{"id":168,"date":"2024-08-22T09:10:00","date_gmt":"2024-08-22T00:10:00","guid":{"rendered":"http:\/\/localhost:8080\/achievement\/achievement-paper-2024-025\/"},"modified":"2026-04-29T21:03:08","modified_gmt":"2026-04-29T12:03:08","slug":"presentation-sugimoto-20240822","status":"publish","type":"achievement","link":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/achievement\/presentation-sugimoto-20240822\/","title":{"rendered":"Assessment of Follow-Up for Pulmonary Nodules from Radiology Reports with Natural Language Processing"},"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\">\u80f8\u90e8CT\u306e\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u80ba\u7d50\u7bc0\u306e\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u63a8\u5968\u4f8b\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u62bd\u51fa\u3057\u3001\u5b9f\u969b\u306e\u8a3a\u7642\u8a18\u9332\u3092\u78ba\u8a8d\u3057\u305f\u3068\u3053\u308d\u3001\u4e00\u90e8\u3067\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u304c\u8a18\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u793a\u3055\u308c\u305f\u7814\u7a76\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Keywords<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u3001EHR\u3001\u533b\u7642\u5f93\u4e8b\u8005\u652f\u63f4\u3001\u80ba\u7d50\u7bc0<\/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\">\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u306f\u653e\u5c04\u7dda\u79d1\u533b\u3068\u4f9d\u983c\u533b\u306e\u91cd\u8981\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u624b\u6bb5\u3067\u3042\u308b\u4e00\u65b9\u3001\u591a\u304f\u306f\u81ea\u7531\u8a18\u8f09\u3067\u3042\u308a\u3001\u91cd\u8981\u306a\u6240\u898b\u3084\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u63a8\u5968\u304c\u5341\u5206\u306b\u5bfe\u5fdc\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002\u7279\u306b\u80ba\u7d50\u7bc0\u306e\u3088\u3046\u306a\u6240\u898b\u3067\u306f\u3001\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u306e\u898b\u843d\u3068\u3057\u3084\u9045\u308c\u304c\u60a3\u8005\u30b1\u30a2\u4e0a\u306e\u554f\u984c\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u306b\u8a18\u8f09\u3055\u308c\u305f\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u63a8\u5968\u304c\u5b9f\u969b\u306b\u9069\u5207\u306b\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u8a55\u4fa1\u3057\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\u306e\u653e\u5c04\u7dda\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306b\u4fdd\u5b58\u3055\u308c\u305f2020\u301c2023\u5e74\u306e\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u306e\u3046\u3061\u3001\u521d\u56de\u80f8\u90e8CT\u30ec\u30dd\u30fc\u30c810,507\u4ef6\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u3067\u306f\u3001\u81e8\u5e8a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u3068\u95a2\u4fc2\u62bd\u51fa\u304b\u3089\u306a\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u7528\u3044\u3066\u30ec\u30dd\u30fc\u30c8\u3092\u69cb\u9020\u5316\u3057\u3001\u80ba\u306b\u95a2\u3059\u308b\u89e3\u5256\u5b66\u7684\u4f4d\u7f6e\u3001\u7d50\u7bc0\u306b\u95a2\u3059\u308b\u753b\u50cf\u6240\u898b\u3001\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u8a18\u8f09\u304c\u95a2\u9023\u3065\u3051\u3089\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u62bd\u51fa\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u62bd\u51fa\u3055\u308c\u305f\u75c7\u4f8b\u306b\u3064\u3044\u3066\u3001\u521d\u56de\u691c\u67fb\u304b\u3089400\u65e5\u4ee5\u5185\u306b\u80f8\u90e8CT\u307e\u305f\u306fPET-CT\u304c\u8ffd\u52a0\u3067\u5b9f\u65bd\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u305f\u3002\u8ffd\u52a0\u753b\u50cf\u691c\u67fb\u304c\u78ba\u8a8d\u3067\u304d\u306a\u304b\u3063\u305f\u75c7\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001\u4e00\u90e8\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u62bd\u51fa\u3057\u3001\u533b\u5e2b\u304c\u96fb\u5b50\u30ab\u30eb\u30c6\u3092\u624b\u52d5\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u8a3a\u7642\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\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\">10,507\u4ef6\u306e\u521d\u56de\u80f8\u90e8CT\u30ec\u30dd\u30fc\u30c8\u306e\u3046\u3061\u30011,501\u4ef6\u300114.3%\u304c\u300c\u80ba\u7d50\u7bc0\u306e\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u63a8\u5968\u30ec\u30dd\u30fc\u30c8\u300d\u3068\u5206\u985e\u3055\u308c\u305f\u3002\u305d\u306e\u3046\u3061958\u4ef6\u300163.8%\u3067\u306f400\u65e5\u4ee5\u5185\u306b\u8ffd\u52a0\u306e\u80f8\u90e8CT\u307e\u305f\u306fPET-CT\u304c\u884c\u308f\u308c\u3066\u304a\u308a\u3001\u9069\u5207\u306b\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u3055\u308c\u305f\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3068\u5224\u65ad\u3055\u308c\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3001\u8ffd\u52a0\u753b\u50cf\u691c\u67fb\u304c\u78ba\u8a8d\u3067\u304d\u306a\u304b\u3063\u305f543\u4ef6\u304b\u308942\u4ef6\u3092\u30e9\u30f3\u30c0\u30e0\u62bd\u51fa\u3057\u3066\u96fb\u5b50\u30ab\u30eb\u30c6\u3092\u30ec\u30d3\u30e5\u30fc\u3057\u305f\u3068\u3053\u308d\u300117\u4ef6\u300140.5%\u3067\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u306b\u95a2\u3059\u308b\u8a18\u9332\u304c\u78ba\u8a8d\u3067\u304d\u305a\u3001\u9069\u5207\u306a\u7ba1\u7406\u304c\u884c\u308f\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u53ef\u80fd\u6027\u304c\u793a\u3055\u308c\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\">\u3053\u306e\u7814\u7a76\u306f\u3001\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u306b\u8a18\u8f09\u3055\u308c\u305f\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u63a8\u5968\u304c\u8a3a\u7642\u904e\u7a0b\u3067\u898b\u843d\u3068\u3055\u308c\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u7528\u3044\u3066\u5bfe\u8c61\u30ec\u30dd\u30fc\u30c8\u3092\u62bd\u51fa\u3057\u3001\u5b9f\u969b\u306e\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u306f\u3001\u653e\u5c04\u7dda\u79d1\u533b\u3068\u4f9d\u983c\u533b\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u6539\u5584\u3084\u3001\u60a3\u8005\u30b1\u30a2\u306e\u5b89\u5168\u6027\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\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\">\u672c\u7814\u7a76\u3067\u306f\u507d\u9670\u6027\u4f8b\u3092\u6b63\u78ba\u306b\u306f\u8a55\u4fa1\u3067\u304d\u3066\u3044\u306a\u3044\u3002\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u8a18\u8f09\u3092\u3082\u3068\u306b\u80ba\u7d50\u7bc0\u75c7\u4f8b\u3092\u62bd\u51fa\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u60aa\u6027\u306e\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u7d50\u7bc0\u3067\u3042\u3063\u3066\u3082\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u8a18\u8f09\u304c\u306a\u3044\u5834\u5408\u306b\u306f\u62bd\u51fa\u3055\u308c\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u4eca\u5f8c\u306f\u3001\u80ba\u7d50\u7bc0\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u30ec\u30dd\u30fc\u30c8\u306e\u8a73\u7d30\u306a\u5206\u6790\u3092\u884c\u3044\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6539\u5584\u3092\u9032\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3088\u308b\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u306e\u80ba\u7d50\u7bc0\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u8a55\u4fa1<\/p>\n","protected":false},"featured_media":32,"template":"","achievement_type":[6],"achievement_keyword":[7,23,24],"fiscal_year":[32],"class_list":["post-168","achievement","type-achievement","status-publish","has-post-thumbnail","hentry","achievement_type-presentations","achievement_keyword-7","achievement_keyword-23","achievement_keyword-24","fiscal_year-32"],"_links":{"self":[{"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement\/168","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:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/media\/32"}],"wp:attachment":[{"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/media?parent=168"}],"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=168"},{"taxonomy":"achievement_keyword","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement_keyword?post=168"},{"taxonomy":"fiscal_year","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/fiscal_year?post=168"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}