{"id":438,"date":"2026-05-26T17:00:00","date_gmt":"2026-05-26T08:00:00","guid":{"rendered":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wordpress\/?post_type=achievement&p=438"},"modified":"2026-06-15T20:09:54","modified_gmt":"2026-06-15T11:09:54","slug":"presentation-okada-mie2026","status":"publish","type":"achievement","link":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/achievement\/presentation-okada-mie2026\/","title":{"rendered":"Development and Pilot Evaluation of the Full-Cloud Personal Health Train for Secure Federated Analysis Across Clinical Research Core Hospitals in Japan"},"content":{"rendered":"\n

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

\u96fb\u5b50\u30ab\u30eb\u30c6\u7531\u6765\u306e\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u3092\u5404\u75c5\u9662\u304b\u3089\u5916\u306b\u51fa\u3055\u305a\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u5b89\u5168\u306b\u591a\u65bd\u8a2d\u89e3\u6790\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3092\u65e5\u672c\u306e\u81e8\u5e8a\u7814\u7a76\u4e2d\u6838\u75c5\u9662\u3067\u8a66\u9a13\u7684\u306b\u5b9f\u8a3c\u3057\u305f\u7814\u7a76\u3067\u3059\u3002<\/p>\n\n\n\n

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

\u533b\u7642\u60c5\u5831DB\u3001EHR\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u81e8\u5e8a\u7814\u7a76\u652f\u63f4\u3001\u533b\u7642\u5f93\u4e8b\u8005\u652f\u63f4<\/p>\n\n\n\n

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

\u96fb\u5b50\u30ab\u30eb\u30c6\u306a\u3069\u304b\u3089\u5f97\u3089\u308c\u308b\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u306f\u81e8\u5e8a\u7814\u7a76\u3067\u91cd\u8981\u6027\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u75c5\u9662\u9593\u3067\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u306b\u306f\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30c7\u30fc\u30bf\u62bd\u51fa\u4f5c\u696d\u306e\u8ca0\u62c5\u3068\u3044\u3063\u305f\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u65e5\u672c\u306e\u81e8\u5e8a\u7814\u7a76\u4e2d\u6838\u75c5\u9662\u3067\u306f\u3001\u5171\u901aSQL\u3067\u30c7\u30fc\u30bf\u62bd\u51fa\u3067\u304d\u308bRinchu-Net Database\u304c\u6574\u5099\u3055\u308c\u3066\u3044\u308b\u4e00\u65b9\u3001\u89e3\u6790\u3054\u3068\u306b\u5404\u75c5\u9662\u3078SQL\u3092\u9001\u308a\u3001\u5b9f\u884c\u7d50\u679c\u3092\u56de\u53ce\u3059\u308b\u904b\u7528\u306b\u306f\u7814\u7a76\u8005\u30fb\u30c7\u30fc\u30bf\u7ba1\u7406\u62c5\u5f53\u8005\u53cc\u65b9\u306e\u8ca0\u62c5\u3068\u30c7\u30fc\u30bf\u79fb\u9001\u6642\u306e\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u3001\u5143\u30c7\u30fc\u30bf\u3092\u5404\u65bd\u8a2d\u5185\u306b\u4fdd\u6301\u3057\u305f\u307e\u307e\u89e3\u6790\u3067\u304d\u308b\u30d5\u30eb\u30af\u30e9\u30a6\u30c9\u578b\u306e\u9023\u5408\u89e3\u6790\u57fa\u76e4\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

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

Google Cloud\u4e0a\u306b\u3001\u7814\u7a76\u8005\u304c\u89e3\u6790\u5185\u5bb9\u3092\u4f5c\u6210\u3059\u308b\u300cAnalysis Environment\u300d\u3001\u89e3\u6790\u4f9d\u983c\u3092\u4e2d\u7d99\u3059\u308b\u300cHandler Environment\u300d\u3001\u5404\u75c5\u9662\u5074\u3067\u89e3\u6790\u3092\u5b9f\u884c\u3059\u308b\u300cData Provider Environment\u300d\u304b\u3089\u306a\u308bFull-Cloud Personal Health Train\uff08FC-PHT\uff09\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u89e3\u6790\u30d7\u30ed\u30b0\u30e9\u30e0\u306fDocker\u30b3\u30f3\u30c6\u30ca\u3068\u3057\u3066\u5b9f\u88c5\u3057\u3001Apache Airflow\u3001Google Pub\/Sub\u3001Google Kubernetes Engine\u3001GKE Secrets\u3001ODBC\u306a\u3069\u3092\u7528\u3044\u3066\u3001\u89e3\u6790\u4f9d\u983c\u306e\u914d\u5e03\u3001\u65bd\u8a2d\u5185\u3067\u306e\u5b9f\u884c\u3001\u8a8d\u8a3c\u60c5\u5831\u306e\u5b89\u5168\u306a\u7ba1\u7406\u3001\u7570\u306a\u308b\u75c5\u9662\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u63a5\u7d9a\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u8a66\u9a13\u8a55\u4fa1\u3068\u3057\u3066\u3001\u5927\u962a\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662\u3001\u4eac\u90fd\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662\u3001\u56fd\u7acb\u304c\u3093\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u6771\u75c5\u9662\u306e3\u65bd\u8a2d\u306bFC-PHT\u3092\u5c0e\u5165\u3057\u3001ARNI\u6cbb\u7642\u306b\u95a2\u9023\u3059\u308b\u5fc3\u4e0d\u5168\u30d0\u30a4\u30aa\u30de\u30fc\u30ab\u30fc\u3067\u3042\u308bBNP\u3068NT-proBNP\u306e\u6cbb\u7642\u524d\u5f8c\u306e\u5909\u5316\u3092\u89e3\u6790\u3057\u307e\u3057\u305f\u3002\u6700\u7d42\u89e3\u6790\u3067\u306f\u5bfe\u8c61\u75c7\u4f8b\u6570\u306e\u95a2\u4fc2\u304b\u3089\u5927\u962a\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662\u3068\u4eac\u90fd\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3001ARNI\u958b\u59cb\u524d\u5f8c90\u65e5\u4ee5\u5185\u306e\u6e2c\u5b9a\u5024\u3092\u5bfe\u5fdc\u306e\u3042\u308bt\u691c\u5b9a\u3067\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

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

FC-PHT\u306b\u3088\u308a\u3001\u7269\u7406\u7684\u306a\u30c7\u30fc\u30bf\u79fb\u9001\u3092\u884c\u308f\u305a\u306b\u3001\u5404\u65bd\u8a2d\u306e\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u9023\u5408\u89e3\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3057\u305f\u3002ARNI\u6cbb\u7642\u524d\u5f8c\u306e\u30d0\u30a4\u30aa\u30de\u30fc\u30ab\u30fc\u89e3\u6790\u3067\u306f\u3001BNP\u306f\u4e21\u65bd\u8a2d\u3067\u6709\u610f\u306a\u5909\u5316\u3092\u793a\u3055\u306a\u304b\u3063\u305f\u4e00\u65b9\u3001NT-proBNP\u306f\u5927\u962a\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662\u3001\u4eac\u90fd\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662\u306e\u3044\u305a\u308c\u3067\u3082\u6709\u610f\u306b\u4f4e\u4e0b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001ARNI\u958b\u59cb\u524d\u306bBNP\u3092\u6e2c\u5b9a\u3057\u3066\u3044\u305f\u60a3\u8005\u306e\u591a\u304f\u306f\u3001ARNI\u958b\u59cb\u5f8c\u3082BNP\u6e2c\u5b9a\u3092\u7d99\u7d9a\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001ARNI\u304cBNP\u4ee3\u8b1d\u306b\u5f71\u97ff\u3059\u308b\u305f\u3081NT-proBNP\u306e\u65b9\u304c\u6cbb\u7642\u52b9\u679c\u5224\u5b9a\u306b\u9069\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3001\u3068\u3044\u3046\u65e2\u5b58\u306e\u85ac\u7406\u5b66\u7684\u77e5\u898b\u3068\u6574\u5408\u3059\u308b\u7d50\u679c\u3067\u3057\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\u96fb\u5b50\u30ab\u30eb\u30c6\u7531\u6765\u306e\u6a5f\u5fae\u306a\u533b\u7642\u30c7\u30fc\u30bf\u3092\u5404\u65bd\u8a2d\u304b\u3089\u5916\u306b\u51fa\u3055\u305a\u306b\u3001\u591a\u65bd\u8a2d\u306e\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u7814\u7a76\u3092\u9032\u3081\u3089\u308c\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u60a3\u8005\u306b\u3068\u3063\u3066\u306f\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u3092\u4fdd\u3061\u306a\u304c\u3089\u533b\u7642\u7814\u7a76\u304c\u9032\u3080\u5229\u70b9\u304c\u3042\u308a\u3001\u533b\u7642\u73fe\u5834\u306b\u3068\u3063\u3066\u306f\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u53d7\u3051\u6e21\u3057\u4f5c\u696d\u306e\u8ca0\u62c5\u8efd\u6e1b\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u4f4e\u6e1b\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u4eca\u5f8c\u3001\u65e5\u672c\u306e\u81e8\u5e8a\u7814\u7a76\u4e2d\u6838\u75c5\u9662\u306b\u304a\u3051\u308b\u591a\u65bd\u8a2d\u7814\u7a76\u57fa\u76e4\u3068\u3057\u3066\u3001\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u5e83\u3052\u308b\u571f\u53f0\u306b\u306a\u308a\u5f97\u307e\u3059\u3002<\/p>\n\n\n\n

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

\u4eca\u56de\u306eFC-PHT\u306f\u3001\u5404\u65bd\u8a2d\u5185\u3067\u89e3\u6790\u3092\u5b9f\u884c\u3057\u7d50\u679c\u3092\u5f97\u308b\u5b9f\u73fe\u53ef\u80fd\u6027\u3092\u793a\u3057\u305f\u6bb5\u968e\u3067\u3042\u308a\u3001\u73fe\u6642\u70b9\u3067\u306f\u65bd\u8a2d\u6a2a\u65ad\u7684\u306a\u7d71\u5408\u89e3\u6790\u6a5f\u80fd\u306b\u306f\u8ab2\u984c\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c\u306f\u3001\u591a\u65bd\u8a2d\u306e\u89e3\u6790\u7d50\u679c\u3092\u3088\u308a\u5b9f\u7528\u7684\u306b\u7d71\u5408\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3092\u5f37\u5316\u3057\u3001\u65e5\u672c\u306e\u81e8\u5e8a\u7814\u7a76\u74b0\u5883\u306b\u9069\u3057\u305f\u9023\u5408\u89e3\u6790\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u691c\u8a3c\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u65e5\u672c\u306e\u81e8\u5e8a\u7814\u7a76\u4e2d\u6838\u75c5\u9662\u3067\u5b89\u5168\u306a\u9023\u5408\u89e3\u6790\u3092\u884c\u3046\u30d5\u30eb\u30af\u30e9\u30a6\u30c9\u578bPersonal Health Train\u306e\u958b\u767a\u3068\u8a66\u9a13\u8a55\u4fa1<\/p>\n","protected":false},"featured_media":0,"template":"","achievement_type":[6],"achievement_keyword":[5,19,7,4,18],"fiscal_year":[35],"class_list":["post-438","achievement","type-achievement","status-publish","hentry","achievement_type-presentations","achievement_keyword-ehr","achievement_keyword-19","achievement_keyword-7","achievement_keyword-db","achievement_keyword-18","fiscal_year-35"],"_links":{"self":[{"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement\/438","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=438"}],"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=438"},{"taxonomy":"achievement_keyword","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/achievement_keyword?post=438"},{"taxonomy":"fiscal_year","embeddable":true,"href":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wp-json\/wp\/v2\/fiscal_year?post=438"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}