{"id":331,"date":"2025-11-14T17:30:00","date_gmt":"2025-11-14T08:30:00","guid":{"rendered":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wordpress\/?post_type=achievement&#038;p=331"},"modified":"2026-04-28T19:01:52","modified_gmt":"2026-04-28T10:01:52","slug":"presentation-nishijima-20251114","status":"publish","type":"achievement","link":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/achievement\/presentation-nishijima-20251114\/","title":{"rendered":"\u3010\u5b66\u8853\u3011\u4e0d\u78ba\u5b9f\u306a\u8868\u73fe\u3092\u542b\u3080\u80f8\u90e8CT\u30ec\u30dd\u30fc\u30c8\u306b\u5bfe\u3059\u308b\u80ba\u764c\u60a3\u8005\u306e\u81e8\u5e8a\u7684T\u5206\u985e\u3092\u81ea\u52d5\u7684\u306b\u884c\u3046\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u7528\u3044\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u3072\u3068\u3053\u3068\u3067\u8a00\u3046\u3068<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u80ba\u304c\u3093\u60a3\u8005\u306e\u80f8\u90e8CT\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u89e3\u6790\u3057\u3001T\u5206\u985e\u3092\u4ed8\u4e0e\u3067\u304d\u308b\u30ec\u30dd\u30fc\u30c8\u306e\u9078\u5225\u3068T\u5206\u985e\u306e\u81ea\u52d5\u5316\u3092\u76ee\u6307\u3057\u305f\u7814\u7a76\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306a\u305c\u3053\u306e\u7814\u7a76\u3092\u3057\u305f\u306e\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u80ba\u304c\u3093\u306b\u304a\u3051\u308bTNM\u81e8\u5e8a\u5206\u985e\u306f\u6cbb\u7642\u65b9\u91dd\u3092\u6c7a\u3081\u308b\u3046\u3048\u3067\u91cd\u8981\u306a\u60c5\u5831\u3067\u3042\u308b\u304c\u3001\u753b\u50cf\u8a3a\u65ad\u30ec\u30dd\u30fc\u30c8\u306e\u975e\u69cb\u9020\u5316\u3055\u308c\u305f\u8a18\u8f09\u304b\u3089\u624b\u4f5c\u696d\u3067\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u4e8c\u6b21\u5229\u7528\u306e\u969c\u58c1\u3068\u306a\u3063\u3066\u3044\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u753b\u50cf\u8a3a\u65ad\u30ec\u30dd\u30fc\u30c8\u306b\u306f\u78ba\u4fe1\u5ea6\u306e\u4f4e\u3044\u8868\u73fe\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u30011\u3064\u306ecTNM\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u5834\u5408\u304c\u3042\u308b\u3002\u305d\u306e\u305f\u3081\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3088\u308a\u3001\u78ba\u4fe1\u5ea6\u306e\u9ad8\u3044\u60c5\u5831\u3092\u542b\u3080\u30ec\u30dd\u30fc\u30c8\u3092\u9078\u3073\u3001T\u5206\u985e\u3092\u81ea\u52d5\u7684\u306b\u4ed8\u4e0e\u3059\u308b\u4ed5\u7d44\u307f\u304c\u6c42\u3081\u3089\u308c\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3069\u3046\u8abf\u3079\u305f\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u962a\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662\u3067\u80ba\u304c\u3093\u3068\u8a3a\u65ad\u3055\u308c\u3001\u304c\u3093\u767b\u9332\u3055\u308c\u305f\u60a3\u8005\u306e\u3046\u3061\u30012019\u5e741\u6708\u304b\u30892021\u5e7412\u6708\u306b\u64ae\u50cf\u3055\u308c\u305f\u80f8\u90e8CT\u30ec\u30dd\u30fc\u30c8\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u898b\u6b04\u307e\u305f\u306f\u8a3a\u65ad\u6b04\u306b\u80ba\u304c\u3093\u306e\u7591\u3044\u304c\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u3001training set 284\u4ef6\u3001test set 165\u4ef6\u3092\u62bd\u51fa\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30bf\u30b9\u30af\u306f2\u3064\u8a2d\u5b9a\u3055\u308c\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1\u3064\u76ee\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u4ee5\u4e0b\u306e3\u7a2e\u985e\u306b\u5206\u985e\u3059\u308b\u30bf\u30b9\u30af\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Definite\uff1a\u78ba\u4fe1\u5ea6\u306e\u9ad8\u3044\u60c5\u5831\u3092\u542b\u307f\u3001\u6700\u7d42\u7684\u306b1\u3064\u306eT\u5206\u985e\u304c\u4ed8\u4e0e\u53ef\u80fd\u306a\u30ec\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>Possible\uff1a\u539f\u767a\u816b\u760d\u306e\u9032\u5c55\u5ea6\u306b\u95a2\u3059\u308b\u60c5\u5831\u306f\u3042\u308b\u304c\u3001\u4e0d\u78ba\u5b9f\u6027\u306e\u3042\u308b\u60c5\u5831\u306b\u3088\u308aT\u5206\u985e\u30921\u3064\u306b\u7d5e\u308c\u306a\u3044\u30ec\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>N\/A\uff1aT\u5206\u985e\u3092\u4ed8\u3051\u308b\u60c5\u5831\u304c\u542b\u307e\u308c\u306a\u3044\u30ec\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">2\u3064\u76ee\u306f\u3001Definite\u3068\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u5bfe\u8c61\u306b\u3001\u80ba\u304c\u3093\u53d6\u308a\u6271\u3044\u898f\u7d04\u7b2c9\u7248\u306b\u57fa\u3065\u3044\u3066T\u5206\u985e\u3092\u884c\u3046\u30bf\u30b9\u30af\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65b9\u6cd5\u3068\u3057\u3066\u306f\u3001\u904e\u53bb\u306b\u8457\u8005\u3089\u304c\u958b\u767a\u3057\u305f\u6df1\u5c64\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u60c5\u5831\u62bd\u51fa\u30b7\u30b9\u30c6\u30e0\u3001T\u5206\u985e\u306e\u5224\u5b9a\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u3067\u69cb\u9020\u5316\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001T\u5206\u985e\u3092\u884c\u3046\u305f\u3081\u306e\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f55\u304c\u308f\u304b\u3063\u305f\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Definite\u3001Possible\u3001N\/A\u3078\u306e\u5206\u985e\u30bf\u30b9\u30af\u3067\u306f\u3001\u52a0\u91cd\u5e73\u5747F1\u5024\u304ctraining\u30670.964\u3001test\u30670.939\u3067\u3042\u3063\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Definite\u3068\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u5bfe\u8c61\u3068\u3057\u305fT\u5206\u985e\u30bf\u30b9\u30af\u3067\u306f\u3001\u52a0\u91cd\u5e73\u5747F1\u5024\u304ctraining\u30670.936\u3001test\u30670.901\u3067\u3042\u3063\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3088\u3063\u3066Definite\u3068\u6b63\u3057\u304f\u5206\u985e\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u5bfe\u8c61\u306bT\u5206\u985e\u3092\u4e88\u6e2c\u3057\u305f\u5834\u5408\u3001\u52a0\u91cd\u5e73\u5747F1\u5024\u306ftraining\u30670.965\u3001test\u30670.955\u3068\u9ad8\u3044\u6027\u80fd\u3092\u793a\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306a\u305c\u5927\u4e8b\u306a\u306e\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u80f8\u90e8CT\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u80ba\u304c\u3093\u306eT\u5206\u985e\u3092\u624b\u4f5c\u696d\u3067\u62bd\u51fa\u3059\u308b\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u3001\u753b\u50cf\u8a3a\u65ad\u30ec\u30dd\u30fc\u30c8\u306e\u4e8c\u6b21\u5229\u7528\u3092\u9032\u3081\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Definite\u3068\u5206\u985e\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u30b7\u30b9\u30c6\u30e0\u51fa\u529b\u3092\u305d\u306e\u307e\u307e\u5229\u7528\u3057\u3001Possible\u3084N\/A\u3068\u5206\u985e\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u4ed6\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4eba\u624b\u3067\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30b3\u30b9\u30c8\u3068\u7cbe\u5ea6\u306e\u4e21\u7acb\u304c\u671f\u5f85\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6b21\u306b\u76ee\u6307\u3059\u3053\u3068<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u81e8\u5e8a\u4e0b\u3067\u7528\u3044\u308b\u5834\u5408\u306b\u306f\u3001Definite\u3068\u5206\u985e\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u306f\u672c\u30b7\u30b9\u30c6\u30e0\u306eT\u5206\u985e\u3092\u5229\u7528\u3057\u3001Possible\u3084N\/A\u3068\u5206\u985e\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u306f\u4ed6\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4eba\u624b\u3067\u78ba\u8a8d\u3059\u308b\u534a\u81ea\u52d5\u5316\u306e\u904b\u7528\u304c\u60f3\u5b9a\u3055\u308c\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0d\u78ba\u5b9f\u306a\u8868\u73fe\u3092\u542b\u3080\u80f8\u90e8CT\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u80ba\u304c\u3093\u60a3\u8005\u306e\u81e8\u5e8a\u7684T\u5206\u985e\u3092\u81ea\u52d5\u5316\u3059\u308b\u7814\u7a76\u3002<\/p>\n","protected":false},"featured_media":0,"template":"","achievement_type":[6],"achievement_keyword":[13,8,23,24],"fiscal_year":[34],"class_list":["post-331","achievement","type-achievement","status-publish","hentry","achievement_type-presentations","achievement_keyword-ai","achievement_keyword-8","achievement_keyword-23","achievement_keyword-24","fiscal_year-34"],"_links":{"self":[{"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement\/331","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement"}],"about":[{"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/types\/achievement"}],"wp:attachment":[{"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/media?parent=331"}],"wp:term":[{"taxonomy":"achievement_type","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement_type?post=331"},{"taxonomy":"achievement_keyword","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement_keyword?post=331"},{"taxonomy":"fiscal_year","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/fiscal_year?post=331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}