{"id":40450,"date":"2025-11-20T14:38:43","date_gmt":"2025-11-20T05:38:43","guid":{"rendered":"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/?p=40450"},"modified":"2025-11-20T14:38:47","modified_gmt":"2025-11-20T05:38:47","slug":"microsoft-healthcare-blog-202511","status":"publish","type":"post","link":"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/health\/2025\/11\/20\/microsoft-healthcare-blog-202511\/","title":{"rendered":"Microsoft\u00a0Azure\u3067\u5b9f\u73fe\u3059\u308bAI\u30e2\u30c7\u30eb\u306b\u3088\u308b\u533b\u7642\u753b\u50cf\u89e3\u6790\u00a0"},"content":{"rendered":"\n<p><strong>Executive Summary<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u533b\u7642\u753b\u50cf\u5206\u6790\u9818\u57df\u3078\u306eAI\u6d3b\u7528\u306f2010\u5e74\u4ee3\u3088\u308a\u6025\u5897\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u6628\u4eca\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u8a3a\u65ad\u7cbe\u5ea6\u306e\u5411\u4e0a\u3084\u533b\u5e2b\u306e\u696d\u52d9\u8ca0\u8377\u4f4e\u6e1b\u7b49\u3001\u65b0\u305f\u306a\u4fa1\u5024\u5275\u51fa\u304c\u671f\u5f85\u3055\u308c\u3066\u304a\u308a\u307e\u3059\u3002\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Azure AI Foundry\u4e0a\u3067\u306f\u3001\u65b0\u305f\u306b\u8907\u6570\u306e\u533b\u7642\u753b\u50cf\u5411\u3051AI\u30e2\u30c7\u30eb\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3001\u5bb9\u6613\u306b\u753b\u50cf\u306e\u5206\u985e\u3001\u691c\u7d22\u3001\u816b\u760d\u90e8\u5206\u306e\u62bd\u51fa\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u7b49\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u533b\u7642\u753b\u50cf\u306b\u95a2\u9023\u3059\u308b\u53d6\u308a\u7d44\u307f\u3068\u3057\u3066\u3001Alliance for Healthcare from the Eye (AHE)\u3067\u306e\u7db2\u819c\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u306b\u95a2\u3059\u308b\u65b0\u305f\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u59cb\u307e\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\/\u751f\u6210AI\u306e\u3088\u3046\u306a\u65b0\u305f\u306a\u6280\u8853\u9769\u65b0\u3068\u5404\u56fd\u306e\u6cd5\u6574\u5099\u3084\u30eb\u30fc\u30eb\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u9451\u307f\u3066\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u696d\u754c\u306e\u69d8\u3005\u306a\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u304c\u30e1\u30ea\u30c3\u30c8\u3092\u4eab\u53d7\u3067\u304d\u308b\u3088\u3046\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u6a21\u7d22\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u00a0<\/li>\n<\/ul>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u533b\u7642\u753b\u50cf\u5206\u6790\u306e\u3053\u308c\u307e\u3067\u306e\u30c8\u30ec\u30f3\u30c9\u3001\u91cd\u8981\u6027<\/strong>\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u533b\u7642\u753b\u50cf\u5206\u6790\u306f\u5f93\u6765\u3001\u653e\u5c04\u7dda\u79d1\u533b\u3084\u753b\u50cf\u8a3a\u65ad\u533b\u306b\u3088\u308b\u7d4c\u9a13\u7684\u89e3\u91c8\u306b\u57fa\u3065\u304d\u9032\u3081\u3089\u308c\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u8fd1\u5e74\u3067\u306fAI\u6280\u8853\u306e\u9032\u5c55\u306b\u3088\u308a\u5927\u304d\u304f\u5909\u9769\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u6d3b\u7528\u3057\u305f\u6df1\u5c64\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09\u306f\u3001\u753b\u50cf\u5206\u985e\u3001\u81d3\u5668\u3084\u75c5\u5909\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u753b\u50cf\u518d\u69cb\u6210\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u89e3\u6790\u30bf\u30b9\u30af\u3067\u6025\u901f\u306b\u305d\u306e\u6027\u80fd\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059&nbsp;[1][2]\u3002&nbsp;<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u300c\u57fa\u76e4\u30e2\u30c7\u30eb\u300d\u3068\u547c\u3070\u308c\u308bZero shot&nbsp;\/&nbsp;Few shot learning\u306b\u5bfe\u5fdc\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u767b\u5834\u3057\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306e\u533b\u7642\u753b\u50cf\uff08X\u7dda\u3001CT\u3001MRI\u3001\u8d85\u97f3\u6ce2\u3001\u75c5\u7406\u753b\u50cf\u306a\u3069\uff09\u3092\u6a2a\u65ad\u7684\u306b\u51e6\u7406\u53ef\u80fd\u3068\u306a\u308a\u307e\u3057\u305f&nbsp;[3]\u3002&nbsp;<\/p>\n\n\n\n<p>\u307e\u305f\u30012013\u5e74\u4ee5\u964d\u3001\u4e3b\u8981\u306a\u6587\u732e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3044\u3066\u3001\u6df1\u5c64\u5b66\u7fd2\u3092\u6838\u3068\u3059\u308b\u533b\u7642\u753b\u50cf\u7814\u7a76\u306e\u767a\u8868\u6570\u306f\u5e74\u3005\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u8457\u540d\u306a\u7814\u7a76\u8005\u3084\u6a5f\u95a2\u306b\u3088\u308b\u6210\u679c\u3082\u591a\u6570\u898b\u3089\u308c\u307e\u3059&nbsp;[4]\u3002&nbsp;<\/p>\n\n\n\n<p>\u30d8\u30eb\u30b9\u30b1\u30a2AI\u306e\u5546\u696d\u5316\u306f\u6025\u901f\u3067\u30012025\u5e74\u6642\u70b9\u3067\u30b0\u30ed\u30fc\u30d0\u30eb\u533b\u7642\u753b\u50cf\u89e3\u6790AI\u5e02\u5834\u306f\u7d04105\u5104\u7c73\u30c9\u30eb\u306b\u9054\u3057\u30012025\uff5e2033\u5e74\u306e\u5e74\u9593\u6210\u9577\u7387\uff08CAGR\uff09\u306f\u7d0428\uff05\u3068\u898b\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6210\u9577\u306f\u3001\u6162\u6027\u75be\u60a3\u306e\u5897\u52a0\u3001\u9ad8\u9f62\u5316\u793e\u4f1a\u306e\u9032\u884c\u3001\u81e8\u5e8a\u73fe\u5834\u306b\u304a\u3051\u308bAI\u5c0e\u5165\u306e\u52a0\u901f\u306a\u3069\u304c\u80cc\u666f\u3067\u3059&nbsp;[5]\u3002&nbsp;<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u7c73\u56fd\u3092\u4e2d\u5fc3\u306b\u533b\u7642\u6a5f\u95a2\u3084\u30b7\u30b9\u30c6\u30e0\u30ec\u30d9\u30eb\u3067AI\u63a1\u7528\u304c\u6025\u901f\u306b\u62e1\u5927\u3057\u3066\u304a\u308a\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u696d\u754c\u5168\u4f53\u3067AI\u306e\u5c0e\u5165\u7387\u306f\u4e00\u822c\u4f01\u696d\u306e2\u500d\u4ee5\u4e0a\u306b\u307e\u3067\u306a\u3063\u3066\u3044\u307e\u3059&nbsp;[6]\u3002&nbsp;<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306a\u533b\u7642\u753b\u50cf\u5206\u6790\u306e\u91cd\u8981\u6027\u3068\u671f\u5f85\u3055\u308c\u308b\u52b9\u679c\u3068\u3057\u3066\u3001\u4e0b\u8a18\u304c\u3042\u308b\u3068\u60f3\u5b9a\u3055\u308c\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u8a3a\u65ad\u7cbe\u5ea6\u306e\u5411\u4e0a\u3068\u8a3a\u65ad\u6642\u9593\u306e\u77ed\u7e2e\u00a0<\/li>\n<\/ol>\n\n\n\n<p>AI\u306f\u5fae\u5c0f\u75c5\u5909\u3084\u9670\u5f71\u306e\u691c\u51fa\u306b\u304a\u3044\u3066\u4eba\u9593\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3092\u793a\u3059\u4f8b\u304c\u3042\u308a\u3001\u591a\u304f\u306e\u75c7\u4f8b\u3067\u8aa4\u8a3a\u524a\u6e1b\u3084\u8fc5\u901f\u306a\u8a3a\u65ad\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u3067\u306f\u80f8\u90e8X\u7dda\u306b\u3088\u308b\u80ba\u708e\u691c\u51fa\u3067\u653e\u5c04\u7dda\u79d1\u533b\u3092\u8d85\u3048\u308b\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u3066\u3044\u307e\u3059&nbsp;[7]\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>\u30b9\u30bf\u30c3\u30d5\u8ca0\u62c5\u306e\u8efd\u6e1b\u3068\u696d\u52d9\u52b9\u7387\u5316\u00a0<\/li>\n<\/ol>\n\n\n\n<p>AI\u306b\u3088\u308b\u81ea\u52d5\u8aad\u5f71\u30fb\u30ec\u30dd\u30fc\u30c8\u751f\u6210\uff08\u4f8b\uff1a\u80f8\u90e8X\u7dda\u6240\u898b\u306e\u81ea\u52d5\u5831\u544a\uff09\u306b\u3088\u308a\u3001\u533b\u5e2b\u3084\u8a3a\u65ad\u6280\u5e2b\u306e\u696d\u52d9\u8ca0\u62c5\u304c\u8efd\u6e1b\u3055\u308c\u3001\u3088\u308a\u8907\u96d1\u306a\u75c7\u4f8b\u3078\u306e\u5bfe\u5fdc\u3084\u60a3\u8005\u63a5\u89e6\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u96c6\u4e2d\u3067\u304d\u307e\u3059&nbsp;[8]\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u65e9\u671f\u767a\u898b\u30fb\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u63a8\u9032\u00a0<\/li>\n<\/ol>\n\n\n\n<p>AI\u306f\u5076\u767a\u6240\u898b\u3084\u30ea\u30b9\u30af\u306e\u9ad8\u3044\u96c6\u56e3\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306b\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u65e9\u671f\u6cbb\u7642\u306e\u6a5f\u4f1a\u3092\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u7c73\u56fd\u3067\u306f\u80ba\u304c\u3093\u3084\u5fc3\u75be\u60a3\u306b\u3082\u5fdc\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059&nbsp;[8]\u3002&nbsp;<\/p>\n\n\n\n<p>\u672c\u7a3f\u3067\u306f\u3001\u5f93\u6765Azure OpenA Service\u7b49\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3059\u308bPlatform\u3067\u3042\u3063\u305f\u3001Azure AI Foundry\u4e0a\u306b\u3066\u63d0\u4f9b\u3055\u308c\u308b3\u3064\u306e\u65b0\u305f\u306a\u533b\u7642\u753b\u50cf\u5411\u3051AI\u30e2\u30c7\u30eb\u306e\u7279\u5fb4\u53ca\u3073\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u305d\u3057\u3066\u95a2\u9023\u3059\u308b\u53d6\u308a\u7d44\u307f\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Azure AI Foundry<\/strong><strong>\u4e0a\u3067\u5229\u7528\u53ef\u80fd\u306a\u533b\u7642<\/strong><strong>AI<\/strong><strong>\u30e2\u30c7\u30eb<\/strong>\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u73fe\u5728\u3001Azure AI Foundry\u4e0a\u3067\u306f\u69d8\u3005\u306a\u533b\u7642AI\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059&nbsp;[9]\u3002\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001Microsoft Research\u3084\u3001\u30d1\u30fc\u30c8\u30ca\u30fc\u4f01\u696d\u69d8\u3068\u5171\u540c\u3067\u958b\u767a\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u533b\u7642\u6a5f\u95a2\u69d8\u3084\u30d8\u30eb\u30b9\u30b1\u30a2\u95a2\u9023\u4f01\u696d\u69d8\u306f\u3001\u3053\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3055\u308c\u305f&nbsp;AI&nbsp;\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3057\u30011\u304b\u3089\u540c\u69d8\u306e\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3068\u6bd4\u8f03\u3057\u3066\u3001\u5e83\u7bc4\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u306e\u8981\u4ef6\u3092\u30bc\u30ed\u304b\u3089\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u672c\u5185\u5bb9\u3067\u306f\u3001Microsoft\u304c1st party\u3068\u3057\u3066\u63d0\u4f9b\u3057\u3066\u3044\u308b3\u3064\u306e\u533b\u7642AI\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3001\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>1\u3064\u76ee\u306f\u3001\u201cMedImageInsight\u201d\u3068\u3044\u3046\u533b\u7642AI\u30e2\u30c7\u30eb\u3067\u3059&nbsp;[10]\u3002\u5bfe\u5fdc\u3059\u308b\u753b\u50cf\u306e\u7a2e\u985e\u306f\u975e\u5e38\u306b\u5e45\u5e83\u304f\u3001X\u7dda\u3001CT\u3001MRI\u3001\u81e8\u5e8a\u5199\u771f\u3001\u30c0\u30fc\u30e2\u30b9\u30b3\u30d4\u30fc\uff08\u76ae\u819a\u79d1\u753b\u50cf\uff09\u3001\u7d44\u7e54\u75c5\u7406\u5b66\u753b\u50cf\u3001\u8d85\u97f3\u6ce2\u3001\u30de\u30f3\u30e2\u30b0\u30e9\u30d5\u30a3\u30fc\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u3053\u306e\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u7d50\u679c\u306e\u8a73\u7d30\u3092\u8a18\u3057\u305f\u8ad6\u6587\u3082\u767a\u8868\u3055\u308c\u3066\u304a\u308a\u307e\u3059&nbsp;[11]&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2025\/11\/image-2.webp\" alt=\"Fig.1\u00a0MedImageInsight\u306b\u3088\u308b\u753b\u50cf\u5206\u985e\u306e\u30a4\u30e1\u30fc\u30b8\u00a0\" class=\"wp-image-40452\" \/><figcaption class=\"wp-element-caption\">Fig.1\u00a0MedImageInsight\u306b\u3088\u308b\u753b\u50cf\u5206\u985e\u306e\u30a4\u30e1\u30fc\u30b8\u00a0<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u672c\u30e2\u30c7\u30eb\u306e\u5229\u7528\u7528\u9014\u3068\u3057\u3066\u306f\u3001\u4e0b\u8a18\u304c\u60f3\u5b9a\u3055\u308c\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u985e\u4f3c\u75c7\u4f8b\u691c\u7d22\uff08\u753b\u50cf\u691c\u7d22\uff09\u00a0<\/li>\n<\/ol>\n\n\n\n<p>X\u7dda\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3068\u3001\u904e\u53bb\u306e\u75c7\u4f8b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u985e\u4f3c\u753b\u50cf\u3092\u691c\u7d22\u3057\u3001\u53c2\u8003\u60c5\u5831\u3092\u63d0\u793a\u3002\u76ae\u819a\u79d1\u3084\u30de\u30f3\u30e2\u30b0\u30e9\u30d5\u30a3\u30fc\u306a\u3069\u3067\u3082\u540c\u69d8\u306b\u3001\u8a3a\u65ad\u88dc\u52a9\u3068\u3057\u3066\u6d3b\u7528\u53ef\u80fd\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>\u75be\u60a3\u5206\u985e\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u65b0\u3057\u3044\u75be\u60a3\u3084\u6761\u4ef6\u306b\u5bfe\u3057\u3066\u3001\u8ffd\u52a0\u5b66\u7fd2\u306a\u3057\u3067\u5206\u985e\u3067\u304d\u308b\u305f\u3081\u3001\u8fc5\u901f\u306a\u5bfe\u5fdc\u304c\u53ef\u80fd\u3002\u4f8b\u3048\u3070\u3001\u80f8\u90e8X\u7dda\u3067\u80ba\u708e\u3084\u7d50\u6838\u306a\u3069\u306e\u75be\u60a3\u3092\u81ea\u52d5\u5206\u985e\u304c\u53ef\u80fd\u306b\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u5916\u308c\u5024\u691c\u51fa\uff08\u7570\u5e38\u753b\u50cf\u306e\u767a\u898b\uff09\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u5927\u91cf\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u304b\u3089\u3001\u7570\u5e38\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u6301\u3064\u753b\u50cf\u3092\u81ea\u52d5\u691c\u51fa\u3002\u7814\u7a76\u3084\u54c1\u8cea\u7ba1\u7406\u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u3082\u5f79\u7acb\u3064\u53ef\u80fd\u6027\u6709\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>\u533b\u7642\u7814\u7a76\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u57fa\u76e4\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\u3092\u4f7f\u3063\u3066\u3001\u75be\u60a3\u9593\u306e\u985e\u4f3c\u6027\u5206\u6790\u3084\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u65bd\u3002\u65b0\u3057\u3044\u8a3a\u65ad\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u6cbb\u7642\u65b9\u91dd\u306e\u7814\u7a76\u306b\u6d3b\u7528\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li>\u6559\u80b2\u30fb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u9014\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u533b\u5b66\u751f\u3084\u7814\u4fee\u533b\u5411\u3051\u306b\u3001\u75c7\u4f8b\u691c\u7d22\u3084\u8a3a\u65ad\u7df4\u7fd2\u306e\u305f\u3081\u306eAI\u652f\u63f4\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5229\u7528\u3002\u591a\u69d8\u306a\u30e2\u30c0\u30ea\u30c6\u30a3\u306e\u753b\u50cf\u3092\u4e00\u62ec\u3067\u6271\u3048\u308b\u305f\u3081\u3001\u5305\u62ec\u7684\u306a\u5b66\u7fd2\u304c\u53ef\u80fd\u3002&nbsp;<\/p>\n\n\n\n<p>2\u3064\u76ee\u306f\u3001CXRReportGen\u3068\u3044\u3046\u533b\u7642AI\u30e2\u30c7\u30eb\u3067\u3059&nbsp;[12]\u3002\u533b\u7642\u753b\u50cf\u8a3a\u65ad\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u8981\u4ef6\u304c\u3042\u308b\u3068\u7406\u89e3\u3057\u3066\u304a\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8a73\u7d30\u306a\u753b\u50cf\u306e\u89e3\u91c8\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8907\u6570\u306e\u60c5\u5831\u306e\u7d71\u5408\uff08\u904e\u53bb\u306e\u753b\u50cf\u3068\u306e\u6bd4\u8f03\u3092\u542b\u3080\uff09\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6b63\u78ba\u3067\u81ea\u7136\u306a\u6587\u7ae0\u751f\u6210\u00a0<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u3001\u533b\u7642AI\u30e2\u30c7\u30eb\u306f\u6709\u52b9\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306e1\u3064\u3068\u60f3\u5b9a\u3055\u308c\u307e\u3059\u3002CXRReportGen\u306f\u3001\u904e\u53bb\u306bMicrosoft Research\u304b\u3089\u767a\u8868\u3055\u308c\u305f\u653e\u5c04\u7dda\u753b\u50cf\u306b\u95a2\u3059\u308b\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3055\u305b\u308bMAIRA-2\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3068\u540c\u3058\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5229\u7528\u3057\u3066\u304a\u308a\u307e\u3059&nbsp;[13][14]\u3002&nbsp;<\/p>\n\n\n\n<p>\u672c\u30e2\u30c7\u30eb\u306e\u5229\u7528\u7528\u9014\u3068\u3057\u3066\u306f\u3001\u4e0b\u8a18\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u81ea\u52d5\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\uff08\u80f8\u90e8X\u7dda\u691c\u67fb\uff09\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u60a3\u8005\u306e\u80f8\u90e8X\u7dda\u753b\u50cf\u3092\u5165\u529b\u3059\u308b\u3068\u3001AI\u304c\u6240\u898b\u30ea\u30b9\u30c8\u3092\u751f\u6210\u3057\u3001\u653e\u5c04\u7dda\u8a3a\u65ad\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u4f5c\u6210\u3002\u533b\u5e2b\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u6642\u9593\u3092\u77ed\u7e2e\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>\u904e\u53bb\u753b\u50cf\u3068\u306e\u6bd4\u8f03\u30ec\u30dd\u30fc\u30c8\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u73fe\u5728\u306e\u753b\u50cf\u3068\u904e\u53bb\u306e\u753b\u50cf\u3092\u7d71\u5408\u3057\u3001\u5909\u5316\u3084\u9032\u884c\u72b6\u6cc1\u3092\u660e\u78ba\u306b\u8a18\u8f09\u3002\u6cbb\u7642\u52b9\u679c\u3084\u75be\u60a3\u306e\u9032\u884c\u5ea6\u3092\u628a\u63e1\u3059\u308b\u969b\u306b\u6709\u7528\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u6839\u62e0\u4ed8\u304d\u30ec\u30dd\u30fc\u30c8\uff08\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\uff09\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u6240\u898b\u3054\u3068\u306b\u753b\u50cf\u4e0a\u306e\u4f4d\u7f6e\u60c5\u5831\u3092\u793a\u3057\u3001AI\u304c\u751f\u6210\u3057\u305f\u6587\u7ae0\u306e\u900f\u660e\u6027\u3092\u78ba\u4fdd\u3002\u533b\u5e2b\u304cAI\u306e\u5224\u65ad\u3092\u691c\u8a3c\u3057\u3084\u3059\u304f\u306a\u308b\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>\u6559\u80b2\u30fb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u9014\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u533b\u5b66\u751f\u3084\u7814\u4fee\u533b\u5411\u3051\u306b\u3001AI\u304c\u751f\u6210\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u3068\u753b\u50cf\u306e\u5bfe\u5fdc\u95a2\u4fc2\u3092\u5b66\u7fd2\u3002\u8a3a\u65ad\u30b9\u30ad\u30eb\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3064\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2025\/11\/image-1.webp\" alt=\"Fig.2\u00a0CXRReportGen\u00a0\u306bX\u7dda\u753b\u50cf\u306e\u30ec\u30dd\u30fc\u30c8\u751f\u6210\u3092\u4f9d\u983c\u3059\u308b\u30a4\u30e1\u30fc\u30b8\u00a0\" class=\"wp-image-40451\" \/><figcaption class=\"wp-element-caption\">Fig.2\u00a0CXRReportGen\u00a0\u306bX\u7dda\u753b\u50cf\u306e\u30ec\u30dd\u30fc\u30c8\u751f\u6210\u3092\u4f9d\u983c\u3059\u308b\u30a4\u30e1\u30fc\u30b8\u00a0<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2025\/11\/image-5.webp\" alt=\"Fig.3\u00a0CXRReportGen\u00a0\u306b\u7570\u5e38\u6240\u898b\u3092\u63d0\u793a\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u00a0\" class=\"wp-image-40456\" \/><figcaption class=\"wp-element-caption\">Fig.3\u00a0CXRReportGen\u00a0\u306b\u7570\u5e38\u6240\u898b\u3092\u63d0\u793a\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u00a0<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2025\/11\/image-4.webp\" alt=\"Fig.4\u00a0CXRReportGen\u306b\u60aa\u6027\u7d30\u80de\u306e\u7a2e\u5225\u306e\u6982\u8981\u3092\u8a18\u8ff0\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u00a0\" class=\"wp-image-40455\" \/><figcaption class=\"wp-element-caption\">Fig.4\u00a0CXRReportGen\u306b\u60aa\u6027\u7d30\u80de\u306e\u7a2e\u5225\u306e\u6982\u8981\u3092\u8a18\u8ff0\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u00a0<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u305d\u3057\u30663\u3064\u76ee\u306f\u3001MedImageParse\/MedImageParse&nbsp;3D\u3001\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3067\u3059&nbsp;[15]\u3002&nbsp;<\/p>\n\n\n\n<p>\u751f\u7269\u533b\u5b66\u753b\u50cf\u306e\u89e3\u6790\u306f\u3001\u7d30\u80de\u751f\u7269\u5b66\u3001\u75c5\u7406\u5b66\u3001\u653e\u5c04\u7dda\u5b66\u306a\u3069\u306e\u5206\u91ce\u3067\u65b0\u3057\u3044\u767a\u898b\u3092\u3059\u308b\u305f\u3081\u306b\u6b20\u304b\u305b\u307e\u305b\u3093\u3002&nbsp;<\/p>\n\n\n\n<p>\u5f93\u6765\u306f\u3001\u753b\u50cf\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u300c\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u300d\u300c\u691c\u51fa\u300d\u300c\u8a8d\u8b58\u300d\u3059\u308b\u30bf\u30b9\u30af\u304c\u305d\u308c\u305e\u308c\u5225\u3005\u306b\u51e6\u7406\u3055\u308c\u3066\u3044\u305f\u305f\u3081\u3001\u5168\u4f53\u7684\u306a\u89e3\u6790\u52b9\u679c\u304c\u9650\u5b9a\u7684\u3067\u3057\u305f\u3002&nbsp;<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u767b\u5834\u3057\u305f\u306e\u304cMedImageParse\u3067\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u8907\u6570\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30bf\u30a4\u30d7\u3084\u3055\u307e\u3056\u307e\u306a\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u30e2\u30c0\u30ea\u30c6\u30a3\u306b\u5bfe\u5fdc\u3057\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u30fb\u691c\u51fa\u30fb\u8a8d\u8b58\u3092\u7d71\u5408\u7684\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3055\u308c\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u610f\u5473\u60c5\u5831\u3092\u4ed8\u4e0e\u3057\u3001\u30bf\u30b9\u30af\u9593\u306e\u76f8\u4e92\u95a2\u4fc2\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7cbe\u5ea6\u3092\u9ad8\u3081\u3001\u65b0\u3057\u3044\u5fdc\u7528\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30b7\u30f3\u30d7\u30eb\u306a\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u753b\u50cf\u5185\u306e\u3059\u3079\u3066\u306e\u95a2\u9023\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u81ea\u52d5\u7684\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5f93\u6765\u5fc5\u8981\u3060\u3063\u305f\u5883\u754c\u30dc\u30c3\u30af\u30b9\u306e\u624b\u52d5\u3067\u306e\u6307\u5b9a\u304c\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u307e\u305f\u3001MedImageParse&nbsp;3D\u306f\u3001CT\u3084MRI\u306a\u3069\u306e\u65ad\u9762\u753b\u50cf\u3092\u542b\u30803D\u30dc\u30ea\u30e5\u30fc\u30e0\u5168\u4f53\u3092\u51e6\u7406\u3057\u3001\uff13\u6b21\u5143\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u30de\u30b9\u30af\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u8a73\u7d30\u3067\u7acb\u4f53\u7684\u306a\u89e3\u6790\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u8a73\u7d30\u306a\u4ed5\u69d8\u3084\u691c\u8a3c\u7d50\u679c\u306b\u3064\u3044\u3066\u3082\u767a\u8868\u3055\u308c\u3066\u304a\u308a\u307e\u3059&nbsp;[16][17]\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2025\/11\/image-4.webp\" alt=\"Fig.5\u00a0MedImageParse\u306b\u75c5\u7406\u753b\u50cf\u4e0a\u306e\u60aa\u6027\u7d30\u80de\u3092\u30cf\u30a4\u30e9\u30a4\u30c8\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u00a0\" class=\"wp-image-40454\" \/><figcaption class=\"wp-element-caption\">Fig.5\u00a0MedImageParse\u306b\u75c5\u7406\u753b\u50cf\u4e0a\u306e\u60aa\u6027\u7d30\u80de\u3092\u30cf\u30a4\u30e9\u30a4\u30c8\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u00a0<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2025\/11\/image-3.webp\" alt=\"Fig.6\u00a0MedImageParse\u306b\u76ae\u819a\u79d1\u753b\u50cf\u4e0a\u3067\u60aa\u6027\u9ed2\u8272\u816b\u3092\u691c\u51fa\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u00a0\" class=\"wp-image-40453\" \/><figcaption class=\"wp-element-caption\">Fig.6\u00a0MedImageParse\u306b\u76ae\u819a\u79d1\u753b\u50cf\u4e0a\u3067\u60aa\u6027\u9ed2\u8272\u816b\u3092\u691c\u51fa\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u00a0<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306a\u5229\u7528\u30b7\u30ca\u30ea\u30aa\u306f\u4e0b\u8a18\u306b\u306a\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u75c5\u7406\u753b\u50cf\u306e\u81ea\u52d5\u89e3\u6790\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u7d44\u7e54\u75c5\u7406\u5b66\u753b\u50cf\u304b\u3089\u7d30\u80de\u3084\u7d44\u7e54\u69cb\u9020\u3092\u81ea\u52d5\u7684\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3057\u3001\u7570\u5e38\u90e8\u4f4d\u3092\u691c\u51fa\u3002\u304c\u3093\u8a3a\u65ad\u3084\u7814\u7a76\u306b\u304a\u3051\u308b\u75c5\u7406\u753b\u50cf\u89e3\u6790\u3092\u52b9\u7387\u5316\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>\u653e\u5c04\u7dda\u753b\u50cf\u306e\u81e8\u5e8a\u652f\u63f4\u00a0<\/li>\n<\/ol>\n\n\n\n<p>CT\u3084MRI\u753b\u50cf\u3067\u81d3\u5668\u3084\u75c5\u5909\u3092\u81ea\u52d5\u7684\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3057\u3001\u8a3a\u65ad\u88dc\u52a9\u306b\u6d3b\u7528\u30023D\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u306b\u3088\u308a\u3001\u816b\u760d\u306e\u4f53\u7a4d\u6e2c\u5b9a\u3084\u6cbb\u7642\u8a08\u753b\u306b\u5f79\u7acb\u3064\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u7d30\u80de\u751f\u7269\u5b66\u7814\u7a76\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u9855\u5fae\u93e1\u753b\u50cf\u304b\u3089\u7d30\u80de\u3084\u7d30\u80de\u5185\u69cb\u9020\u3092\u691c\u51fa\u30fb\u8a8d\u8b58\u3057\u3001\u5b9a\u91cf\u89e3\u6790\u3092\u81ea\u52d5\u5316\u3002\u5927\u898f\u6a21\u306a\u7d30\u80de\u753b\u50cf\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u306b\u5bfe\u5fdc\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>\u7570\u5e38\u691c\u51fa\u3068\u30c7\u30fc\u30bf\u54c1\u8cea\u7ba1\u7406\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u533b\u7642\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5916\u308c\u5024\u3084\u7570\u5e38\u306a\u69cb\u9020\u3092\u691c\u51fa\u3057\u3001\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u5229\u7528AI\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u5411\u4e0a\u306b\u8ca2\u732e\u3002&nbsp;<\/p>\n\n\n\n<p>\uff0a\u73fe\u5728\u3001\u672c\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u3054\u7d39\u4ecb\u3057\u305f\u533b\u7642AI\u30e2\u30c7\u30eb\u306f\u3001\u7814\u7a76\u3068\u30e2\u30c7\u30eb\u958b\u767a\u3092\u76ee\u7684\u3068\u3057\u3066\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u304a\u308a\u3001\u81e8\u5e8a\u73fe\u5834\u3067\u305d\u306e\u307e\u307e\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u306f\u610f\u56f3\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u5065\u5eb7\u72b6\u614b\u3084\u75c5\u72b6\u306e\u8a3a\u65ad\u307e\u305f\u306f\u6cbb\u7642\u3092\u7528\u9014\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u304a\u5ba2\u69d8\u306f\u3001\u533b\u7642&nbsp;AI&nbsp;\u30e2\u30c7\u30eb\u306e\u3042\u3089\u3086\u308b\u4f7f\u7528\u306b\u5bfe\u3057\u3066\u5358\u72ec\u3067\u8cac\u4efb\u3092\u8ca0\u3046\u3082\u306e\u3068\u3057\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>\u95a2\u9023\u3059\u308b\u53d6\u308a\u7d44\u307f\u4f8b<\/strong>\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u533b\u7642\u753b\u50cf\u306b\u95a2\u9023\u3059\u308b\u95a2\u9023\u3059\u308b\u53d6\u308a\u7d44\u307f\u3068\u3057\u3066\u3001Alliance for Healthcare from the Eye (AHE)\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059&nbsp;[18]\u3002AHE\u306f\u3001\u533b\u7642\u6a5f\u95a2\u306e\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0\u3067\u3042\u308a\u3001\u533b\u7642\u30b7\u30b9\u30c6\u30e0\u3001\u533b\u5e2b\u3001\u4fdd\u967a\u8005\u3001\u7814\u7a76\u8005\u3001\u653f\u7b56\u7acb\u6848\u8005\u3001\u898f\u5236\u5f53\u5c40\u3001\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u5c02\u9580\u5bb6\u3001\u7523\u696d\u754c\u304a\u3088\u3073\u653f\u5e9c\u306e\u4ee3\u8868\u8005\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5f0a\u793e\u3082\u53c2\u753b\u3057\u3066\u3044\u308b\u672c\u53d6\u7d44\u3067\u306f\u3001AHE\u306f\u3001\u73fe\u5b9f\u306e\u533b\u7642\u73fe\u5834\u306b\u304a\u3044\u3066\u30aa\u30ad\u30e5\u30ed\u30df\u30af\u30b9\uff08\u773c\u79d1\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u533b\u7642\u6280\u8853\uff09\u306e\u502b\u7406\u7684\u304b\u3064\u30a4\u30f3\u30d1\u30af\u30c8\u306e\u3042\u308b\u5c0e\u5165\u3092\u4fc3\u9032\u3059\u308b\u3053\u3068\u3067\u3001\u624b\u9803\u306a\u4fa1\u683c\u306e\u533b\u7642\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u62e1\u5927\u3057\u3001\u81e8\u5e8a\u6210\u679c\u306e\u5411\u4e0a\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u73fe\u5728\u306e\u6d3b\u52d5\u5185\u5bb9\u3068\u3057\u3066\u306f\u3001\u4e0b\u8a18\u306b\u306a\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u7db2\u819c\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u306f\u3001\u7cd6\u5c3f\u75c5\u6027\u7db2\u819c\u75c7\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u308b\u975e\u4fb5\u8972\u7684\u306a\u691c\u67fb\u624b\u6cd5\u3067\u3059\u3002\u5b9a\u671f\u7684\u306a\u7db2\u819c\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u304c\u3001\u4ed6\u306e\u591a\u304f\u306e\u5fc3\u8840\u7ba1\u75be\u60a3\u3084\u795e\u7d4c\u75be\u60a3\u306e\u30ea\u30b9\u30af\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u89e3\u6c7a\u7b56\u3068\u3057\u3066\u3001Nuance Precision Imaging Network\u3068THI 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start=\"4\" class=\"wp-block-list\">\n<li><strong>\u4eca\u5f8c\u306e\u5c55\u671b<\/strong>\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306b\u3001Azure AI&nbsp;Foundry\u4e0a\u304b\u3089\u3001\u8907\u6570\u306e\u6700\u65b0\u306e\u533b\u7642\u753b\u50cfAI\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30af\u30e9\u30a6\u30c9\u306a\u3089\u3067\u306f\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u7b49\u306e\u30e1\u30ea\u30c3\u30c8\u3082\u540c\u6642\u306b\u4eab\u53d7\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001AI\/\u751f\u6210AI\u304c\u8a3a\u65ad\u30fb\u6cbb\u7642\u306b\u533b\u7642\u7684\u8cac\u4efb\u3092\u4f34\u3046\u4e2d\u3067\u3001\u30c7\u30fc\u30bf\u30d0\u30a4\u30a2\u30b9\u3001\u900f\u660e\u6027\u3001\u516c\u5e73\u6027\u3078\u306e\u691c\u8a3c\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u307e\u305f\u3001\u5404\u56fd\u306e\u6cd5\u5f8b\u3001\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u3063\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u767a\u5c55\u3068\u5b89\u5168\u6027\u3078\u306e\u8003\u616e\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u91cd\u8981\u8996\u306a\u304c\u3089\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u9818\u57df\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u306b\u3088\u308b\u65e2\u5b58\u696d\u52d9\u306e\u52b9\u7387\u5316\u3001\u65b0\u305f\u306a\u4fa1\u5024\u5275\u9020\u306b\u5411\u3051\u305f\u3054\u652f\u63f4\u3092\u7d99\u7d9a\u3057\u3066\u53c2\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u53c2\u8003\u6587\u732e<\/strong>&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.mdpi.com\/2078-2489\/16\/3\/195\" target=\"_blank\" rel=\"noreferrer noopener\">Deep Convolutional Neural Networks in Medical Image Analysis: A Review<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s40846-024-00863-x\" target=\"_blank\" rel=\"noreferrer noopener\">Role of Artificial Intelligence in Medical Image Analysis: A Review of Current Trends and Future Directions | Journal of Medical and Biological Engineering<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/arxiv.org\/pdf\/2510.16973\" target=\"_blank\" rel=\"noreferrer noopener\">Foundation Models in Medical Image Analysis: A Systematic Review and Meta-Analysis<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.frontiersin.org\/journals\/artificial-intelligence\/articles\/10.3389\/frai.2023.1289669\/full\" target=\"_blank\" rel=\"noreferrer noopener\">Frontiers | Trends and hotspots in research on medical images with deep learning: a bibliometric analysis from 2013 to 2023<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.datainsightsmarket.com\/reports\/ai-based-medical-image-analysis-538877\" target=\"_blank\" rel=\"noreferrer noopener\">AI-based Medical Image Analysis 2025-2033 Analysis: Trends, Competitor Dynamics, and Growth Opportunities<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"6\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.forbes.com\/sites\/sachinjain\/2025\/10\/21\/ai-adoption-in-healthcare-is-surging-what-a-new-report-reveals\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Adoption In Healthcare Is Surging: What A New Report Reveals<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"7\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.spectral-ai.com\/blog\/artificial-intelligence-in-medical-imaging\/\" target=\"_blank\" rel=\"noreferrer noopener\">Artificial Intelligence in Medical Imaging | AI in Imaging<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"8\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.corelinesoft.com\/en\/blog\/Insight\/us-healthcare-ai-market-2025\" target=\"_blank\" rel=\"noreferrer noopener\">2025 U.S. Healthcare AI Outlook<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"9\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-foundry\/how-to\/healthcare-ai\/healthcare-ai-models\" target=\"_blank\" rel=\"noreferrer noopener\">Azure AI Foundry\u00a0\u30dd\u30fc\u30bf\u30eb\u5185\u306e\u533b\u7642\u7528\u306e\u57fa\u790e\u30e2\u30c7\u30eb\u00a0&#8211; Azure AI Foundry | Microsoft Learn<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"10\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-foundry\/how-to\/healthcare-ai\/deploy-medimageinsight\" target=\"_blank\" rel=\"noreferrer noopener\">Azure AI Foundry\u00a0\u3067\u00a0MedImageInsight\u00a0\u533b\u7642\u00a0AI\u00a0\u30e2\u30c7\u30eb\u3092\u5c55\u958b\u3057\u3066\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u00a0&#8211; Azure AI Foundry | Microsoft Learn<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"11\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/arxiv.org\/abs\/2410.06542\" target=\"_blank\" rel=\"noreferrer noopener\">[2410.06542] MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"12\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-foundry\/how-to\/healthcare-ai\/deploy-cxrreportgen\" target=\"_blank\" rel=\"noreferrer noopener\">Azure AI Foundry\u00a0\u3067\u00a0CXRReportGen\u00a0\u533b\u7642\u00a0AI\u00a0\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u00a0&#8211; Azure AI Foundry | Microsoft Learn<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"13\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/Azure\/azureml-assets\/wiki\/models-CxrReportGen\" target=\"_blank\" rel=\"noreferrer noopener\">models CxrReportGen \u00b7 Azure\/azureml-assets Wiki<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"14\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/maira-2-grounded-radiology-report-generation\/\" target=\"_blank\" rel=\"noreferrer noopener\">MAIRA-2: Grounded Radiology Report Generation &#8211; Microsoft Research<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"15\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-foundry\/how-to\/healthcare-ai\/deploy-medimageparse?tabs=medimageparse\" target=\"_blank\" rel=\"noreferrer noopener\">Azure AI Foundry\u00a0\u3092\u4f7f\u7528\u3057\u305f\u00a0MedImageParse\u00a0\u304a\u3088\u3073\u00a0MedImageParse 3D\u00a0\u533b\u7642\u00a0AI\u00a0\u30e2\u30c7\u30eb\u00a0&#8211; Azure AI Foundry | Microsoft Learn<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"16\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/Azure\/azureml-assets\/wiki\/models-MedImageParse\" target=\"_blank\" rel=\"noreferrer noopener\">models MedImageParse \u00b7 Azure\/azureml-assets Wiki<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"17\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/Azure\/azureml-assets\/wiki\/models-MedImageParse3D\" target=\"_blank\" rel=\"noreferrer noopener\">models MedImageParse3D \u00b7 Azure\/azureml-assets Wiki<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"18\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.healthcarefromtheeye.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">The Alliance for Healthcare from the Eye<\/a>\u00a0<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u533b\u7642\u753b\u50cf\u5206\u6790\u9818\u57df\u3078\u306eAI\u6d3b\u7528\u306f2010\u5e74\u4ee3\u3088\u308a\u6025\u5897\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u6628\u4eca\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u8a3a\u65ad\u7cbe\u5ea6\u306e\u5411\u4e0a\u3084\u533b\u5e2b\u306e\u696d\u52d9\u8ca0\u8377\u4f4e\u6e1b\u7b49\u3001\u65b0\u305f\u306a\u4fa1\u5024\u5275\u51fa\u304c\u671f\u5f85\u3055\u308c\u3066\u304a\u308a\u307e\u3059\u3002 <\/p>\n<p>\u533b\u7642\u753b\u50cf\u5206\u6790\u9818\u57df\u3078\u306eAI\u6d3b\u7528\u306f2010\u5e74\u4ee3\u3088\u308a\u6025\u5897\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u6628\u4eca\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u8a3a\u65ad\u7cbe\u5ea6\u306e\u5411\u4e0a\u3084\u533b\u5e2b\u306e\u696d\u52d9\u8ca0\u8377\u4f4e\u6e1b\u7b49\u3001\u65b0\u305f\u306a\u4fa1\u5024\u5275\u51fa\u304c\u671f\u5f85\u3055\u308c\u3066\u304a\u308a\u307e\u3059\u3002<br \/>\nAzure AI Foundry\u4e0a\u3067\u306f\u3001\u65b0\u305f\u306b\u8907\u6570\u306e\u533b\u7642\u753b\u50cf\u5411\u3051AI\u30e2\u30c7\u30eb\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3001\u5bb9\u6613\u306b\u753b\u50cf\u306e\u5206\u985e\u3001\u691c\u7d22\u3001\u816b\u760d\u90e8\u5206\u306e\u62bd\u51fa\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u7b49\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002 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