{"id":33770,"date":"2026-02-19T11:49:53","date_gmt":"2026-02-19T02:49:53","guid":{"rendered":"https:\/\/promea2014.com\/blog\/?p=33770"},"modified":"2026-02-19T11:49:53","modified_gmt":"2026-02-19T02:49:53","slug":"ai%e3%82%82%e3%82%a4%e3%83%b3%e3%82%b9%e3%83%aa%e3%83%b3%e6%8a%b5%e6%8a%97%e6%80%a7%e3%81%af12%e7%a8%ae%e9%a1%9e%e3%81%ae%e3%81%8c%e3%82%93%e3%81%ae%e5%8d%b1%e9%99%ba%e5%9b%a0%e5%ad%90%e3%81%a0","status":"publish","type":"post","link":"https:\/\/promea2014.com\/blog\/?p=33770","title":{"rendered":"AI\u3082\u30a4\u30f3\u30b9\u30ea\u30f3\u62b5\u6297\u6027\u306f12\u7a2e\u985e\u306e\u304c\u3093\u306e\u5371\u967a\u56e0\u5b50\u3060\u3068\u7533\u3057\u3066\u304a\u308a\u307e\u3059"},"content":{"rendered":"

AI\u304c\u8a00\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u9d5c\u5451\u307f\u306b\u3059\u308b\u4eba\u304c\u3044\u307e\u3059\u3002\u5c02\u9580\u5bb6\u3082AI\u3082\u5e73\u6c17\u3067\u30a6\u30bd\u3092\u3064\u304f\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002AI\u304c\u5b66\u7fd2\u3059\u308b\u5185\u5bb9\u306f\u3001\u5c02\u9580\u5bb6\u306e\u60c5\u5831\u306a\u306e\u3067\u3001AI\u304c\u30a6\u30bd\u3092\u3064\u3044\u3066\u3057\u307e\u3046\u306e\u306f\u4ed5\u65b9\u304c\u306a\u3044\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n

\u305d\u3093\u306a\u4e2d\u3001\u6771\u4eac\u5927\u5b66\u533b\u5b66\u90e8\u306e\u7814\u7a76\u8005\u30c1\u30fc\u30e0\u306f\u3001\u81ea\u3089\u958b\u767a\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u30c4\u30fc\u30eb\u3092\u7528\u3044\u3066\u3001\u30a4\u30f3\u30b9\u30ea\u30f3\u62b5\u6297\u6027\u3068\u3044\u304f\u3064\u304b\u306e\u7a2e\u985e\u306e\u304c\u3093\u3068\u306e\u95a2\u9023\u6027\u3092\u5206\u6790\u3057\u307e\u3057\u305f\u3002<\/p>\n

artificial intelligence\u2013derived insulin resistance (AI-IR)\u3001\u65e5\u672c\u8a9e\u3067\u306fAI\u304c\u5c0e\u304d\u51fa\u3057\u305f\u30a4\u30f3\u30b9\u30ea\u30f3\u62b5\u6297\u6027\u3068\u3067\u3082\u3044\u3046\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n

\u30a4\u30f3\u30b9\u30ea\u30f3\u62b5\u6297\u6027\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30b4\u30fc\u30eb\u30c9\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u6cd5\u3067\u3042\u308b\u9ad8\u30a4\u30f3\u30b9\u30ea\u30f3\u6b63\u5e38\u8840\u7cd6\u30af\u30e9\u30f3\u30d7\u6cd5\u306f\u3001\u901a\u5e38\u306e\u81e8\u5e8a\u73fe\u5834\u3067\u306f\u5b9f\u884c\u3067\u304d\u307e\u305b\u3093\u3002\u7a7a\u8179\u6642\u8840\u7cd6\uff08FPG\uff09\u3068\u7a7a\u8179\u6642\u8840\u4e2d\u30a4\u30f3\u30b9\u30ea\u30f3\u304b\u3089\u5f97\u3089\u308c\u308b\u30a4\u30f3\u30b9\u30ea\u30f3\u62b5\u6297\u6027\u306e\u6307\u6a19\u3001HOMA-IR\u306f\u3001\u30b4\u30fc\u30eb\u30c9\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u306e\u30af\u30e9\u30f3\u30d7\u6cd5\u3068\u5f37\u304f\u76f8\u95a2\u3059\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4ee3\u66ff\u6cd5\u3068\u3057\u3066\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3057\u304b\u3057\u3001\u7a7a\u8179\u6642\u30a4\u30f3\u30b9\u30ea\u30f3\u3055\u3048\u3082\u4e00\u822c\u8a3a\u7642\u3067\u65e5\u5e38\u7684\u306b\u6e2c\u5b9a\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n

\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30b9\u30ea\u30f3\u62b5\u6297\u6027\u304c\u304c\u3093\u767a\u75c7\u306b\u53ca\u307c\u3059\u53ef\u80fd\u6027\u306e\u3042\u308b\u5f71\u97ff\u3092\u96c6\u56e3\u30ec\u30d9\u30eb\u3067\u691c\u8a3c\u3059\u308b\u3053\u3068\u306f\u306a\u304b\u306a\u304b\u56f0\u96e3\u3067\u3057\u305f\u3002\u305d\u3053\u3067\u3053\u306e\u30c1\u30fc\u30e0\u306f\u3001\u30a2\u30e1\u30ea\u30ab\u56fd\u6c11\u5065\u5eb7\u6804\u990a\u8abf\u67fb\uff08NHANES\uff09\u30b3\u30db\u30fc\u30c8\u3068\u53f0\u6e7eMJ\u30b3\u30db\u30fc\u30c8\u3092\u7528\u3044\u3066\u3001\u30e8\u30fc\u30ed\u30c3\u30d1\u7cfb\u3068\u30a2\u30b8\u30a2\u7cfb\u306e\u975e\u7cd6\u5c3f\u75c5\u96c6\u56e3\u306b\u304a\u3044\u3066\u30019\u3064\u306e\u81e8\u5e8a\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u5e74\u9f62\u3001\u6027\u5225\u3001\u4eba\u7a2e\u3001BMI\u3001FPG\u3001\u30b0\u30ea\u30b3\u30d8\u30e2\u30b0\u30ed\u30d3\u30f3\u3001\u4e2d\u6027\u8102\u80aa\u3001\u7dcf\u30b3\u30ec\u30b9\u30c6\u30ed\u30fc\u30eb\u3001HDL\u30b3\u30ec\u30b9\u30c6\u30ed\u30fc\u30eb\uff09\u3092\u8003\u616e\u3057\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30a4\u30f3\u30b9\u30ea\u30f3\u62b5\u6297\u6027\uff08HOMA-IR > 2.5\uff09\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/p>\n

AI-IR\u3092\u30a4\u30ae\u30ea\u30b9\u306e\u30d0\u30a4\u30aa\u30d0\u30f3\u30af\u306b\u9069\u7528\u3057\u307e\u3057\u305f\u3002\uff08\u56f3\u306f\u539f\u6587\u3088\u308a\uff09<\/p>\n

\"\"<\/a><\/p>\n

\u4e0a\u306e\u56f3\u306eb\u304c\u793a\u3059\u3088\u3046\u306b\u3001\u2009\u307e\u305a\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u304a\u3088\u3073\u5b8c\u4e86\u3057\u305f\u8ffd\u8de1\u8abf\u67fb\u8a2a\u554f\u6642\u306b\u7cd6\u5c3f\u75c5\u3067\u306f\u306a\u304b\u3063\u305f\u53c2\u52a0\u8005\u306b\u304a\u3051\u308bAI-IR\u306e\u7cd6\u5c3f\u75c5\u767a\u751f\u7387\u3078\u306e\u5f71\u97ff\u3092\u8abf\u3079\u307e\u3057\u305f\u3002\u5bfe\u8c61\u306f14,16\u4eba\u3067\u3001AI-IR\u967d\u6027\u306f3,219\u4eba\u3067\u3057\u305f\u3002\u5e73\u5747 4.28 \u5e74\u306e\u8ffd\u8de1\u8abf\u67fb\u4e2d\u3001309 \u4eba\u306e\u53c2\u52a0\u8005\uff082.18%\uff09\u304c\u7cd6\u5c3f\u75c5\u3092\u767a\u75c7\u3057\u3001AI-IR \u967d\u6027\u306e\u53c2\u52a0\u8005\u306f AI-IR \u9670\u6027\u306e\u53c2\u52a0\u8005\u3068\u6bd4\u8f03\u3057\u30667.31\u500d\u7cd6\u5c3f\u75c5\u3092\u767a\u75c7\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n

c\u306e\u56f3\u306f\u3001\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3067\u7cd6\u5c3f\u75c5\u3067\u306f\u306a\u304b\u3063\u305f\u53c2\u52a0\u8005\u306b\u304a\u3051\u308b\u3001\u7cd6\u5c3f\u75c5\u306b\u3088\u308b\u5165\u9662\u306e\u30ea\u30b9\u30af\u306b\u5bfe\u3059\u308b AI-IR \u306e\u5f71\u97ff\u3067\u3059\u3002AI-IR \u967d\u6027\u3060\u3068\u3001\u9670\u6027\u3088\u308a\u30826.44\u500d\u3082\u7cd6\u5c3f\u75c5\u306b\u3088\u308b\u5165\u9662\u306e\u53ef\u80fd\u6027\u304c\u5897\u52a0\u3057\u307e\u3059\u3002<\/p>\n

d\u3068e \u306f\u7cd6\u5c3f\u75c5\u306a\u3057\u3067AI-IR\u9670\u6027\u307e\u305f\u306f\u967d\u6027\u3001\u7cd6\u5c3f\u75c5\u3042\u308a\u3001\u306b\u304a\u3051\u308b3\u30dd\u30a4\u30f3\u30c8MACE\uff08\u6025\u6027\u5fc3\u7b4b\u6897\u585e\u3001\u8133\u5352\u4e2d\u3001\u5fc3\u8840\u7ba1\u6b7b\u4ea1\u306e3\u9805\u76ee\u8907\u5408\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\uff09 \u306e\u7d2f\u7a4d\u767a\u751f\u7387\u307e\u305f\u306f\u5fc3\u8840\u7ba1\u6b7b\u4ea1\u7387\u3067\u3059\u3002\u7cd6\u5c3f\u75c5\u306a\u3057\u3067AI-IR\u9670\u6027\u3068\u6bd4\u8f03\u3057\u3066\u3001\u7cd6\u5c3f\u75c5\u306a\u3057\u3067AI-IR\u967d\u6027\u306f3\u30dd\u30a4\u30f3\u30c8MACE\u306e\u53ef\u80fd\u6027\u304c1.38\u500d\u3001\u7cd6\u5c3f\u75c5\u3042\u308a\u304c1.84\u500d\u3067\u3057\u305f\u3002\u5fc3\u8840\u7ba1\u6b7b\u4ea1\u306e\u53ef\u80fd\u6027\u306f\u3001\u7cd6\u5c3f\u75c5\u306a\u3057\u3067AI-IR\u967d\u6027\u30671.47\u500d\u3001\u7cd6\u5c3f\u75c5\u3042\u308a\u30672.29\u500d\u3067\u3057\u305f\u3002<\/p>\n

\"\"<\/a><\/p>\n

\u4e0a\u306e\u56f3\u306f\u7cd6\u5c3f\u75c5\u767a\u75c7\u306e\u53ef\u80fd\u6027\u306b\u3064\u3044\u3066\u3001AI-IR\u306e\u9670\u6027\u304a\u3088\u3073\u967d\u6027\u3068\u3001\u4ed6\u306e\u6307\u6a19\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u8a55\u4fa1\u3057\u3066\u3044\u307e\u3059\u3002b\u306b\u793a\u3059\u3088\u3046\u306b\u3001AI-IR\u304c\u9670\u6027\u3060\u3068\u3001BMI\u304c30\u4ee5\u4e0a\u306b\u306a\u3063\u3066\u3082\u7cd6\u5c3f\u75c5\u306e\u767a\u75c7\u306f\u9ad8\u304f\u306a\u308a\u307e\u305b\u3093\u3002BMI\u306b\u304b\u304b\u308f\u3089\u305a\u3001AI-IR\u967d\u6027\u3060\u3068\u7cd6\u5c3f\u75c5\u767a\u75c7\u306f\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n

c\u306b\u793a\u3059\u3088\u3046\u306b\u3001\u30e1\u30bf\u30dc\u30ea\u30c3\u30af\u30b7\u30f3\u30c9\u30ed\u30fc\u30e0\u306b\u95a2\u3057\u3066\u306f\u3001AI-IR\u304c\u9670\u6027\u3067\u3082\u30e1\u30bf\u30dc\u967d\u6027\u3067\u306f\u3001\u7cd6\u5c3f\u75c5\u767a\u75c7\u306e\u53ef\u80fd\u6027\u306f3.14\u500d\u3067\u3057\u305f\u3002AI-IR\u967d\u6027\u304b\u3064\u30e1\u30bf\u30dc\u967d\u6027\u306f11.71\u500d\u3067\u3059\u3002<\/p>\n

d\u3068e\u306f\u4ed6\u306e\u30a4\u30f3\u30b9\u30ea\u30f3\u62b5\u6297\u6027\u306e\u6307\u6a19\u3068\u306e\u95a2\u4fc2\u3067\u3059\u304c\u3001\u3053\u308c\u3089\u3082\u30e1\u30bf\u30dc\u306e\u5206\u6790\u3068\u540c\u69d8\u306e\u50be\u5411\u3067\u3057\u305f\u3002<\/p>\n

\u3055\u3066\u3001\u4eca\u56de\u306e\u30e1\u30a4\u30f3\u3067\u3059\u3002\u30a4\u30ae\u30ea\u30b9\u306e\u30d0\u30a4\u30aa\u30d0\u30f3\u30af\u3067\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306e\u8a2a\u554f\u6642\u306b\u304c\u3093\u304c\u306a\u304b\u3063\u305f\u53c2\u52a0\u8005\u306f372,395\u4eba\u3067\u3057\u305f\u3002\u305d\u306e\u4eba\u305f\u3061\u306e\u304c\u3093\u767a\u751f\u7387\u3092\u8abf\u3079\u307e\u3057\u305f\u3002\u7cd6\u5c3f\u75c5\u304c\u306a\u304f AI-IR \u9670\u6027\u306e\u53c2\u52a0\u8005\u306f256,685\u4eba\u3001\u7cd6\u5c3f\u75c5\u306f\u306a\u3044\u304c AI-IR \u967d\u6027\u306e\u53c2\u52a0\u8005\u306f94,782\u4eba\u3001\u7cd6\u5c3f\u75c5\u306e\u3042\u308b\u53c2\u52a0\u8005\u306f 20,928\u4eba\u3067\u3057\u305f\u3002\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3067\u304c\u3093\u304c\u306a\u304b\u3063\u305f 372,395 \u4eba\u306e\u53c2\u52a0\u8005\u306e\u3046\u3061\u300151,193 \u4eba\u304c\u304c\u3093\u3092\u767a\u75c7\u3057\u307e\u3057\u305f\u3002<\/p>\n

\"\"<\/a><\/p>\n

\u4e0a\u306e\u56f3\u306f\u7cd6\u5c3f\u75c5\u304c\u306a\u304fAI-IR \u9670\u6027\u3068\u6bd4\u8f03\u3057\u305f\u3001\u7cd6\u5c3f\u75c5\u306f\u306a\u3044\u304cAI-IR \u967d\u6027\u3001\u7cd6\u5c3f\u75c5\u3042\u308a\u306e\u305d\u308c\u305e\u308c\u306e\u304c\u3093\u30ea\u30b9\u30af\u3067\u3059\u3002\u304c\u3093\u5168\u4f53\u3067\u306f\u5dee\u304c\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u500b\u3005\u306e\u304c\u3093\u3067\u898b\u308b\u3068\u3001AI-IR \u967d\u6027\u3067\u3001\u5b50\u5bae\u304c\u3093 2.340\u500d\u3001\u814e\u81d3\u304c\u30931.557\u500d\u3001\u3001\u98df\u9053\u304c\u30931.464\u500d\u3001\u814e\u76c2\u304c\u30931.417\u500d\u3001\u5c0f\u8178\u304c\u30931.393\u500d\u3001\u80c3\u304c\u30931.374\u500d\u3001\u809d\u81d3\u304a\u3088\u3073\u80c6\u56a2\u304c\u30931.367\u500d\u3001\u3059\u3044\u81d3\u304c\u30931.291\u500d\u3001\u7d50\u8178\u304c\u30931.176\u500d\u3001\u767d\u8840\u75c5 1.164\u500d\u3001\u6c17\u7ba1\u652f\u304c\u3093\u304a\u3088\u3073\u80ba\u304c\u30931.136\u500d\u3001\u4e73\u304c\u30931.135\u500d\u3067\u3057\u305f\u3002\u5b9f\u306b12\u7a2e\u985e\u306e\u304c\u3093\u306e\u30ea\u30b9\u30af\u5897\u52a0\u3068\u95a2\u9023\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n

\"\"<\/a><\/p>\n

\u4e0a\u306e\u56f3\u306ea\u306f\u3001\u814e\u81d3\u3001\u98df\u9053\u3001\u3059\u3044\u81d3\u3001\u7d50\u8178\u3001\u814e\u76c2\u3001\u5c0f\u8178\u3001\u80c3\u3001\u809d\u81d3\u304a\u3088\u3073\u80c6\u56a2\u3001\u7d50\u8178\u3001\u6c17\u7ba1\u652f\u304a\u3088\u3073\u80ba\u3092\u307e\u3068\u3081\u3066\u8907\u5408\u304c\u3093\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u8907\u5408\u304c\u3093\u30ea\u30b9\u30af\u306fAI-IR \u967d\u6027\u30671.25\u500d\u3067\u3057\u305f\u3002\u56f3\u306eb\u306f\u5973\u6027\u306e\u5b50\u5bae\u304a\u3088\u3073\u4e73\u304c\u3093\u306e\u30ea\u30b9\u30af\u3067\u3059\u3002\u540c\u69d8\u306b\u3001AI-IR \u967d\u6027\u30671.26\u500d\u3067\u3057\u305f\u3002<\/p>\n

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\u300cMachine learning-predicted insulin resistance is a risk factor for 12 types of cancer\u300d<\/span><\/p>\n

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