\u305f\uff0e\u4ee5\u4e0b\u306b\u6284\u9332\u3092\u8a18\u8f09\u81f4\u3057\u307e\u3059\uff0e<\/p>\n\n\n\n
\u73fe\u5728\uff0c\u5185\u8996\u93e1\u3092\u7528\u3044\u3066\u65e9\u671f\u80c3\u764c\u306e\u6cbb\u7642\u3092\u884c\u3046\u969b\uff0c\u533b\u5e2b\u306f\u80c3\u306e\u7c98\u819c\u306e\u6a21\u69d8\u3084\u5fae\u5c0f\u8840\u7ba1\u306e\u8d70\u884c\u72b6\u614b\u3092\u89b3\u5bdf\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u6b63\u5e38\u90e8\u4f4d\u3068\u75c5\u5909\u90e8\u4f4d\u306e\u5224\u65ad\u3092\u3057\u3066\u3044\u308b\uff0e\u3057\u304b\u3057\uff0c\u6b63\u5e38\u90e8\u4f4d\u304b\u3089\u75c5\u5909\u90e8\u4f4d\u306b\u304b\u3051\u3066\u306e\u5909\u5316\u306e\u69d8\u5b50\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u6307\u6a19\u306f\u5b58\u5728\u3057\u3066\u3044\u306a\u3044\uff0e\u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f\uff0cNBI\u4f75\u7528\u62e1\u5927\u5185\u8996\u93e1\u3067\u64ae\u5f71\u3055\u308c\u305f\u753b\u50cf\u306b\u5bfe\u3057\u3066\u30c6\u30af\u30b9\u30c1\u30e3\u89e3\u6790\u3092\u884c\u3046\u3053\u3068\u306b\u3088\u308a\uff0c\u5909\u5316\u306e\u69d8\u5b50\u3092\u5b9a\u91cf\u7684\u306b\u793a\u3059\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\uff0e\u672c\u624b\u6cd5\u3067\u306f\uff0cwindow\u3092\u8d70\u67fb\u3057\u3066\u540c\u6642\u751f\u8d77\u884c\u5217\u3088\u308a6\u7a2e\u985e\uff0c\u30e9\u30f3\u30ec\u30f3\u30b0\u30b9\u884c\u5217\u3088\u308a5\u7a2e\u985e\u306e\u7279\u5fb4\u91cf\u3092\u6c42\u3081\u308b\uff0e\u6b21\u306b\uff0c\u6b63\u5e38\u90e8\u4f4d\u3068\u75c5\u5909\u90e8\u4f4d\u3067\u6700\u3082\u6709\u610f\u5dee\u306e\u3042\u308b\u7279\u5fb4\u91cf\u3092\u3082\u3068\u306b\u7b49\u9ad8\u7dda\u3092\u63cf\u753b\u3057\u305f\uff0e\u307e\u305f\uff0c\u8907\u6570\u306e\u7279\u5fb4\u91cf\u306e\u7d71\u5408\u3092\u884c\u3044\uff0c\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u5909\u5316\u306e\u69d8\u5b50\u3092\u793a\u3057\u305f\uff0e\u305d\u306e\u7d50\u679c\uff0c\u7b49\u9ad8\u7dda\u3092\u63cf\u753b\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u6b63\u5e38\u90e8\u4f4d\u3068\u75c5\u5909\u90e8\u4f4d\u306e\u5883\u754c\u7dda\u304c\u5f97\u3089\u308c\uff0c\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306b\u3088\u308a\u75c5\u5909\u90e8\u4f4d\u306e\u5909\u5316\u306e\u69d8\u5b50\u304c\u793a\u3055\u308c\u305f\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 
\n2.2. \u8cea\u7591\u5fdc\u7b54
\n\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
\n 
\n\u30fb\u8cea\u554f\u5185\u5bb9<\/strong>1<\/strong>
\n\u8cea\u554f\u8005\u306e\u6c0f\u540d\u3092\u63a7\u3048\u640d\u306d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u304c\uff0c\u300c\u9032\u5c55\u7bc4\u56f2\u306e\u8a3a\u65ad\u3067\u306f\u306a\u304f\uff0c\u6df1\u9054\u5ea6\u306e\u8a3a\u65ad\u304c\u91cd\u8981\u3067\u306f\u306a\u3044\u306e\u304b\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\uff0c\u300c\u533b\u5e2b\u306e\u65b9\u304b\u3089Demarcation Line\u5468\u8fba\u306e\u5b9a\u91cf\u7684\u306a\u8a55\u4fa1\u304c\u3067\u304d\u308b\u3068\u3044\u3044\u3068\u306e\u8a71\u3092\u3046\u304b\u304c\u3063\u3066\u3044\u308b\u300d\u3068\u56de\u7b54\u3044\u305f\u3057\u307e\u3057\u305f\uff0e
\n 
\n\u30fb\u8cea\u554f\u5185\u5bb9<\/strong>2<\/strong>
\n\u5c71\u53e3\u5927\u5b66\u306e\u6728\u6238\u5148\u751f\u3088\u308a\uff0c\u300c\u95a2\u5fc3\u9818\u57df\u306f\u3069\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u306e\u304b\u300d\u3068\u306e\u8cea\u554f\u3092\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\u300c\u753b\u50cf\u5185\u8996\u93e1\u5168\u4f53\u3092\u95a2\u5fc3\u9818\u57df\u306b\u3057\u3066\u3044\u308b\u300d\u3068\u56de\u7b54\u3044\u305f\u3057\u307e\u3057\u305f\uff0e
\n 
\n\u30fb\u8cea\u554f\u5185\u5bb9<\/strong>3<\/strong>
\n\u8cea\u554f\u3068\u3044\u3046\u3088\u308a\u306f\u52a9\u8a00\u3067\u3059\u304c\uff0c\u6ecb\u8cc0\u770c\u7acb\u5927\u5b66\u306e\u7551\u4e2d\u5148\u751f\u3088\u308a\u300c\u52b4\u529b\u3092\u3044\u3068\u308f\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u5dee\u5206\u7d71\u8a08\u91cf\u306a\u3069\u4ed6\u306b\u3082\u7279\u5fb4\u91cf\u306f\u3044\u308d\u3044\u308d\u3068\u3042\u308b\u306e\u3067\u8a66\u3057\u3066\u307f\u3066\u306f\u3069\u3046\u304b\uff1f\u300d\u3068\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff0e
\n 
\n2.3. \u611f\u60f3
\n\u4eca\u56de\u306f\u521d\u3081\u3066\u306e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3067\u3057\u305f\uff0e\u601d\u3063\u305f\u4ee5\u4e0a\u306b\u591a\u304f\u306e\u4eba\u304c\u30dd\u30b9\u30bf\u30fc\u306b\u96c6\u307e\u3063\u3066\u304f\u3060\u3055\u308a\uff0c\u6709\u610f\u7fa9\u306a\u8b70\u8ad6\u304c\u3067\u304d\u305f\u3068\u601d\u3044\u307e\u3059\uff0e\u307e\u305f\uff0c\u79c1\u3068\u540c\u69d8\u306e\u7814\u7a76\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\uff0c\u4eca\u5f8c\u306e\u7814\u7a76\u304c\u697d\u3057\u307f\u3068\u306a\u308a\u307e\u3057\u305f\uff0e\u3057\u304b\u3057\uff0c\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u306f\u3042\u307e\u308a\u4e0a\u624b\u306b\u3067\u304d\u305f\u3068\u306f\u3044\u3048\u305a\uff0c\u4eca\u5f8c\u81ea\u5206\u306e\u7814\u7a76\u3092\u624b\u77ed\u306b\u4f1d\u3048\u308b\u7df4\u7fd2\u3092\u3057\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u3044\u306a\u3068\u601d\u3044\u307e\u3057\u305f\uff0e
\n 
\n3. \u8074\u8b1b
\n\u4eca\u56de\u306e\u8b1b\u6f14\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e3\u4ef6\u306e\u767a\u8868\u3092\u8074\u8b1b\u3057\u307e\u3057\u305f\uff0e
\n <\/p>\n\n\n\n
\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u533b\u5de5\u9023\u643a\u306e\u96e3\u3057\u3055\uff0d\u81ea\u8eab\u306e10\u5e74\u306e\u7d4c\u9a13\u304b\u3089\uff0d
\n\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u6797\u3000\u79c0\u6a39
\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u3000SY2\uff1a\u533b\u30fb\u5de5\u9023\u643a
\nAbstract\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u00a0\u300c\u533b\u5de5\u9023\u643a\u3092\u4e00\u3064\u5c4b\u6839\u306e\u4e0b\u3067\u300d\u3092\u8b33\u3044\u6587\u53e5\u306b\u3001\u306a\u3093\u306e\u5de5\u5b66\u7684\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3082\u6301\u305f\u306a\u3044\u3001\u6839\u3063\u304b\u3089\u306e\u6d88\u5316\u5668\u5916\u79d1\u533b\u304c\u4e00\u4eba\u3001\u7a81\u7136\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u96c6\u56e3\u306e\u4e2d\u306b\u653e\u308a\u8fbc\u307e\u308c\u305f\uff01\u4e00\u4f53\u3053\u3053\u3067\u81ea\u5206\u306b\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\uff1f\u6700\u521d\u306b\u7acb\u3061\u306f\u3060\u304b\u3063\u305f\u601d\u60f3\u306e\u58c1\u3002\u533b\u5de5\u5b66\u3063\u3066\u4f55\uff1f\u81e8\u5e8a\u5bb6\u306f\u5e38\u306b\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u4e2d\u3092\u8ffd\u3044\u6c42\u3081\u308b\u3002\u306a\u3093\u3067\u4eba\u306e\u4f53\u306b\u3053\u3093\u306a\u3053\u3068\u304c\u8d77\u3053\u308b\u306e\u304b\uff1f\u3053\u3093\u306a\u6cbb\u7642\u3092\u3057\u305f\u3089\u3001\u3069\u3046\u5909\u308f\u308b\u306e\u304b\uff1f\u305d\u306e\u508d\u3089\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u9054\u306f\u3072\u305f\u3059\u3089\u81ea\u5206\u305f\u3061\u306e\u6301\u3066\u308b\u6280\u8853\u3092\u5f79\u7acb\u3066\u3089\u308c\u308b\u533b\u7642\u306e\u30b7\u30fc\u30f3\u3092\u63a2\u3057\u7d9a\u3051\u3066\u3044\u308b\u3002\u4e2d\u3005\u898b\u3064\u304b\u3089\u306a\u3044\u4e21\u8005\u306e\u4ea4\u70b9\u3002\u305d\u3093\u306a\u4e2d\u3067\u3001\u660e\u308b\u3044\u9053\u7b4b\u3092\u793a\u3057\u3066\u304f\u308c\u305f\u306e\u306f\u3001\u79c1\u306e\u5143\u306b\u96c6\u307e\u3063\u3066\u304f\u308c\u305f\u5b66\u751f\u9054\u3060\u3063\u305f\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u3053\u306e\u767a\u8868\u306f\u533b\u5e2b\u306e\u5074\u304b\u3089\u898b\u305f\u533b\u5de5\u9023\u643a\u306b\u95a2\u3059\u308b\u304a\u8a71\u3067\u3057\u305f\uff0e\u666e\u6bb5\u3042\u307e\u308a\u805e\u304f\u3053\u3068\u306e\u306a\u3044\u533b\u5e2b\u306e\u5074\u304b\u3089\u306e\u304a\u8a71\u3092\u805e\u304f\u3053\u3068\u304c\u3067\u304d\uff0c\u4eca\u5f8c\u7814\u7a76\u3057\u3066\u3044\u304f\u3046\u3048\u3067\u533b\u5e2b\u306e\u65b9\u3068\u76f8\u8ac7\u3059\u308b\u969b\u3069\u3046\u3044\u3063\u305f\u70b9\u306b\u6ce8\u610f\u3057\u3066\u3044\u3051\u3070\u3044\u3044\u306e\u304b\u3068\u3066\u3082\u52c9\u5f37\u306b\u306a\u308a\u307e\u3057\u305f\uff0e
\n <\/p>\n\n\n\n
\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1aNBI\u5185\u8996\u93e1\u753b\u50cf\u3092\u7528\u3044\u305f\u65e9\u671f\u80c3\u304c\u3093\u75c5\u5909\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u652f\u63f4\u8a3a\u65ad
\n\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u9577\u898b\u8aed\uff0c\u5f90\u777f\uff0c\u5e73\u91ce\u9756\uff0c\u6728\u6238\u5c1a\u6cbb\uff0c\u963f\u90e8\u6e05\u4e00\u90ce\uff0c\u5742\u672c\u7422\uff0c\u658e\u85e4\u8c4a
\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a OP4\uff1aCAD
\nAbstract\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u5185\u8996\u93e1\u3092\u7528\u3044\u305f\u80c3\u304c\u3093\u8a3a\u65ad\u306b\u306f\uff0c\u75c5\u5909\u90e8\u306e\u8868\u9762\u69cb\u9020\u3068\u8840\u7ba1\u69cb\u9020\u304c\u8003\u616e\u3055\u308c\u308b\uff0eNBI (Narrow Band Imaging) \u3092\u7528\u3044\u305f\u753b\u50cf\u306f\u8840\u7ba1\u3084\u7c98\u819c\u5fae\u7d30\u6a21\u69d8\u304c\u5f37\u8abf\u3055\u308c\uff0c\u75c5\u5909\u90e8\u306e\u8868\u9762\u69cb\u9020\uff0c\u8840\u7ba1\u69cb\u9020\u306e\u8a73\u7d30\u306a\u89b3\u5bdf\u304c\u53ef\u80fd\u3068\u306a\u308b\uff0e\u533b\u5e2b\u306e\u8a3a\u65ad\u3067\u306f\uff0c\u75c5\u5909\u90e8\u3068\u6b63\u5e38\u306a\u7c98\u819c\u3092\u6bd4\u8f03\u3057\u306a\u304c\u3089\u884c\u3046\u304c\uff0c\u76ee\u8996\u306b\u3088\u308b\u8a3a\u65ad\u306b\u306f\u5b9a\u91cf\u7684\u306a\u5224\u65ad\u57fa\u6e96\u304c\u5b58\u5728\u3057\u306a\u3044\u305f\u3081\uff0c\u533b\u5e2b\u306e\u4e3b\u89b3\u304c\u4ecb\u5728\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\uff0e\u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f\uff0cNBI\u5185\u8996\u93e1\u753b\u50cf\u3092\u7528\u3044\u3066\u75c5\u5909\u90e8\u306e\u8868\u9762\u69cb\u9020\uff0c\u8840\u7ba1\u69cb\u9020\u3092\u5b9a\u91cf\u8a55\u4fa1\u3057\uff0c\u816b\u760d\u90e8\u3068\u975e\u816b\u760d\u90e8\u306e2\u30af\u30e9\u30b9\u306b\u5206\u985e\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\uff0e\u5b9f\u9a13\u30c7\u30fc\u30bf\u306b\u306f\u56fd\u7acb\u304c\u3093\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u3067\u64ae\u5f71\u3055\u308c\uff0c\u533b\u5e2b\u306b\u3088\u3063\u3066\u816b\u760d\u90e8\uff0c\u975e\u816b\u760d\u90e8\u306b\u95a2\u5fc3\u9818\u57df\u304c\u8a2d\u5b9a\u3055\u308c\u305f\u80c3NBI\u5185\u8996\u93e1\u753b\u50cf\u3092\u7528\u3044\u305f\uff0e\u5206\u985e\u306e\u305f\u3081\u306e\u7279\u5fb4\u91cf\u306b\u306f\uff0cSIFT (Scale-Invariant Feature Transform) \u7279\u5fb4\u91cf\u3092\u7528\u3044\u305f\uff0eSIFT\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u305f\u7279\u5fb4\u91cf\u306b\u4e3b\u6210\u5206\u5206\u6790(Principal Component Analysis : PCA) \u3092\u884c\u3044\uff0cBag-of-Features\u6cd5\u306b\u3088\u308a\u75c5\u5909\u90e8\u306e\u5206\u985e\u3092\u884c\u3063\u305f\uff0eleave-one-out\u6cd5\u306b\u3088\u308a\u5b9f\u9a13\u3057\u305f\u7d50\u679c\uff0cSIFT\u306e\u5834\u5408\u8b58\u5225\u738782.14%\uff0cSIFT+\u4e3b\u6210\u5206\u5206\u6790\u306e\u5834\u5408\u8b58\u5225\u738783.93%\u3092\u5f97\u305f\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u3053\u306e\u767a\u8868\u3067\u306f\uff0cNBI\u5185\u8996\u93e1\u753b\u50cf\u3092SIFT\u7279\u5fb4\u91cf\u3068BoF\u6cd5\u3092\u7528\u3044\u308b\u3053\u3068\u306b\u3088\u308a\u764c\u30fb\u975e\u764c\u306e\u5206\u985e\u3092\u884c\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u79c1\u3068\u540c\u69d8\u306e\u7814\u7a76\u3092\u884c\u3063\u3066\u304a\u308a\uff0c\u4eca\u5f8c\u306e\u7814\u7a76\u306b\u3068\u3066\u3082\u5f79\u306b\u7acb\u3064\u767a\u8868\u3067\u3057\u305f\uff0e
\n <\/p>\n\n\n\n
\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u5927\u8178Endocytoscopy\u306b\u3088\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u81ea\u52d5\u8a3a\u65ad\u30b7\u30b9\u30c6\u30e0
\n\u8457\u8005\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, \u4e45\u6d25\u5ddd\u8aa0, \u5de5\u85e4\u8c4a\u6a39, \u6797\u6b66\u96c5, \u5bae\u5730\u82f1\u884c, \u77f3\u7530\u6587\u751f, \u4e95\u4e0a\u6674\u6d0b
\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a OP4\uff1aCAD
\nAbstract\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u00a0\u3010\u80cc\u666f\u3011Endocytoscopy (Olympus)\u306f450\u500d\u306e\u8d85\u62e1\u5927\u89b3\u5bdf\u306b\u3088\u308a\u3001\u6d88\u5316\u7ba1\u7c98\u819c\u306b\u304a\u3051\u308b\u7d30\u80de\u6838\u3092\u53ef\u8996\u5316\u3057\u3001\u75c5\u7406\u8a3a\u65ad\u4e88\u6e2c\u3092\u9ad8\u7cbe\u5ea6\u3067\u53ef\u80fd\u3068\u3059\u308b\u6b21\u4e16\u4ee3\u5185\u8996\u93e1\u3067\u3042\u308b\u3002\u4eca\u56de\u3001Endocytoscopy\u753b\u50cf\u306b\u5bfe\u3059\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u81ea\u52d5\u8a3a\u65ad\u30b7\u30b9\u30c6\u30e0(CAD)\u3092\u69cb\u7bc9\u3001\u8a55\u4fa1\u3057\u305f\u3002\u3010\u65b9\u6cd5\u3011\u69cb\u7bc9\u3055\u308c\u305fCAD\u306f\u3001\u5143\u753b\u50cf\u304b\u3089\u306e\u51e6\u7406\u9818\u57df\u306e\u5207\u308a\u51fa\u3057\u30fbR\u6210\u5206\u753b\u50cf\u3067\u306e\u5927\u6d25\u306e2\u5024\u5316\u30fb\u5404\u7a2e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306b\u3088\u308b\u6838\u306e\u62bd\u51fa\u30fb\u6838\u306e\u7a2e\u3005\u306e\u56e0\u5b50\u8a08\u6e2c\u30fb\u8a3a\u65ad\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3078\u306e\u56e0\u5b50\u8a08\u6e2c\u7d50\u679c\u306e\u4ee3\u5165\u3001\u3068\u3044\u3046\u904e\u7a0b\u3092\u7d4c\u3066\u8a3a\u65ad\u306b\u3044\u305f\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u3002\u8a3a\u65ad\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u6838\u306e\u8af8\u56e0\u5b50\u3068\u75c5\u7406\u8a3a\u65ad\u3068\u306e\u95a2\u9023\u6027\u3092\u591a\u5909\u91cf\u89e3\u6790\u3057\u3066\u4f5c\u6210\u3057\u305f\u3002\u3053\u306eCAD\u306e\u7cbe\u5ea6\u3092\u3001\u5927\u8178Endocytoscopy\u753b\u50cf331\u679a\uff08\u816b\u760d226\u679a, \u975e\u816b\u760d105\u679a\uff09\u3092\u7528\u3044\u3066\u4e88\u5099\u7684\u306b\u8a55\u4fa1\u3057\u305f\u3002\u3010\u7d50\u679c\u3011CAD\u3078\u306e\u753b\u50cf\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u5f8c\u3001\u5168\u4f8b\u3067\u77ac\u6642\u306e\u75c5\u7406\u8a3a\u65ad\u4e88\u6e2c\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u53ef\u80fd\u3060\u3063\u305f\u3002\u816b\u760d\/\u975e\u816b\u760d\u306e\u9451\u5225\u8a3a\u65ad\u80fd\u306f\u611f\u5ea682%, \u7279\u7570\u5ea693%, \u6b63\u8a3a\u738789%\u3067\u3042\u3063\u305f\u3002\u3010\u7d50\u8ad6\u3011Endocytoscopy\u3092\u7528\u3044\u305fCAD\u306f\u5341\u5206\u306a\u8a3a\u65ad\u7cbe\u5ea6\u304c\u3042\u308a\u3001\u81e8\u5e8a\u5fdc\u7528\u3078\u306e\u53ef\u80fd\u6027\u304c\u793a\u3055\u308c\u305f\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u3053\u306e\u767a\u8868\u3067\u306f\uff0cEndocytoscopy\u753b\u50cf\u306b\u304a\u3051\u308b\u816b\u760d\u30fb\u975e\u816b\u760d\u306e\u8b58\u5225\u3092\u884c\u3063\u3066\u3044\u307e\u3057\u305f\uff0e\u8457\u8005\u306f\u533b\u5e2b\u3067\u3042\u308a\uff0c\u63d0\u6848\u3055\u308c\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u969b\u306e\u81e8\u5e8a\u73fe\u5834\u3067\u4f7f\u308f\u308c\u3066\u3044\u3066\u9762\u767d\u305d\u3046\u306a\u7814\u7a76\u3067\u306f\u3042\u3063\u305f\u306e\u3067\u3059\u304c\uff0c\u30b7\u30b9\u30c6\u30e0\u306e\u8a73\u7d30\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u308f\u304b\u3089\u305a\u6b8b\u5ff5\u3067\u3057\u305f\uff0e
\n 
\n\u53c2\u8003\u6587\u732e
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