{"id":15,"date":"2022-10-06T16:46:07","date_gmt":"2022-10-06T07:46:07","guid":{"rendered":"https:\/\/sociocom.naist.jp\/nlp-crest\/?page_id=15"},"modified":"2025-07-17T13:59:39","modified_gmt":"2025-07-17T04:59:39","slug":"data-driven-drug-exploration","status":"publish","type":"page","link":"https:\/\/sociocom.naist.jp\/nlp-crest\/","title":{"rendered":"\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u306e\u6df1\u5316\u306b\u3088\u308b\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u63a2\u85ac\u00a0"},"content":{"rendered":"\t\t
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\u00a0<\/span><\/strong>\u6211\u3005\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u7528\u3044\u3066\u533b\u85ac\u54c1\u306e\u65b0\u305f\u306a\u4f7f\u7528\u6cd5\u306e\u63a2\u7d22<\/span>\u3092\u884c\u306a\u3063\u3066\u3044\u307e\u3059\n<\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u00a0<\/span><\/strong>NLP\u63a2\u85ac\uff1a\u5f93\u6765\u306f\u56f0\u96e3\u3067\u3042\u3063\u305f\u5927\u898f\u6a21\u306a\u96fb\u5b50\u30ab\u30eb\u30c6\u30fb\u30c6\u30ad\u30b9\u30c8\u306e\u9061\u53ca\u7684\u8abf\u67fb\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3088\u3063\u3066\u81ea\u52d5\u5316\u3057\u3001\u6709\u52b9\u306a\u85ac\u5264\u306e\u7d44\u307f\u5408\u308f\u305b\uff08\u30b7\u30ca\u30b8\u30fc\u52b9\u679c\uff09\u3084\u4e88\u671f\u305b\u306c\u526f\u4f5c\u7528\uff08\u6709\u5bb3\u4e8b\u8c61\uff09\uff0c\u3055\u3089\u306b\u306f\u9069\u5fdc\u62e1\u5927\u306b\u7e4b\u304c\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u3044\u307e\u3059\uff0e\n<\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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NLP\u63a2\u85ac\u306e\u4ed5\u7d44\u307f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u533b\u85ac\u54c1\u306b\u95a2\u3059\u308b\u60c5\u5831\u3068\u306f\uff0c\u7a81\u304d\u8a70\u3081\u308c\u3070\u300c\u3042\u308b\u85ac\u5264\uff08\u307e\u305f\u306f\u85ac\u5264\u306e\u7d44\u307f\u5408\u308f\u305b\uff09\u306e\u6295\u4e0e\u306b\u3088\u3063\u3066\uff0c\u7279\u5b9a\u306e\u30a4\u30d9\u30f3\u30c8\u304c\u767a\u751f\u3057\u305f\u304b\u3069\u3046\u304b\u300d\u3068\u3044\u3046\u60c5\u5831\u306e\u84c4\u7a4d\u306b\u4ed6\u306a\u308a\u307e\u305b\u3093\uff0e\u305f\u3068\u3048\u3070\uff0c\u3042\u308b\u85ac\u5264X\u304c\u75c7\u72b6A\u306b\u52b9\u679c\u304c\u3042\u308b\u3068\u3055\u308c\u308b\u5834\u5408\uff0c\u305d\u308c\u306fX\u3092\u6295\u4e0e\u3055\u308c\u305f\u60a3\u8005\u7fa4\u3068\u6295\u4e0e\u3055\u308c\u3066\u3044\u306a\u3044\u7fa4\u3068\u306e\u9593\u3067\uff0c\u75c7\u72b6A\u306e\u767a\u751f\u983b\u5ea6\u306b\u7d71\u8a08\u7684\u306a\u5dee\u304c\u8a8d\u3081\u3089\u308c\u305f\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\uff0e<\/span>\u3053\u306e\u3088\u3046\u306a\u60c5\u5831\u306f\uff0c\u6642\u9593\u7d4c\u904e\u306b\u4f34\u3046\u30a4\u30d9\u30f3\u30c8\u306e\u767a\u751f\u5272\u5408\u3092\u53ef\u8996\u5316\u3059\u308b\u300c\u30ab\u30d7\u30e9\u30f3\u30de\u30a4\u30e4\u30fc\u56f3\u300d\u3068\u3057\u3066\u8868\u73fe\u3055\u308c\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\uff0e\u3053\u306e\u65b9\u6cd5\u306f\uff0c\u81e8\u5e8a\u8a66\u9a13\u3084\u89b3\u5bdf\u7814\u7a76\u306e\u57fa\u672c\u5f62\u3068\u3057\u3066\u5e83\u304f\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3059\uff0e
<\/span><\/p>

\u3057\u304b\u3057\uff0c\u73fe\u5b9f\u306e\u533b\u7642\u73fe\u5834\u3067\u306f\uff0c\u8907\u96d1\u306a\u554f\u3044\u304c\u65e5\u3005\u751f\u307e\u308c\u3066\u3044\u307e\u3059\uff0e\u305f\u3068\u3048\u3070\uff0c\u300c\u6297\u304c\u3093\u5264X\u306f\u9ad8\u3044\u52b9\u679c\u3092\u793a\u3059\u4e00\u65b9\u3067\uff0c\u526f\u4f5c\u7528A\u3092\u5f15\u304d\u8d77\u3053\u3059\u304c\uff0c\u4f75\u7528\u85acY\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\u305d\u306e\u526f\u4f5c\u7528\u3092\u8efd\u6e1b\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u300d\u3068\u3044\u3063\u305f\u554f\u3044\u3067\u3059\uff0e\u3053\u306e\u3088\u3046\u306a\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u306f\uff0cX\u3068Y\u3092\u4f75\u7528\u3057\u305f\u7fa4\u3068X\u306e\u307f\u3092\u6295\u4e0e\u3057\u305f\u7fa4\u3092\u6bd4\u8f03\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e<\/span>\u305f\u3060\u3057\uff0c\u3053\u3053\u3067\u554f\u984c\u3068\u306a\u308b\u306e\u306f\uff0c\u4e21\u7fa4\u306e\u60a3\u8005\u80cc\u666f\u304c\u4e00\u81f4\u3057\u3066\u3044\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u3068\u3044\u3046\u70b9\u3067\u3059\uff0e\u305f\u3068\u3048\u3070\uff0c\u91cd\u75c7\u5ea6\u306e\u9ad8\u3044\u60a3\u8005\u306bY\u304c\u591a\u304f\u6295\u4e0e\u3055\u308c\u3066\u3044\u308b\u5834\u5408\uff0cX+Y\u7fa4\u3068X\u306e\u307f\u7fa4\u3068\u3067\u516c\u5e73\u306a\u6bd4\u8f03\u304c\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\uff0e\u3053\u3046\u3057\u305f\u4ea4\u7d61\u56e0\u5b50\u306e\u5f71\u97ff\u3092\u6392\u9664\u3059\u308b\u305f\u3081\u306b\uff0c\u7d71\u8a08\u7684\u306a\u300c\u75ab\u5b66\u7684\u8abf\u6574\u300d\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u304c\uff0c\u3053\u306e\u8abf\u6574\u306e\u7d50\u679c\uff0c\u6bd4\u8f03\u53ef\u80fd\u306a\u75c7\u4f8b\u6570\u304c\u5927\u5e45\u306b\u6e1b\u5c11\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\uff0e\u3057\u305f\u304c\u3063\u3066\uff0c\u3053\u3046\u3057\u305f\u6bd4\u8f03\u7814\u7a76\u3092\u6210\u7acb\u3055\u305b\u308b\u305f\u3081\u306b\u306f\uff0c\u521d\u671f\u6bb5\u968e\u3067\u5927\u91cf\u306e\u60a3\u8005\u30c7\u30fc\u30bf\u3092\u78ba\u4fdd\u3059\u308b\u5fc5\u8981\u304c\u751f\u3058\u307e\u3059\uff0e<\/span><\/p>

\u3055\u3089\u306b\u96e3\u3057\u3044\u306e\u306f\uff0c\u300cX\u306e\u526f\u4f5c\u7528\u3092\u6700\u3082\u6291\u3048\u308bY\u3092\u63a2\u7d22\u3057\u305f\u3044\u300d\u3068\u3044\u3063\u305f<\/span>\u30aa\u30fc\u30d7\u30f3\u30af\u30a8\u30b9\u30c1\u30e7\u30f3\u578b<\/b>\u306e\u554f\u3044\u3067\u3059\uff0e\u3053\u306e\u7a2e\u306e\u554f\u984c\u306b\u5bfe\u3057\u3066\u306f\uff0c\u524d\u5411\u304d\u306e\u81e8\u5e8a\u8a66\u9a13\uff08RCT\uff09\u3092\u5b9f\u65bd\u3059\u308b\u306b\u306f\uff0c\u7d44\u307f\u5408\u308f\u305b\u306e\u6570\u304c\u81a8\u5927\u3068\u306a\u308a\uff0c\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff0e\u4e00\u65b9\uff0c\u96fb\u5b50\u30ab\u30eb\u30c6\u306b\u8a18\u9332\u3055\u308c\u305f\u5b9f\u81e8\u5e8a\u306e\u30c7\u30fc\u30bf\uff08\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\uff09\u3092\u6d3b\u7528\u3059\u308c\u3070\uff0c\u7406\u8ad6\u4e0a\uff0c\u5f8c\u308d\u5411\u304d\u8abf\u67fb\u306b\u3088\u3063\u3066\u5e83\u7bc4\u306a\u4eee\u8aac\u691c\u8a3c\u304c\u53ef\u80fd\u3067\u3059\uff0e\u3057\u304b\u3057\u305d\u306e\u305f\u3081\u306b\u306f\uff0c\u81ea\u7531\u8a18\u8ff0\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u300c\u30a4\u30d9\u30f3\u30c8\u767a\u751f\u300d\u3092\u62bd\u51fa\u3057\uff0c\u80cc\u666f\u8abf\u6574\u3092\u542b\u3080\u75ab\u5b66\u7684\u89e3\u6790\u3092\u884c\u3046\u3068\u3044\u3046\u8907\u96d1\u306a\u51e6\u7406\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\uff0e<\/span><\/p>

\u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\uff0c\u79c1\u305f\u3061\u306f<\/span>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306b\u3088\u308b\u81ea\u52d5\u62bd\u51fa\u6280\u8853<\/b>\u3068<\/span>\u75ab\u5b66\u7684\u8abf\u6574\u306e\u534a\u81ea\u52d5\u5316<\/b>\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cNLP\u63a2\u85ac\u300d\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\uff0e\u3053\u308c\u306b\u3088\u308a\uff0c\u5927\u898f\u6a21\u306a\u96fb\u5b50\u30ab\u30eb\u30c6\u30c6\u30ad\u30b9\u30c8\u306b\u8a18\u9332\u3055\u308c\u305f\u60c5\u5831\u304b\u3089\uff0c\u6709\u52b9\u306a\u85ac\u5264\u306e\u7d44\u307f\u5408\u308f\u305b\uff0c\u526f\u4f5c\u7528\u306e\u8efd\u6e1b\uff0c\u3042\u308b\u3044\u306f\u9069\u5fdc\u62e1\u5927\u306e\u53ef\u80fd\u6027\u3068\u3044\u3063\u305f\u591a\u69d8\u306a\u77e5\u898b\u3092\uff0c\u52b9\u7387\u7684\u304b\u3064\u540c\u6642\u306b\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\uff0e<\/span>\u672c\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\uff0c\u7279\u5b9a\u306e\u4eee\u8aac\u306b\u4f9d\u5b58\u305b\u305a\uff0c\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u3067\u533b\u85ac\u54c1\u60c5\u5831\u3092\u63a2\u7d22\u30fb\u691c\u8a3c\u3067\u304d\u308b\u67d4\u8edf\u6027\u304c\u3042\u308b\u305f\u3081\uff0c\u4eca\u5f8c\u306e\u5275\u85ac\u7814\u7a76\u3084\u526f\u4f5c\u7528\u8efd\u6e1b\u6226\u7565\u306b\u65b0\u305f\u306a\u9053\u3092\u958b\u304f\u3082\u306e\u3068\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\uff0e<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3088\u308b\u6709\u5bb3\u4e8b\u8c61\u30b7\u30b0\u30ca\u30eb\u306e\u81ea\u52d5\u62bd\u51fa\u3068\u52b9\u679c\u691c\u8a3c\u306e\u534a\u81ea\u52d5\u5316<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\uff08Natural Language Processing; NLP\uff09\u3092\u7528\u3044\u3066\u3001\u6709\u5bb3\u4e8b\u8c61\u306e\u767a\u751f\u30b7\u30b0\u30ca\u30eb\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u3059\u308b\u6280\u8853\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u52a0\u3048\u3001\u7d71\u8a08\u7684\u306a\u4ea4\u7d61\u8abf\u6574\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u533b\u85ac\u54c1\u306e\u52b9\u679c\u691c\u8a3c\u3092\u534a\u81ea\u52d5\u3067\u5b9f\u65bd\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/span><\/p>

\u30c4\u30fc\u30eb\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u69cb\u6210
<\/b>\u3053\u306e\u300cNLP\u63a2\u85ac\u300d\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4ee5\u4e0b\u306e3\u8981\u7d20\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\uff1a<\/span><\/p>

  1. \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/b>\uff1a\u96fb\u5b50\u30ab\u30eb\u30c6\u306e\u81ea\u7531\u8a18\u8ff0\u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073DPC\uff08Diagnosis Procedure Combination\uff09\u30c7\u30fc\u30bf\u7b49\u304b\u3089\u69cb\u6210<\/span>
    <\/span><\/li>
  2. \u8a00\u8a9e\u51e6\u7406<\/b>\uff1a\u30c6\u30ad\u30b9\u30c8\u89e3\u6790\u6280\u8853\uff08\u5948\u826f\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66\uff08NAIST\uff09\u30b0\u30eb\u30fc\u30d7\u304c\u958b\u767a\uff09<\/span>
    <\/span><\/li>
  3. \u75ab\u5b66\u7684\u8abf\u6574<\/b>\uff1a\u7d71\u8a08\u7684\u56e0\u679c\u63a8\u8ad6\u306b\u57fa\u3065\u304f\u52b9\u679c\u691c\u8a3c\uff08\u6771\u4eac\u5927\u5b66\u30b0\u30eb\u30fc\u30d7\u304c\u958b\u767a\uff09<\/span>
    <\/span><\/li><\/ol>

    \u306a\u304a\u30011. \u306e\u533b\u7642\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u305d\u306e\u3082\u306e\u306f\u975e\u516c\u958b\u3067\u3059\u304c\u30012. \u306e\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u306f\u3001<\/span>MedTXTNER<\/b><\/a>\u00a0\u3068\u3044\u3046\u30c4\u30fc\u30eb\u3068\u3057\u3066\u4e00\u822c\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

    \n\t\t\t\t
    \n\t\t\t\t\t

    \u6210\u679c\u3068\u9069\u7528\u53ef\u80fd\u6027<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
    \n\t\t\t\t
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    \u672c\u7814\u7a76\u3067\u63d0\u6848\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\uff0c<\/span>\u57fa\u672c\u7684\u306b\u3042\u3089\u3086\u308b\u7a2e\u985e\u306e\u60a3\u8005\u60c5\u5831\u306e\u62bd\u51fa\u306b\u9069\u7528\u53ef\u80fd\u3067\u3042\u308a\uff0c\u7406\u8ad6\u4e0a\u306f\u3069\u306e\u3088\u3046\u306a\u60c5\u5831\u3067\u3082\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff0e<\/span>\u7279\u306b\uff0c<\/span>\u96fb\u5b50\u30ab\u30eb\u30c6<\/b>\u304c\u60c5\u5831\u6e90\u3067\u3042\u308b\u70b9\u306b\u7740\u76ee\u3059\u308b\u3068\uff0c\u96fb\u5b50\u30ab\u30eb\u30c6\u306b\u3057\u304b\u8a18\u8f09\u3055\u308c\u306a\u3044\u53ef\u80fd\u6027\u306e\u3042\u308b\u60c5\u5831\u306e\u62bd\u51fa\u306b\u6d3b\u7528\u3059\u308b\u306e\u304c\uff0c\u3088\u308a\u6709\u52b9\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\uff0e<\/span>\u305f\u3068\u3048\u3070\uff0c<\/span>\u3080\u304f\u307f<\/b>\u3084<\/span>\u3057\u3073\u308c<\/b>\u3068\u3044\u3063\u305f\u611f\u899a\u75c7\u72b6\u306f\uff0c\u753b\u50cf\u3084\u691c\u67fb\u5024\u304b\u3089\u306f\u628a\u63e1\u3057\u3065\u3089\u304f\uff0c\u60a3\u8005\u306e\u4e3b\u89b3\u7684\u306a\u8a34\u3048\u3068\u3057\u3066\u96fb\u5b50\u30ab\u30eb\u30c6\u306e\u81ea\u7531\u8a18\u8ff0\u306b\u8a18\u9332\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3042\u308a\u307e\u3059\uff0e\u3053\u3046\u3057\u305f\u8a18\u8f09\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3088\u3063\u3066\u62bd\u51fa\u3059\u308b\u3053\u3068\u3067\uff0c\u5f93\u6765\u306f\u56f0\u96e3\u3067\u3042\u3063\u305f\u65b0\u305f\u306a\u5206\u6790\u3084\u8abf\u67fb\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\uff0e<\/span><\/p>

    CREST\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u300cNLP\u63a2\u85ac\u300d\u3067\u306f\uff0c\u7279\u306b<\/span>\u304c\u3093\u9818\u57df\u306b\u304a\u3051\u308b\u526f\u4f5c\u7528\u60c5\u5831<\/b>\u306e\u62bd\u51fa\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\uff0c\u7814\u7a76\u3092\u63a8\u9032\u3057\u3066\u3044\u307e\u3059\uff0e<\/span>2024\u5e74\u306bNLP\u63a2\u85ac\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u3067\u304d\u3066\u4ee5\u964d\uff0c\u591a\u304f\u306e\u7814\u7a76\u6210\u679c\u3092\u4e0a\u3052\u3066\u3044\u307e\u3059\uff0e<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

    \n\t\t\t\t
    \n\t\t\t\t\t\t\t\t\t
    \u5bfe\u8c61\u75be\u60a3<\/b><\/td>\u30b8\u30e3\u30fc\u30ca\u30eb<\/strong><\/td>IF<\/strong><\/td>\u66f8\u8a8c\u60c5\u5831<\/strong><\/td><\/tr>
    \u304c\u3093<\/b><\/td>PLOS ONE<\/b><\/td>2.9<\/span><\/td>Yada S, Nishiyama T, Wakamiya S, Kawazoe Y, Imai S, Hori S, Aramaki E*. (2024) Utility analysis and demonstration of real-world clinical texts: A case study on Japanese cancer-related EHRs<\/a>. PLOS ONE 19(9): e0310432.
    <\/span><\/td><\/tr>
    \u6297\u304c\u3093\u5264\u95a2\u9023\u306e\u6709\u5bb3\u4e8b\u8c61\uff08\u672b\u68a2\u795e\u7d4c\u969c\u5bb3\uff0c\u53e3\u5185\u708e\uff0c\u5473\u899a\u7570\u5e38\uff0c\u98df\u6b32\u4e0d\u632f\uff09<\/b><\/td>npj Digital Medicine<\/b><\/td>15.3<\/span><\/td>Kawazoe Y*, Shimamoto K, Seki T, Tsuchiya M, Shinohara E, Yada S, Wakamiya S, Imai S, Hori S, Aramaki E. Post-marketing surveillance of anticancer drugs using natural language processing of electronic medical records<\/a>. npj Digit. Med. 7, 315 (2024).
    <\/span><\/td><\/tr>
    \u6709\u5bb3\u4e8b\u8c61\u691c\u51fa<\/b><\/td>Journal of Medical Internet Research (JMIR)<\/b><\/td>5.8<\/span><\/td>Nishioka S, Watabe S, Yanagisawa Y, Sayama K, Kizaki H, Imai S, Someya M, Taniguchi R, Yada S, Aramaki E, Hori S*. Adverse Event Signal Detection Using Patients\u2019 Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models<\/a>, J Med Internet Res 2024;26:e55794.
    <\/span><\/td><\/tr>
    B\u578b\u809d\u708e<\/b><\/td>Journal of Pharmaceutical Health Care and Sciences<\/b><\/td>1.2<\/span><\/td>Yanagisawa Y, Imai S*, Kizaki H, Hori S. A cross-sectional survey of hepatitis B virus screening in patients who received immunosuppressive therapy for rheumatoid arthritis in Japan<\/a>. J Pharm Health Care Sci 10, 18 (2024). <\/span><\/td><\/tr>
    \u5fc3\u5ba4\u6027\u4e0d\u6574\u8108\u30fb\u5fc3\u505c\u6b62<\/b><\/td>Journal of Infection<\/b><\/td>14.3<\/span><\/td>Mitsuboshi S, Imai S*, Kizaki H, Hori S. Concomitant use of lansoprazole and ceftriaxone is associated with an increased risk of ventricular arrhythmias and cardiac arrest in a large Japanese hospital database<\/a>. J Infect., 2024 Jun 17:106202.<\/span><\/td><\/tr>
    \u4f4e\u30ab\u30eb\u30b7\u30a6\u30e0\u8840\u75c7<\/b><\/td>JCO Clinical Cancer Informatics<\/b><\/td>3.3<\/span><\/td>Ikegami K, Imai S, Yasumuro O, Tsuchiya M, Henmi N, Suzuki M, Hayashi K, Miura C, Abe H, Kizaki H, Funakoshi R, Sato Y, Hori S*. External Validation and Update of the Risk Prediction Model for Denosumab-Induced Hypocalcemia Developed From a Hospital-Based Administrative Database<\/a>. JCO Clinical Cancer Informatics. 2024:8.<\/span><\/td><\/tr>
    \u4e73\u304c\u3093<\/b><\/td>PLOS ONE<\/b><\/td>2.9<\/span><\/td>Watabe S, Watanabe T, Yada S, Aramaki E, Yajima H, Kizaki H, Hori S*. (2024) Exploring a method for extracting concerns of multiple breast cancer patients in the domain of patient narratives using BERT and its optimization by domain adaptation using masked language modeling<\/a>. PLOS ONE 19(9): e0305496.<\/span><\/td><\/tr>
    \u6025\u6027\u814e\u969c\u5bb3<\/b><\/td>Pharmacotherapy<\/b><\/td>2.9<\/span><\/td>Mitsuboshi S, Imai S*, Kizaki H, Hori S. Association between gastroprotective agents and acute kidney injury in patients receiving non-steroidal anti-inflammatory drugs: Analysis of a Japanese hospital-based database<\/a>. Pharmacotherapy.2024 Nov;44(11):851-860.<\/span><\/td><\/tr>
    \u4f4e\u30ab\u30eb\u30b7\u30a6\u30e0\u8840\u75c7<\/b><\/td>Maturitas<\/b><\/td>3.9<\/span><\/td>Kamimura Y, Ikegami K, Imai S, Kizaki H, Hori S*. Exploration of factors affecting denosumab-induced hypocalcemia in male patients with osteoporosis using a hospital-based administrative claims database<\/a>. Maturitas. 108190, December 28, 2024.<\/span><\/td><\/tr>
    \u597d\u4e2d\u7403\u6e1b\u5c11\u75c7\u306e\u56de\u5fa9\u9045\u5ef6\uff08\u81b5\u81d3\u304c\u3093\uff09<\/b><\/td>Journal of Cancer<\/b><\/td>3.3<\/span><\/td>Yoshida N, Imai S, Kawakami K, Yokokawa T, Nakamura M, Aoyama T, Shimizu H, Naito R, Teramae M, Tsuchiya M, Kizaki H, Ozaka M, Sasahira N, Yamaguchi M, Hori S*. Factors Affecting Delayed Recovery from Neutropenia in Patients with Pancreatic Cancer Receiving Gemcitabine plus Nab-Paclitaxel<\/a>. J Cancer 2025; 16(5):1413-1419.
    <\/span><\/td><\/tr>
    \u6709\u5bb3\u4e8b\u8c61\uff08\u524d\u7acb\u817a\u304c\u3093\u5916\u6765\uff09<\/b><\/td>JMIR Cancer<\/b><\/td>3.3<\/span><\/td>Yanagisawa Y, Watabe S, Yokoyama S, Sayama K, Kizaki H, Tsuchiya M, Imai S, Someya M, Taniguchi R, Yada S, Aramaki E, Hori S*. Identifying Adverse Events in Outpatients With Prostate Cancer Using Pharmaceutical Care Records in Community Pharmacies: Application of Named Entity Recognition<\/a>. JMIR Cancer. 2025 Mar 11; 11: e69663.<\/span><\/td><\/tr>
    \u6025\u6027\u814e\u969c\u5bb3<\/b><\/td>Pharmacoepidemiology and Drug Safety<\/b><\/td>2.4<\/span><\/td>Mitsuboshi S, Imai S*, Tsuchiya M, Kizaki H, Hori S. Accuracy of Diagnostic Coding for Acute Kidney Injury in Japan-Analysis of a Japanese Hospital-Based Database<\/a>. Pharmacoepidemiol Drug Saf. 2025 Apr;34(4):e70146.<\/span><\/td><\/tr>
    \u30a2\u30f3\u30b9\u30e9\u30b5\u30a4\u30af\u30ea\u30f3\u8a98\u767a\u6027\u5fc3\u6bd2\u6027<\/b><\/td>Scientific Reports<\/b><\/td>4.3<\/span><\/td>Kawazoe Y*, Tsuchiya M, Shimamoto K, Seki T, Shinohara E, Yada S, Wakamiya S, Imai S, Aramaki E, Hori S.: Natural language processing of electronic medical records identifies cardioprotective agents for anthracycline induced cardiotoxicity<\/a>. Sci Rep 15, 6678 (2025). <\/span><\/td><\/tr>
    \u9ad8\u8840\u5727\uff08\u30c1\u30ed\u30b7\u30f3\u30ad\u30ca\u30fc\u30bc\u963b\u5bb3\u85ac\u95a2\u9023\uff09<\/b><\/td>Cancer Reports<\/b><\/td>1.5<\/span><\/td>Nakanishi S, Ikegami K, Imai S, Kizaki H, Hori S*. Incidence Status and Factors Associated With Tyrosine Kinase Inhibitor-Induced Hypertension in Patients With Renal Cell Carcinoma<\/a>. Cancer Rep (Hoboken). 2025 May;8(5):e70219.<\/span><\/td><\/tr>
    \u4f4e\u30ab\u30eb\u30b7\u30a6\u30e0\u8840\u75c7\uff08\u30c7\u30ce\u30b9\u30de\u30d6\u95a2\u9023\uff09<\/b><\/td>Biological and Pharmaceutical Bulletin<\/b><\/td>1.7<\/span><\/td>Ikegami K, Tsuchiya M, Imai S, Fujita Y, Yasumuro O, Kizaki H, Funakoshi R, Sato Y, Hori S*. Validation of Risk Prediction System for Denosumab-Induced Hypocalcemia with an External Clinical Dataset<\/a>. Biol Pharm Bull. 2025;48(6):860-863.<\/span><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    \u533b\u7642\u8a00\u8a9e\u51e6\u7406\u57fa\u76e4\u306e\u958b\u767a<\/span><\/h1>

    NAIST\u30b0\u30eb\u30fc\u30d7<\/span><\/p>

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    \u82e5\u5bae \u7fd4\u5b50\u30fb<\/span>\u5948\u826f\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66\u30fb\u5148\u7aef\u79d1\u5b66\u6280\u8853\u7814\u7a76\u79d1\u30fb\u51c6\u6559\u6388<\/span><\/span><\/p>

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    \u897f\u5c71 \u667a\u5f18<\/span>\u30fb\u5948\u826f\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66\u30fb\u5148\u7aef\u79d1\u5b66\u6280\u8853\u7814\u7a76\u79d1\u30fb\u52a9\u6559<\/span><\/p>

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    \u85e4\u7267 \u8cb4\u5b50\u30fb\u5948\u826f\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66\u30fb\u5148\u7aef\u79d1\u5b66\u6280\u8853\u7814\u7a76\u79d1\u30fb\u535a\u58eb\u7814\u7a76\u54e1<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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    \u6728\u5d0e \u901f\u4eba\u30fb\u6176\u61c9\u7fa9\u587e\u5927\u5b66\u85ac\u5b66\u90e8\u30fb\u533b\u85ac\u54c1\u60c5\u5831\u5b66\u8b1b\u5ea7\u30fb\u52a9\u6559<\/span><\/p>

    \u91d1 \u502b\u57fa\u30fb\u6176\u61c9\u7fa9\u587e\u5927\u5b66\u85ac\u5b66\u90e8\u30fb\u5275\u85ac\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u30fb\u6559\u6388<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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    \n\t\t\t\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
    \n\t\t\t\t
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    <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
    \n\t\t\t\t
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    FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    \n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tQ\uff1aNLP\u63a2\u85ac\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\uff0c\u5546\u7528\u5229\u7528\u53ef\u80fd\u3067\u3057\u3087\u3046\u304b\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

    A\uff1a\u4e00\u90e8\uff0c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u516c\u958b\u3057\u3066\u3044\u308b\u90e8\u5206\u306f\u516c\u958b\u53ef\u80fd\u3067\u3059\uff0e<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

    \n\t\t\t\t\t
    \n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tQ\uff1a\u4e73\u304c\u3093\u306e\u30d0\u30a4\u30aa\u30de\u30fc\u30ab\u767a\u898b\u306a\u3069\uff0c\u3069\u306e\u3088\u3046\u306a\u7814\u7a76\u306b\u3067\u3082\u4f7f\u3048\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

    A\uff1a\u539f\u7406\u7684\u306b\u306f\u53ef\u80fd\u3067\u3059\uff0e\u3057\u304b\u3057\uff0cNLP\u63a2\u85ac\u306f\uff0c\u96fb\u5b50\u30ab\u30eb\u30c6\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u6280\u8853\u3092\u30d9\u30fc\u30b9\u3068\u3057\u3066\u304a\u308a\uff0c\u305d\u3082\u305d\u3082\uff0c\u96fb\u5b50\u30ab\u30eb\u30c6\u30c6\u30ad\u30b9\u30c8\u306b\u5b58\u5728\u3057\u306a\u3044\u60c5\u5831\u3092\u6349\u3048\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\uff0e\u3057\u305f\u304c\u3063\u3066\uff0c\u3042\u3089\u3086\u308b\u7814\u7a76\u306b\u9069\u7528\u53ef\u80fd\u3067\u3059\u304c\uff0c\u5f97\u3089\u308c\u308b\u60c5\u5831\u306e\u4fe1\u983c\u6027\u306f\u7528\u9014\u306b\u4f9d\u5b58\u3057\u307e\u3059\uff0e<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

    \n\t\t\t\t\t
    \n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tQ\uff1a\u5927\u304d\u306a\u75c5\u9662\u3067\u306a\u3044\u3068\u3053\u306e\u3088\u3046\u306a\u7814\u7a76\u306f\u96e3\u3057\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

    A\uff1a\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u65b9\u304c\u52b9\u679c\u304c\u5927\u304d\u3044\u3068\u306f\u601d\u3044\u307e\u3059\u304c\uff0c\u3069\u306e\u3088\u3046\u306a\u898f\u6a21\u3067\u3082\u5b9f\u65bd\u53ef\u80fd\u3067\u3059\uff0e<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

    \n\t\t\t\t\t\t
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    <\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
    \n\t\t\t\t
    \n\t\t\t\t\t\t\t
    \n\t\t\t\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
    \n\t\t\t\t\t\t
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    News<\/h5>
    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
    \n\t\t\t\t\t\t
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    \n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

    \u00a0\u6211\u3005\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u7528\u3044\u3066\u533b\u85ac\u54c1\u306e\u65b0\u305f\u306a\u4f7f\u7528\u6cd5\u306e\u63a2\u7d22\u3092\u884c\u306a\u3063\u3066\u3044\u307e\u3059 \u00a0NLP\u63a2\u85ac\uff1a\u5f93\u6765\u306f\u56f0\u96e3\u3067\u3042\u3063\u305f\u5927\u898f\u6a21\u306a\u96fb\u5b50\u30ab\u30eb\u30c6\u30fb\u30c6\u30ad\u30b9\u30c8\u306e\u9061\u53ca\u7684\u8abf\u67fb\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3088\u3063\u3066\u81ea\u52d5\u5316\u3057\u3001\u6709\u52b9\u306a\u85ac\u5264\u306e\u7d44\u307f\u5408\u308f\u305b\uff08\u30b7\u30ca\u30b8\u30fc\u52b9\u679c\uff09\u3084\u4e88\u671f… <\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_theme","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"_links":{"self":[{"href":"https:\/\/sociocom.naist.jp\/nlp-crest\/wp-json\/wp\/v2\/pages\/15"}],"collection":[{"href":"https:\/\/sociocom.naist.jp\/nlp-crest\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sociocom.naist.jp\/nlp-crest\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sociocom.naist.jp\/nlp-crest\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/sociocom.naist.jp\/nlp-crest\/wp-json\/wp\/v2\/comments?post=15"}],"version-history":[{"count":125,"href":"https:\/\/sociocom.naist.jp\/nlp-crest\/wp-json\/wp\/v2\/pages\/15\/revisions"}],"predecessor-version":[{"id":481,"href":"https:\/\/sociocom.naist.jp\/nlp-crest\/wp-json\/wp\/v2\/pages\/15\/revisions\/481"}],"wp:attachment":[{"href":"https:\/\/sociocom.naist.jp\/nlp-crest\/wp-json\/wp\/v2\/media?parent=15"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}