{"id":437,"date":"2026-05-27T11:30:00","date_gmt":"2026-05-27T02:30:00","guid":{"rendered":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wordpress\/?post_type=achievement&p=437"},"modified":"2026-06-15T19:49:59","modified_gmt":"2026-06-15T10:49:59","slug":"presentation-sugimoto-mie2026","status":"publish","type":"achievement","link":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/achievement\/presentation-sugimoto-mie2026\/","title":{"rendered":"Development of a Hybrid Algorithm of Claims Data and EMRs with NLP for Lung Cancer Identification"},"content":{"rendered":"\n

\u3072\u3068\u3053\u3068\u3067\u8a00\u3046\u3068<\/h2>\n\n\n\n

\u30ec\u30bb\u30d7\u30c8\u60c5\u5831\u3060\u3051\u3067\u306f\u898b\u843d\u3068\u3055\u308c\u308b\u80ba\u304c\u3093\u75c7\u4f8b\u3092\u3001\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u306b\u5bfe\u3059\u308bNLP\u89e3\u6790\u3067\u88dc\u5b8c\u3059\u308b\u3053\u3068\u3067\u3001\u75c7\u4f8b\u540c\u5b9a\u306e\u611f\u5ea6\u3092\u9ad8\u3081\u305f\u7814\u7a76\u3002<\/p>\n\n\n\n

Keywords<\/h3>\n\n\n\n

\u533b\u7642\u60c5\u5831DB\u3001EHR\u3001\u533b\u7642\u5f93\u4e8b\u8005\u652f\u63f4\u3001AI\uff08\u6a5f\u68b0\u5b66\u7fd2\uff09\u3001\u81e8\u5e8a\u7814\u7a76\u652f\u63f4<\/p>\n\n\n\n

\u306a\u305c\u3053\u306e\u7814\u7a76\u3092\u3057\u305f\u306e\u304b<\/h2>\n\n\n\n

\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u81e8\u5e8a\u7814\u7a76\u3067\u306f\u3001\u5bfe\u8c61\u3068\u306a\u308b\u60a3\u8005\u96c6\u56e3\u3092\u6b63\u78ba\u306b\u540c\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3042\u308b\u3002
\u3057\u304b\u3057\u3001\u30ec\u30bb\u30d7\u30c8\u30c7\u30fc\u30bf\u306f\u8a3a\u7642\u884c\u70ba\u3084\u51e6\u65b9\u3092\u628a\u63e1\u3057\u3084\u3059\u3044\u4e00\u65b9\u3067\u3001\u8a3a\u65ad\u540d\u306e\u6b63\u78ba\u6027\u3084\u81e8\u5e8a\u7684\u306a\u8a73\u7d30\u60c5\u5831\u306b\u306f\u9650\u754c\u304c\u3042\u308b\u3002
\u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f\u3001\u30ec\u30bb\u30d7\u30c8\u60c5\u5831\u306b\u96fb\u5b50\u30ab\u30eb\u30c6\u5185\u306e\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u60c5\u5831\u3092\u7d44\u307f\u5408\u308f\u305b\u3001NLP\u306b\u3088\u3063\u3066\u80ba\u304c\u3093\u75c7\u4f8b\u3092\u3088\u308a\u6b63\u78ba\u306b\u62bd\u51fa\u3059\u308b\u65b9\u6cd5\u3092\u691c\u8a0e\u3057\u305f\u3002<\/p>\n\n\n\n

\u3069\u3046\u8abf\u3079\u305f\u304b<\/h2>\n\n\n\n

\u5927\u962a\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u30012017\u301c2024\u5e74\u306e\u30ec\u30bb\u30d7\u30c8\u30fbDPC\u30c7\u30fc\u30bf\u3068\u30012016\u301c2024\u5e74\u306e\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u3092\u89e3\u6790\u5bfe\u8c61\u3068\u3057\u305f\u3002
\u307e\u305a\u3001ICD-10\u30b3\u30fc\u30c9C34\u306b\u57fa\u3065\u3044\u3066\u80ba\u304c\u3093\u7591\u3044\u306e\u60a3\u8005\u3092\u62bd\u51fa\u3057\u3001\u65e2\u6cbb\u7642\u4f8b\u3084\u4ed6\u9662\u3067\u8a3a\u65ad\u30fb\u521d\u56de\u6cbb\u7642\u304c\u884c\u308f\u308c\u305f\u75c7\u4f8b\u3092\u9664\u5916\u3057\u305f\u3002
\u6700\u7d42\u7684\u306b2,623\u4f8b\u3092\u89e3\u6790\u5bfe\u8c61\u3068\u3057\u3001\u9662\u5185\u304c\u3093\u767b\u9332\u3092\u6b63\u89e3\u30c7\u30fc\u30bf\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6bd4\u8f03\u3057\u305f\u3002<\/p>\n\n\n\n

    \n
  1. \u30ec\u30bb\u30d7\u30c8\u306e\u307f\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0
    \u80ba\u304c\u3093\u8a3a\u65ad\u30b3\u30fc\u30c9\u5f8c6\u304b\u6708\u4ee5\u5185\u306b\u3001\u624b\u8853\u30fb\u5316\u5b66\u7642\u6cd5\u30fb\u653e\u5c04\u7dda\u6cbb\u7642\u306e\u3044\u305a\u308c\u304b\u306e\u6cbb\u7642\u30b3\u30fc\u30c9\u304c\u3042\u308b\u75c7\u4f8b\u3092\u967d\u6027\u3068\u3057\u305f\u3002<\/li>\n\n\n\n
  2. NLP\u88dc\u5b8c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0
    \u307e\u305a\u30ec\u30bb\u30d7\u30c8\u306e\u307f\u306e\u6761\u4ef6\u3067\u75c7\u4f8b\u3092\u540c\u5b9a\u3057\u3001\u305d\u3053\u3067\u62fe\u3048\u306a\u304b\u3063\u305f\u75c7\u4f8b\u306b\u3064\u3044\u3066\u3001\u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u3092\u6df1\u5c64\u5b66\u7fd2\u30d9\u30fc\u30b9\u306eNLP\u30e2\u30c7\u30eb\u3067\u89e3\u6790\u3057\u305f\u3002
    \u30ec\u30dd\u30fc\u30c8\u5185\u306b\u300c\u80ba\u304c\u3093\u300d\u306b\u95a2\u3059\u308b\u6240\u898b\u304c\u4e00\u5b9a\u4ee5\u4e0a\u306e\u78ba\u304b\u3089\u3057\u3055\u3067\u62bd\u51fa\u3055\u308c\u305f\u5834\u5408\u3001\u8ffd\u52a0\u3067\u967d\u6027\u3068\u5224\u5b9a\u3057\u305f\u3002<\/li>\n<\/ol>\n\n\n\n

    \u4f55\u304c\u308f\u304b\u3063\u305f\u304b<\/h2>\n\n\n\n

    \u30ec\u30bb\u30d7\u30c8\u306e\u307f\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u3001\u611f\u5ea6\u306f92.7%\u3001\u967d\u6027\u7684\u4e2d\u7387\u306f86.0%\u3067\u3042\u3063\u305f\u3002
    \u4e00\u65b9\u3001NLP\u88dc\u5b8c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u3001\u611f\u5ea6\u306f98.5%\u307e\u3067\u4e0a\u6607\u3057\u3001\u30ec\u30bb\u30d7\u30c8\u3060\u3051\u3067\u306f\u898b\u843d\u3068\u3055\u308c\u308b\u75c7\u4f8b\u3092\u8ffd\u52a0\u3067\u62fe\u3048\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f\u3002<\/p>\n\n\n\n

    \u305f\u3060\u3057\u3001NLP\u88dc\u5b8c\u306b\u3088\u308a\u967d\u6027\u7684\u4e2d\u7387\u306f81.6%\u306b\u4f4e\u4e0b\u3057\u305f\u3002
    \u3053\u306e\u4f4e\u4e0b\u306e\u4e00\u56e0\u306f\u3001\u9662\u5185\u304c\u3093\u767b\u9332\u306b\u306f\u542b\u307e\u308c\u306a\u3044\u524d\u6d78\u6f64\u75c5\u5909\u3084\u7d4c\u904e\u89b3\u5bdf\u304c\u5fc5\u8981\u306a\u65e9\u671f\u75c5\u5909\u3092\u3001NLP\u304c\u81e8\u5e8a\u7684\u306b\u91cd\u8981\u306a\u6240\u898b\u3068\u3057\u3066\u691c\u51fa\u3057\u305f\u305f\u3081\u3068\u8003\u3048\u3089\u308c\u305f\u3002<\/p>\n\n\n\n

    \u306a\u305c\u5927\u4e8b\u306a\u306e\u304b<\/h2>\n\n\n\n

    \u3053\u306e\u7814\u7a76\u306f\u3001\u30ec\u30bb\u30d7\u30c8\u30c7\u30fc\u30bf\u3060\u3051\u306b\u4f9d\u5b58\u3057\u305f\u75c7\u4f8b\u62bd\u51fa\u3067\u306f\u3001\u6cbb\u7642\u524d\u30fb\u672a\u6cbb\u7642\u30fb\u65e9\u671f\u6bb5\u968e\u306e\u75c7\u4f8b\u3092\u898b\u9003\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002
    \u653e\u5c04\u7dda\u30ec\u30dd\u30fc\u30c8\u306e\u3088\u3046\u306a\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092NLP\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u81e8\u5e8a\u5b9f\u614b\u306b\u8fd1\u3044\u60a3\u8005\u96c6\u56e3\u3092\u540c\u5b9a\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n\n

    \u307e\u305f\u3001\u9662\u5185\u304c\u3093\u767b\u9332\u3092\u5358\u4e00\u306e\u30b4\u30fc\u30eb\u30c9\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u3059\u308b\u3068\u3001\u81e8\u5e8a\u7684\u306b\u306f\u91cd\u8981\u306a\u524d\u6d78\u6f64\u75c5\u5909\u3084\u7591\u3044\u75c5\u5909\u304c\u300c\u507d\u967d\u6027\u300d\u3068\u6271\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002
    \u305d\u306e\u305f\u3081\u3001\u65e9\u671f\u767a\u898b\u3084\u672a\u767b\u9332\u6bb5\u968e\u306e\u75c5\u614b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u65b0\u3057\u3044\u8a55\u4fa1\u67a0\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u3082\u793a\u5506\u3055\u308c\u305f\u3002<\/p>\n\n\n\n

    \u6b21\u306b\u76ee\u6307\u3059\u3053\u3068<\/h2>\n\n\n\n

    \u672c\u7814\u7a76\u306f\u5358\u65bd\u8a2d\u30fb\u5f8c\u308d\u5411\u304d\u7814\u7a76\u3067\u3042\u308b\u305f\u3081\u3001\u4eca\u5f8c\u306f\u591a\u65bd\u8a2d\u30c7\u30fc\u30bf\u3067\u306e\u5916\u90e8\u691c\u8a3c\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002
    \u307e\u305f\u3001NLP\u3067\u691c\u51fa\u3055\u308c\u305f\u524d\u6d78\u6f64\u75c5\u5909\u3084\u80ba\u304c\u3093\u7591\u3044\u75c7\u4f8b\u306b\u3064\u3044\u3066\u3001\u9577\u671f\u7684\u306b\u8ffd\u8de1\u3057\u3001\u5b9f\u969b\u306b\u6d78\u6f64\u304c\u3093\u3078\u9032\u5c55\u3059\u308b\u30ea\u30b9\u30af\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u6b21\u306e\u8ab2\u984c\u3067\u3042\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    NLP\u3067\u30ec\u30bb\u30d7\u30c8\u3068\u96fb\u5b50\u30ab\u30eb\u30c6\u3092\u3064\u306a\u304e\u3001\u80ba\u304c\u3093\u75c7\u4f8b\u3092\u3088\u308a\u9ad8\u611f\u5ea6\u306b\u898b\u3064\u3051\u308b\u7814\u7a76<\/p>\n","protected":false},"featured_media":0,"template":"","achievement_type":[6],"achievement_keyword":[13,5,7,4,18,24],"fiscal_year":[35],"class_list":["post-437","achievement","type-achievement","status-publish","hentry","achievement_type-presentations","achievement_keyword-ai","achievement_keyword-ehr","achievement_keyword-7","achievement_keyword-db","achievement_keyword-18","achievement_keyword-24","fiscal_year-35"],"_links":{"self":[{"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement\/437","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=437"}],"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=437"},{"taxonomy":"achievement_keyword","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement_keyword?post=437"},{"taxonomy":"fiscal_year","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/fiscal_year?post=437"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}