{"id":663,"date":"2022-04-25T11:00:59","date_gmt":"2022-04-25T02:00:59","guid":{"rendered":"https:\/\/cloudsecurityalliance.jp\/newblog\/?p=663"},"modified":"2022-08-17T17:00:55","modified_gmt":"2022-08-17T08:00:55","slug":"artificial_intelligence_in_healthcare_1","status":"publish","type":"post","link":"https:\/\/cloudsecurityalliance.jp\/newblog\/2022\/04\/25\/artificial_intelligence_in_healthcare_1\/","title":{"rendered":"\u533b\u7642\u306b\u304a\u3051\u308bAI\u5229\u7528\u3068\u30af\u30e9\u30a6\u30c9\uff08\u524d\u7de8\uff09"},"content":{"rendered":"

\u533b\u7642\u306f\u3001\u4eba\u5de5\u77e5\u80fd(AI)\u306e\u6709\u671b\u306a\u5229\u6d3b\u7528\u9818\u57df\u3068\u3057\u3066\u671f\u5f85\u3055\u308c\u3066\u304a\u308a\u3001\u4e16\u754c\u5404\u56fd\u30fb\u5730\u57df\u304c\u7a4d\u6975\u7684\u306a\u7814\u7a76\u958b\u767a\u6295\u8cc7\u3092\u884c\u3063\u3066\u3044\u308b\u3002\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3092\u5229\u7528\u3057\u305fAI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u3084\u3001\u81e8\u5e8a\u73fe\u5834\u5411\u3051\u8a3a\u65ad\u30fb\u6cbb\u7642\u652f\u63f4\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u63d0\u4f9b\u30fb\u904b\u7528\u3082\u62e1\u5927\u3057\u3064\u3064\u3042\u308b\u304c\u3001\u30d0\u30a4\u30a2\u30b9\u3001\u502b\u7406\u3001\u6cd5\u52d9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u3044\u3063\u305f\u30ea\u30b9\u30af\u8ab2\u984c\u3082\u62b1\u3048\u3066\u3044\u308b\u3002<\/p>\n

\u7c73\u56fd\u653f\u5e9c\u304c\u7a4d\u6975\u7684\u306b\u63a8\u9032\u3059\u308b\u533b\u7642AI<\/h4>\n

\u7c73\u56fd\u306e\u533b\u7642\u5206\u91ce\u3067\u306f\u30012019\u5e742\u670811\u65e5\u306b\u5236\u5b9a\u3055\u308c\u305f\u300c\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u5206\u91ce\u306b\u304a\u3051\u308b\u7c73\u56fd\u306e\u512a\u4f4d\u6027\u3092\u7dad\u6301\u3057\u4e00\u5c64\u4fc3\u9032\u3059\u308b\u305f\u3081\u306e\u5927\u7d71\u9818\u4ee4\u300d\u306b\u57fa\u3065\u304d\u3001\u4fdd\u5065\u798f\u7949\u7701(HHS)\u304c\u30012021\u5e741\u6708\u306b\u300c\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u6226\u7565\u300d\u3092\u767a\u8868\u3057\u3001\u30c1\u30fc\u30d5AI\u30aa\u30d5\u30a3\u30b5\u30fc\u5ba4(OCAIO)\u3092\u65b0\u8a2d\u3057\u3066\u3044\u308b\u3002<\/p>\n

\u540c\u6226\u7565\u3067\u306f\u3001AI\u306b\u3064\u3044\u3066\u3001\u300c\u65e5\u5e38\u7684\u306a\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u6d1e\u5bdf\u3092\u5f15\u304d\u51fa\u3057\u3001\u4eba\u9593\u884c\u52d5\u3092\u62e1\u5f35\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001\u901a\u5e38\u306f\u4eba\u9593\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u8981\u6c42\u3059\u308b\u3088\u3046\u306a\u30bf\u30b9\u30af\u3092\u9042\u884c\u3067\u304d\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u306e\u7406\u8ad6\u304a\u3088\u3073\u958b\u767a\u300d\u3068\u5b9a\u7fa9\u3057\u3066\u3044\u308b\u3002\u305d\u306e\u4e0a\u3067\u3001HHS\u306f\u3001\u30a2\u30ab\u30c7\u30df\u30a2\u3084\u7523\u696d\u754c\u3001\u653f\u5e9c\u6a5f\u95a2\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3068\u3082\u306b\u3001AI\u3092\u6d3b\u7528\u3057\u3066\u3001\u7c73\u56fd\u306e\u4eba\u3005\u306e\u5065\u5eb7\u30fb\u30a6\u30a7\u30eb\u30d3\u30fc\u30a4\u30f3\u30b0\u306b\u304a\u3051\u308b\u9032\u5316\u3092\u7d99\u7d9a\u7684\u306b\u5148\u5c0e\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u5f93\u6765\u89e3\u6c7a\u3067\u304d\u306a\u304b\u3063\u305f\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3001\u4fdd\u5065\u798f\u7949\u30b5\u30fc\u30d3\u30b9\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u308f\u305f\u308bAI\u5229\u7528\u306b\u5bfe\u5fdc\u3057\u3001\u90e8\u9580\u3092\u8d8a\u3048\u305f\u4fe1\u983c\u3067\u304d\u308bAI\u63a1\u7528\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3092\u76ee\u6a19\u306b\u63b2\u3052\u3066\u3044\u308b\u3002<\/p>\n

AI\u3092\u5229\u7528\u3057\u305f\u533b\u7642\u6a5f\u5668\u306e\u81e8\u5e8a\u958b\u767a\u306b\u3064\u3044\u3066\u306f\u3001\u7c73\u56fd\u98df\u54c1\u533b\u85ac\u54c1\u5c40(FDA)\u306e\u533b\u7642\u6a5f\u5668\u30fb\u653e\u5c04\u7dda\u4fdd\u5065\u30bb\u30f3\u30bf\u30fc(CDRH)\u5098\u4e0b\u306b\u5275\u8a2d\u3055\u308c\u305f\u30c7\u30b8\u30bf\u30eb\u30d8\u30eb\u30b9\u30fb\u30bb\u30f3\u30bf\u30fc\u30fb\u30aa\u30d6\u30fb\u30a8\u30af\u30bb\u30ec\u30f3\u30b9(DHCoE)\u304c\u30012021\u5e741\u670812\u65e5\u306b\u300c\u4eba\u5de5\u77e5\u80fd\uff0f\u6a5f\u68b0\u5b66\u7fd2\uff08AI\uff0fML\uff09\u30d9\u30fc\u30b9\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30a2\u30ba\u30fb\u30a2\u30fb\u30e1\u30c7\u30a3\u30ab\u30eb\u30c7\u30d0\u30a4\u30b9(SaMD)\u884c\u52d5\u8a08\u753b\u300d\u3092\u767a\u8868\u3057\u3066\u3044\u308b\u3002\u305d\u306e\u4e2d\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6d3b\u52d5\u9805\u76ee\u3092\u63b2\u3052\u3066\u3044\u308b\u3002<\/p>\n

    \n
  1. \u30c6\u30fc\u30e9\u30fc\u30e1\u30a4\u30c9\u306eAI\uff0fML\u30d9\u30fc\u30b9SaMD\u5411\u3051\u898f\u5236\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/li>\n
  2. \u30b0\u30c3\u30c9\u30fb\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30af\u30c6\u30a3\u30b9(GMLP)<\/li>\n
  3. \u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3059\u308b\u6a5f\u5668\u306e\u900f\u660e\u6027\u306a\u3069\u3001\u60a3\u8005\u4e2d\u5fc3\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u4fc3\u9032<\/li>\n
  4. \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30d0\u30a4\u30a2\u30b9\u3068\u5805\u7262\u6027\u306b\u95a2\u3059\u308b\u30ec\u30ae\u30e5\u30e9\u30c8\u30ea\u30fc\u30b5\u30a4\u30a8\u30f3\u30b9\u624b\u6cd5<\/li>\n
  5. \u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9(RWP)<\/li>\n<\/ol>\n

    \u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3057\u3066\u306f\u3001\u300c2.\u30b0\u30c3\u30c9\u30fb\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\uff08GMLP\uff09\u300d\u306e\u53d6\u7d44\u306e\u4e00\u74b0\u3068\u3057\u3066\u3001FDA\u306e\u533b\u7642\u6a5f\u5668\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u5bc6\u63a5\u306b\u9023\u643a\u3057\u306a\u304c\u3089\u8ffd\u6c42\u3059\u308b\u3068\u3057\u3066\u3044\u308b\u3002<\/p>\n

    \u540c\u5e749\u670822\u65e5\u306b\u306f\u3001\u300c\u4eba\u5de5\u77e5\u80fd\uff0f\u6a5f\u68b0\u5b66\u7fd2\uff08AI\uff0fML\uff09\u304c\u53ef\u80fd\u306b\u3057\u305f\u533b\u7642\u6a5f\u5668\u300d\u3092\u767a\u8868\u3057\u3066\u3001FDA\u306e\u627f\u8a8d\u3092\u53d7\u3051\u305fAI\uff0fML\u5229\u7528\u533b\u7642\u6a5f\u5668\u306e\u4e00\u89a7\u8868\u3092\u63b2\u793a\u3057\u3066\u3044\u308b\u3002<\/p>\n

    \u30af\u30e9\u30a6\u30c9\u74b0\u5883\u4e0a\u306e\u533b\u7642AI\u306b\u304a\u3051\u308b\u30d9\u30cd\u30d5\u30a3\u30c3\u30c8\u3068\u30ea\u30b9\u30af<\/h4>\n

    \u3053\u306e\u3088\u3046\u306b\u3001\u5168\u7c73\u30ec\u30d9\u30eb\u3067\u533b\u7642\u306eAI\u5229\u7528\u304c\u9032\u3080\u4e2d\u3001\u30af\u30e9\u30a6\u30c9\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a2\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u30d8\u30eb\u30b9\u30fb\u30a4\u30f3\u30d5\u30a9\u30e1\u30fc\u30b7\u30e7\u30f3\u30fb\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30fb\u30ef\u30fc\u30ad\u30f3\u30b0\u30b0\u30eb\u30fc\u30d7\uff08HIM-WG\uff09\u306f\u30012022\u5e741\u6708\u306b\u300c\u533b\u7642\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u300d\uff08https:\/\/cloudsecurityalliance.org\/artifacts\/artificial-intelligence-in-healthcare\/<\/a>\uff09\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u6587\u66f8\u306f\u3001\u73fe\u5728\u306e\u533b\u7642\u306b\u304a\u3051\u308bAI\u5229\u7528\u306e\u57fa\u790e\u3068\u61f8\u5ff5\u4e8b\u9805\u306e\u5168\u4f53\u50cf\u3092\u3001\u5c06\u6765\u306b\u5411\u3051\u305f\u30ac\u30a4\u30c0\u30f3\u30b9\u3084\u8ab2\u984c\u3001\u4e88\u6e2c\u3068\u3068\u3082\u306b\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002\u305d\u3057\u3066\u3001\u9060\u9694\u533b\u7642\u3001\u8a3a\u65ad\u7ba1\u7406\u3001\u60a3\u8005\u30b1\u30a2\u306a\u3069\u306e\u9818\u57df\u306b\u304a\u3044\u3066\u3001\u533b\u7642\u30b7\u30b9\u30c6\u30e0\u3092\u901a\u3058\u3066\u3001AI\u3084\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u3092\u52b9\u679c\u7684\u306b\u6709\u52b9\u6d3b\u7528\u3067\u304d\u308b\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u4e8b\u4f8b\u3084\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u6cbb\u7642\u624b\u6cd5\u3092\u63d0\u4f9b\u3059\u308b\u3068\u3057\u3066\u3044\u308b\u3002\u307e\u305f\u3001\u502b\u7406\u7684\u8ab2\u984c\u3084\u6cd5\u7684\u8ab2\u984c\u3001AI\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u3092\u4f4e\u6e1b\u3059\u308b\u65b9\u6cd5\u306b\u3082\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u3002<\/p>\n

    \u672c\u6587\u66f8\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u69cb\u6210\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n

      \n
    1. \u30a4\u30f3\u30c8\u30ed\u30c0\u30af\u30b7\u30e7\u30f3<\/li>\n
    2. \u30ed\u30dc\u30c6\u30a3\u30af\u30b9<\/li>\n
    3. \u30ed\u30dc\u30c6\u30a3\u30c3\u30af\u30fb\u30d7\u30ed\u30bb\u30b9\u30fb\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3 (RPA)<\/li>\n
    4. \u8a3a\u65ad\u30fb\u6cbb\u7642\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n
    5. \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u4e88\u6e2c\u5206\u6790<\/li>\n
    6. AI\u3068\u9060\u9694\u533b\u7642<\/li>\n
    7. AI\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9<\/li>\n
    8. COVIT-19\u3068\u306e\u95d8\u3044\u306b\u304a\u3051\u308bAI\u5229\u7528<\/li>\n
    9. \u502b\u7406\u7684\u30fb\u6cd5\u5f8b\u7684\u8ab2\u984c<\/li>\n
    10. AI\u3068\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/li>\n
    11. \u7d50\u8ad6<\/li>\n<\/ol>\n

      \u3053\u306e\u4e2d\u3067\u3001\u6ce8\u76ee\u3055\u308c\u308b\u9818\u57df\u306b\u3001\u624b\u8853\u652f\u63f4\u30ed\u30dc\u30c3\u30c8\u306e\u30c0\u30fb\u30f4\u30a3\u30f3\u30c1\u306b\u4ee3\u8868\u3055\u308c\u308b\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u304c\u3042\u308b\u3002\u4f1d\u7d71\u7684\u306a\u958b\u8179\u624b\u8853\u306f\u3001\u5927\u898f\u6a21\u306a\u5207\u958b\u3092\u901a\u3058\u3066\u30cf\u30f3\u30c9\u30d8\u30eb\u30c9\u6a5f\u5668\u3067\u624b\u8853\u3059\u308b\u5916\u79d1\u533b\u306b\u4f9d\u5b58\u3057\u3066\u304d\u305f\u304c\u3001\u4eca\u65e5\u306e\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306a\u3089\u3001\u6700\u4f4e\u9650\u306e\u4fb5\u8972\u624b\u8853\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30c0\u30fb\u30f4\u30a3\u30f3\u30c1\u624b\u8853\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5c0f\u898f\u6a21\u306a\u5207\u958b\u3092\u5229\u7528\u3057\u305f\u624b\u8853\u3092\u53ef\u80fd\u306b\u3057\u3066\u3001\u56de\u5fa9\u671f\u9593\u306e\u77ed\u7e2e\u3084\u60a3\u8005\u30a2\u30a6\u30c8\u30ab\u30e0\u306e\u6539\u5584\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u305d\u306e\u307b\u304b\u3001Google\u306e\u5171\u540c\u5275\u696d\u8005\u3067\u3042\u308b\u30bb\u30eb\u30b2\u30a4\u30fb\u30d6\u30ea\u30f3\u6c0f\u304c\u30ed\u30dc\u30c3\u30c8\u3092\u5229\u7528\u3057\u3066\u4eba\u53e3\u7d44\u7e54\u4e0a\u3067\u7e2b\u5408\u3057\u305f\u308a\u3001\u30b8\u30e7\u30f3\u30bd\u30f3\u30fb\u30a8\u30f3\u30c9\u30fb\u30b8\u30e7\u30f3\u30bd\u30f3\u304c\u80ba\u304c\u3093\u9818\u57df\u306e\u624b\u8853\u652f\u63f4\u30ed\u30dc\u30c3\u30c8\u4f01\u696d\u306e\u30aa\u30fc\u30ea\u30b9\u3084\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5bfe\u5fdc\u578b\u624b\u8853\u652f\u63f4\u6280\u8853\u4f01\u696d\u306e\u30aa\u30fc\u30bd\u30bf\u30af\u30b7\u30fc\u3092\u8cb7\u53ce\u3057\u305f\u308a\u3059\u308b\u306a\u3069\u3001\u533b\u7642\u30ed\u30dc\u30c3\u30c8\u95a2\u9023\u6280\u8853\u306b\u5bfe\u3059\u308b\u6ce8\u76ee\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3002<\/p>\n

      \u307e\u305f\u3001\u63a1\u8840\u3001\u60a3\u8005\u306e\u30d0\u30a4\u30bf\u30eb\u30b5\u30a4\u30f3\u306e\u30c1\u30a7\u30c3\u30af\u3001\u60a3\u8005\u306e\u885b\u751f\u72b6\u614b\u306e\u30cb\u30fc\u30ba\u306b\u5bfe\u3059\u308b\u30b1\u30a2\u306a\u3069\u3001\u533b\u7642\u30b9\u30bf\u30c3\u30d5\u304c\u62b1\u3048\u308b\u5927\u91cf\u306e\u5b9a\u578b\u696d\u52d9\u3092\u3001\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u81ea\u52d5\u5316\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u6280\u8853\u304c\u9032\u5316\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u3088\u308a\u591a\u304f\u306e\u696d\u52d9\u3092\u72ec\u7acb\u3057\u3066\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u5c06\u6765\u7684\u306b\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u7ba1\u7406\u696d\u52d9\u3084\u5b9a\u578b\u696d\u52d9\u3092\u884c\u3046\u4e00\u65b9\u3001\u533b\u7642\u5c02\u9580\u8077\u306f\u3001\u75c5\u6c17\u3084\u8106\u5f31\u306a\u4eba\u3005\u5411\u3051\u306e\u30b1\u30a2\u63d0\u4f9b\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3068\u3057\u3066\u3044\u308b\u3002<\/p>\n

      \u306a\u304aCSA\u3067\u306f\u3001IoT WG\u304c\u30012021\u5e7411\u67088\u65e5\u306b\u300c\u533b\u7642\u6a5f\u5668\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d7\u30ec\u30a4\u30d6\u30c3\u30af\u300d(https:\/\/cloudsecurityalliance.org\/artifacts\/csa-medical-device-incident-response-playbook\/<\/a>)\u3092\u767a\u884c\u3057\u3066\u304a\u308a\u3001\u73fe\u5728\u3001\u300cMITRE ATT&CK\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300d(https:\/\/attack.mitre.org\/<\/a>)\u3084\u300c\u533b\u7642\u6a5f\u5668\u8105\u5a01\u30e2\u30c7\u30ea\u30f3\u30b0\u30d7\u30ec\u30a4\u30d6\u30c3\u30af\u300d(https:\/\/www.mitre.org\/publications\/technical-papers\/playbook-threat-modeling-medical-devices<\/a>)\u3092\u958b\u767a\u3057\u305fMITRE\u30b3\u30fc\u30dd\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u9023\u643a\u3057\u3066\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306b\u304a\u3051\u308b\u9060\u9694\u533b\u7642\u3084\u533b\u7642\u30ed\u30dc\u30c3\u30c8\u306a\u3069\u306e\u8105\u5a01\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u95a2\u3059\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u958b\u767a\u3092\u9032\u3081\u3066\u3044\u308b\u3002<\/p>\n

      \u81e8\u5e8a\u73fe\u5834\u306b\u5e83\u304c\u308bAI\u5229\u7528\u306e\u5e02\u5834\u6a5f\u4f1a<\/h4>\n

      \u6b21\u306b\u3001\u8a3a\u65ad\u30fb\u6cbb\u7642\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u9818\u57df\u3067\u306f\u3001AI\u3084ML\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u6025\u901f\u306a\u767a\u5c55\u306b\u3088\u308a\u3001\u30a4\u30ce\u30d9\u30fc\u30bf\u30fc\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u3066\u3001\u8a3a\u65ad\u30d7\u30ed\u30bb\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3068\u3057\u3066\u3044\u308b\u3002ML\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u3063\u3066\u3001\u8907\u96d1\u3067\u5927\u5bb9\u91cf\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u4e88\u671f\u3057\u306a\u3044\u30d1\u30bf\u30fc\u30f3\u3092\u8fc5\u901f\u306b\u6355\u6349\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002\u8a3a\u65ad\u9818\u57df\u306b\u304a\u3051\u308bAI\u5229\u7528\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u65e9\u671f\u8a3a\u65ad\u3001\u6f5c\u5728\u7684\u306a\u4eba\u547d\u306e\u4fdd\u8b77\u306a\u3069\u3092\u6319\u3052\u305f\u4e0a\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u6319\u3052\u3066\u3044\u308b\u3002<\/p>\n

        \n
      1. \u304c\u3093\u9818\u57df\u306b\u304a\u3044\u3066\u3001ML\u306f\u3001\u304c\u3093\u5c02\u9580\u533b\u304c\u65e9\u671f\u30b9\u30c6\u30fc\u30b8\u3067\u75c5\u6c17\u3092\u691c\u77e5\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064<\/li>\n
      2. \u76ae\u819a\u79d1\u306b\u304a\u3044\u3066\u3001AI\u306f\u3001\u81e8\u5e8a\u610f\u601d\u6c7a\u5b9a\u3092\u6539\u5584\u3057\u3001\u76ae\u819a\u75c5\u8a3a\u65ad\u306e\u6b63\u78ba\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3055\u308c\u308b<\/li>\n
      3. ML\u3084AI\u6280\u8853\u306f\u4e88\u9632\u907a\u4f1d\u5b66\u306e\u9375\u3067\u3042\u308a\u3001\u30d2\u30c8\u30b2\u30ce\u30e0\u306e\u8ee2\u5199\u306b\u304a\u3044\u3066\u4e00\u6c17\u306b\u9032\u6b69\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064<\/li>\n
      4. \u7cbe\u795e\u75be\u60a3\u9818\u57df\u306b\u304a\u3044\u3066\u3001AI\u306f\u3001\u30e1\u30f3\u30bf\u30eb\u30d8\u30eb\u30b9\u7814\u7a76\u3084\u3001ML\u3092\u4ecb\u3057\u305f\u533b\u5b66\u8a3a\u65ad\u306b\u5f71\u97ff\u3092\u304a\u3088\u307c\u3059\u3053\u3068\u304c\u3067\u304d\u308b<\/li>\n
      5. \u795e\u7d4c\u79d1\u5b66\u3084\u795e\u7d4c\u79d1\u306f\u3001\u5206\u6790\u30b9\u30ad\u30e3\u30f3\u304b\u3089\u4eba\u9593\u306e\u8133\u306b\u95a2\u3059\u308b\u77e5\u898b\u306e\u63d0\u4f9b\u3084\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u306e\u691c\u77e5\u306b\u81f3\u308b\u307e\u3067\u3001\u7814\u7a76\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u51e6\u7406\u3001\u7ffb\u8a33\u306b\u304a\u3051\u308bAI\u5c0e\u5165\u304b\u3089\u306e\u6069\u6075\u3092\u53d7\u3051\u308b<\/li>\n
      6. \u6280\u8853\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u8133\u5352\u4e2d\u306e\u4e88\u6e2c\u3084\u56de\u5fa9\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u652f\u63f4\u3057\u305f\u308a\u3001\u5b89\u9759\u6642\u3068\u8133\u5352\u4e2d\u95a2\u9023\u306e\u9ebb\u75fa\u3092\u533a\u5225\u3059\u308b\u306e\u306b\u5f79\u7acb\u3066\u305f\u308a\u300190\u65e5\u4ee5\u4e0a\u306e\u865a\u8840\u6027\u8133\u5352\u4e2d\u60a3\u8005\u306e\u56de\u5fa9\u30ab\u30fc\u30d6\u3092\u4e88\u6e2c\u3057\u305f\u308a\u3001\u65e9\u671f\u767a\u898b\u306e\u8133\u5352\u4e2d\u60a3\u8005\u3092\u5165\u9662\u5f8c48\u6642\u9593\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u305f\u308a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064<\/li>\n
      7. AI\u306f\u3001\u5909\u6027\u72b6\u614b\u306b\u95a2\u3059\u308b\u7814\u7a76\u3092\u652f\u63f4\u3057\u3066\u3001\u8907\u96d1\u306a\u969c\u5bb3\u3092\u7279\u5b9a\u3057\u3001\u6700\u9069\u306a\u4ecb\u5165\u3092\u652f\u63f4\u3059\u308b\u306e\u306b\u6709\u76ca\u3067\u3042\u308b<\/li>\n
      8. AI\u306f\u3001\u773c\u79d1\u7684\u306a\u72b6\u614b\u306e\u8a3a\u65ad\u3092\u652f\u63f4\u3059\u308b<\/li>\n
      9. \u2160\u578b\u7cd6\u5c3f\u75c5\u3068\u2161\u578b\u7cd6\u5c3f\u75c5\u306b\u306f\u5e83\u7bc4\u306a\u72b6\u614b\u304c\u3042\u308a\u3001\u7814\u7a76\u8005\u306f\u5927\u91cf\u306e\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u3092\u6709\u3057\u3066\u3044\u308b\u53cd\u9762\u3001\u3053\u308c\u3089\u306e\u77e5\u898b\u3092\u96c6\u7d04\u3057\u3066\u5358\u72ec\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u7d44\u307f\u8fbc\u3080\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3001ML\u306f\u7cd6\u5c3f\u75c5\u306e\u8a3a\u65ad\u3084\u6cbb\u7642\u3092\u652f\u63f4\u3059\u308b<\/li>\n
      10. AI\u306f\u3001ICU\u306e\u533b\u5e2b\u304c\u3001\u3044\u3064\u60a3\u8005\u304b\u3089\u629c\u7ba1\u3059\u308b\u304b\u306a\u3069\u306e\u5224\u65ad\u3092\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064<\/li>\n
      11. AI\u306f\u3001\u69d8\u3005\u306a\u81ea\u52d5\u5316\u30b7\u30b9\u30c6\u30e0\u3084\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u5e0c\u5c11\u75be\u60a3\u306b\u304a\u3051\u308b\u65e9\u671f\u8a3a\u65ad\u3092\u652f\u63f4\u3059\u308b<\/li>\n<\/ol>\n

        \u3053\u306e\u3088\u3046\u306b\u3001\u8a3a\u65ad\u30fb\u6cbb\u7642\u9818\u57df\u306eAI\u306f\u3001\u533b\u7642\u5c02\u9580\u8077\u304cML\u3092\u5229\u7528\u3057\u3066\u3001\u533b\u7642\u8a3a\u65ad\u306e\u30b9\u30b1\u30fc\u30eb\u3092\u62e1\u5f35\u3055\u305b\u305f\u308a\u3001\u500b\u3005\u306e\u30b1\u30fc\u30b9\u306e\u5206\u6790\u304b\u3089\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3084\u75c5\u6c17\u306e\u62e1\u5927\u306e\u4e88\u6e2c\u306b\u30b7\u30d5\u30c8\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u81e8\u5e8a\u73fe\u5834\u306e\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3(DX)\u306e\u89b3\u70b9\u304b\u3089\u3082\u671f\u5f85\u304c\u5927\u304d\u3044\u3002<\/p>\n

        \u533b\u7642AI\u306b\u304a\u3051\u308b\u30ea\u30b9\u30af\u8ab2\u984c\u3068\u3057\u3066\u306e\u30d0\u30a4\u30a2\u30b9<\/h4>\n

        \u3053\u306e\u3088\u3046\u306bAI\u306e\u30d9\u30cd\u30d5\u30a3\u30c3\u30c8\u306f\u660e\u3089\u304b\u3067\u3042\u308b\u304c\u3001\u73fe\u5b9f\u7684\u306b\u306f\u30bc\u30ed\u30ea\u30b9\u30af\u306eAI\u306f\u5b58\u5728\u3057\u306a\u3044\u3002AI\u306e\u30ea\u30b9\u30af\u8ab2\u984c\u3068\u3057\u3066\u6307\u6458\u3055\u308c\u308b\u30c6\u30fc\u30de\u306e1\u3064\u306b\u30d0\u30a4\u30a2\u30b9\u304c\u3042\u308b\u3002\u533b\u7642\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u6709\u5bb3\u306a\u60a3\u8005\u30a2\u30a6\u30c8\u30ab\u30e0\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u3001AI\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u4e2d\u3067\u3001\u30ea\u30b9\u30af\u3092\u7279\u5b9a\u3057\u3001\u4f4e\u6e1b\u7b56\u3092\u8b1b\u3058\u306a\u304c\u3089\u3001\u904b\u7528\u7ba1\u7406\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n

        \u672c\u6587\u66f8\u3067\u306f\u3001\u30d0\u30a4\u30a2\u30b9\u306e\u539f\u56e0\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e2\u70b9\u3092\u6319\u3052\u3066\u3044\u308b\u3002<\/p>\n

          \n
        1. \u8a8d\u77e5\u30d0\u30a4\u30a2\u30b9\uff1a\u96c6\u56e3\u306e\u30e1\u30f3\u30d0\u30fc\u30b7\u30c3\u30d7\u306b\u57fa\u3065\u304f\u500b\u4eba\u307e\u305f\u306f\u96c6\u56e3\u306b\u5bfe\u3059\u308b\u611f\u60c5\u3002\u8a8d\u77e5\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u5224\u65ad\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3059\u4eba\u3005\u306e\u7d4c\u9a13\u3084\u611f\u60c5\u306e\u50be\u5411\u3092\u8aac\u660e\u3059\u308b\u7528\u8a9e\u3067\u3042\u308b\u3002AI\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u95a2\u3057\u3066\u307f\u308b\u3068\u3001\u9855\u8457\u306a\u8a8d\u77e5\u30d0\u30a4\u30a2\u30b9\u306f\u5229\u7528\u53ef\u80fd\u6027\u30d2\u30e5\u30fc\u30ea\u30b9\u30c6\u30a3\u30c3\u30af\u3067\u3042\u308a\u3001\u4eba\u9593\u306f\u81ea\u5206\u306e\u73fe\u5728\u306e\u4fe1\u5ff5\u3092\u652f\u6301\u3059\u308b\u3088\u3046\u306a\u60c5\u5831\u306b\u983c\u308b\u50be\u5411\u304c\u3042\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3042\u308b\u3002\u8a8d\u77e5\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u4ee5\u4e0b\u306e\u3044\u305a\u308c\u304b\u306b\u3088\u3063\u3066\u3001ML\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u3002\n
            \n
          1. \u7121\u610f\u8b58\u306e\u3046\u3061\u306b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u5c0e\u5165\u3059\u308b\u8a2d\u8a08\u8005<\/li>\n
          2. \u30d0\u30a4\u30a2\u30b9\u3092\u542b\u3080\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u5229\u7528<\/li>\n<\/ol>\n<\/li>\n
          3. \u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u306e\u6b20\u5982\uff1a\u30c7\u30fc\u30bf\u304c\u4e0d\u5b8c\u5168\u306a\u5834\u5408\u3001\u4ee3\u8868\u6027\u304c\u306a\u304f\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u542b\u3080\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u00a0\u305d\u3057\u3066\u3001AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304b\u3089\u4e0d\u5fc5\u8981\u306a\u30d0\u30a4\u30a2\u30b9\u3092\u53d6\u308a\u9664\u304f\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b9\u30c6\u30c3\u30d7\u3092\u63a8\u5968\u3057\u3066\u3044\u308b\u3002\n
              \n
            1. \u8a55\u4fa1\u5bfe\u8c61\u3068\u306a\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b\u3002\u8a2d\u8a08\u30c1\u30fc\u30e0\u306b\u591a\u69d8\u6027\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3051\u308b\u6587\u5316\u7684\u306a\u6a5f\u5fae\u6027\u306e\u5f79\u5272\u3092\u652f\u63f4\u3067\u304d\u308b\u3002<\/li>\n
            2. \u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u691c\u8a3c\u3059\u308b\u3002\u4e0d\u5fc5\u8981\u306a\u30d0\u30a4\u30a2\u30b9\u3092\u8a55\u4fa1\u3057\u3001\u4f4e\u6e1b\u3059\u308b\u624b\u6cd5\u304c\u3042\u308b\u3002<\/li>\n
            3. \u30d0\u30a4\u30a2\u30b9\u3092\u7279\u5b9a\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u30d7\u30ed\u30bb\u30b9\u6539\u5584\u3092\u53ef\u80fd\u306b\u3059\u308b\u65b9\u6cd5\u3092\u63a2\u3057\u6c42\u3081\u308b\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u8a2d\u8a08\u3001\u6587\u5316\u7684\u5909\u5316\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30bb\u30b9\u3092\u6539\u5584\u3057\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u4f4e\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n
            4. \u591a\u69d8\u6027\u306e\u3042\u308bAI\u30c1\u30fc\u30e0\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u4e0d\u5fc5\u8981\u306a\u30d0\u30a4\u30a2\u30b9\u306e\u4f4e\u6e1b\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u3092\u901a\u3057\u3066\u3001AI\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u304a\u3051\u308b\u591a\u69d8\u6027\u3092\u6539\u5584\u3059\u308b\u3053\u3068\u306f\u91cd\u8981\u3067\u3042\u308a\u3001\u30d0\u30a4\u30a2\u30b9\u306e\u7279\u5b9a\u3092\u53ef\u80fd\u306b\u3059\u308b<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n

              \u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u6280\u8853\u306b\u57fa\u3065\u304f\u30e2\u30c7\u30ea\u30f3\u30b0\u3084\u4e88\u6e2c\u624b\u6cd5\u306e\u5897\u6b96\u306b\u3088\u308a\u3001\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u7e54\u308a\u8fbc\u307e\u308c\u305f\u69d8\u3005\u306a\u793e\u4f1a\u7684\u30d0\u30a4\u30a2\u30b9\u304c\u9855\u5728\u5316\u3057\u3066\u304a\u308a\u3001\u4e16\u9593\u4e00\u822c\u3067\u3082\u3001AI\u306e\u793e\u4f1a\u7684\u30ea\u30b9\u30af\u306b\u5bfe\u3059\u308b\u61f8\u5ff5\u304c\u5e83\u304c\u3063\u3066\u3044\u308b\u3002\u554f\u984c\u5f62\u6210\u30d7\u30ed\u30bb\u30b9\u306e\u521d\u671f\u6bb5\u968e\u3067\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u7279\u5b9a\u3057\u3066\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3001\u30d7\u30ed\u30bb\u30b9\u6539\u5584\u306e\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u306b\u306a\u308b\u3068\u3057\u3066\u3044\u308b\u3002<\/p>\n

              \u306a\u304a\u5f8c\u7de8\u3067\u306f\u3001AI\u306e\u30ea\u30b9\u30af\u8ab2\u984c\u306e\u3046\u3061\u3001\u502b\u7406\u7684\u30fb\u6cd5\u5f8b\u7684\u5074\u9762\u3084\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u7279\u6709\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u8ab2\u984c\u3092\u53d6\u308a\u4e0a\u3052\u308b\u3002<\/p>\n

              \uff08\u53c2\u8003\u6587\u732e\uff09<\/p>\n

              \u30fbU.S. Department of Health and Human Services\u3000(HHS\uff09\u300cArtificial Intelligence (AI) Strategy\u300d(2021\u5e741\u670824\u65e5)<\/p>\n

              https:\/\/www.hhs.gov\/sites\/default\/files\/final-hhs-ai-strategy.pdf<\/a><\/p>\n

              \u30fbU.S. Food and Drug Administration(FDA)\u300cFDA Releases Artificial Intelligence\/Machine Learning Action Plan\u300d(2021\u5e741\u670812\u65e5)<\/p>\n

              https:\/\/www.fda.gov\/news-events\/press-announcements\/fda-releases-artificial-intelligencemachine-learning-action-plan<\/a><\/p>\n

              CSA\u30b8\u30e3\u30d1\u30f3\u95a2\u897f\u652f\u90e8\u30e1\u30f3\u30d0\u30fc
              \n\u5065\u5eb7\u533b\u7642\u60c5\u5831\u7ba1\u7406\u30e6\u30fc\u30b6\u30fc\u30ef\u30fc\u30ad\u30f3\u30b0\u30b0\u30eb\u30fc\u30d7\u30ea\u30fc\u30c0\u30fc
              \n\u7b39\u539f\u82f1\u53f8<\/p>\n","protected":false},"excerpt":{"rendered":"

              \u533b\u7642\u306f\u3001\u4eba\u5de5\u77e5\u80fd(AI)\u306e\u6709\u671b\u306a\u5229\u6d3b\u7528\u9818\u57df\u3068\u3057\u3066\u671f\u5f85\u3055\u308c\u3066\u304a\u308a\u3001\u4e16\u754c\u5404\u56fd\u30fb\u5730\u57df\u304c\u7a4d\u6975\u7684\u306a\u7814\u7a76\u958b\u767a\u6295\u8cc7\u3092\u884c\u3063\u3066\u3044\u308b\u3002\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3092\u5229\u7528\u3057\u305fAI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u3084\u3001\u81e8\u5e8a\u73fe\u5834\u5411\u3051\u8a3a\u65ad\u30fb\u6cbb\u7642\u652f\u63f4\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u63d0\u4f9b\u30fb\u904b\u7528\u3082\u62e1\u5927 […]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[55],"tags":[54,53],"class_list":["post-663","post","type-post","status-publish","format-standard","hentry","category-csa","tag-csa","tag-53"],"_links":{"self":[{"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/posts\/663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/comments?post=663"}],"version-history":[{"count":5,"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/posts\/663\/revisions"}],"predecessor-version":[{"id":682,"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/posts\/663\/revisions\/682"}],"wp:attachment":[{"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/media?parent=663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/categories?post=663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cloudsecurityalliance.jp\/newblog\/wp-json\/wp\/v2\/tags?post=663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}