{"id":2485,"date":"2025-08-14T13:58:55","date_gmt":"2025-08-14T04:58:55","guid":{"rendered":"https:\/\/r-medix.org\/jdaim\/?page_id=2485"},"modified":"2026-03-14T11:08:41","modified_gmt":"2026-03-14T02:08:41","slug":"research","status":"publish","type":"page","link":"https:\/\/r-medix.org\/jdaim\/research\/","title":{"rendered":"\u7814\u7a76\u90e8\u6848\u5185"},"content":{"rendered":"\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/r-medix.org\/wp-content\/uploads\/2025\/08\/PC1.mp4\"><\/video><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b9\u30bf\u30c3\u30d5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u9577\/\u6559\u6388\u3000\u4e2d\u7530\u3000\u5178\u751f\u3000\uff08Norio Nakata, MD, PhD)\u3000<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/r-medix.org\/wp-content\/uploads\/2025\/08\/cbf15a145cb2f92b037640787b51f86c.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"149\" height=\"182\" src=\"https:\/\/r-medix.org\/wp-content\/uploads\/2025\/08\/cbf15a145cb2f92b037640787b51f86c.jpg\" alt=\"\" class=\"wp-image-2511\"\/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7565\u6b74<br>1988\u5e74\u6771\u4eac\u6148\u6075\u4f1a\u533b\u79d1\u5927\u5b66\u533b\u5b66\u90e8\u5352\u696d\u3001<br>1993\u5e74\u65e5\u672c\u533b\u5b66\u653e\u5c04\u7dda\u5b66\u4f1a\u653e\u5c04\u7dda\u79d1\u5c02\u9580\u533b\uff08\u8a3a\u65ad\uff09\u53d6\u5f97\u3001<br>2001\u533b\u5b66\u535a\u58eb\u53d6\u5f97\u3001\u540c\u5e74\u304b\u3089\u6771\u4eac\u6148\u6075\u4f1a\u533b\u79d1\u5927\u5b66\u9ad8\u6b21\u5143\u533b\u7528\u753b\u50cf\u5de5\u5b66\u7814\u7a76\u6240\u306b\u3066\u9234\u6728\u76f4\u6a39\u6559\u6388\u306b\u5e2b\u4e8b\u3001<br>2004\u5e74\u306b\u540c\u5927\u653e\u5c04\u7dda\u533b\u5b66\u8b1b\u5ea7\u8b1b\u5e2b\u3092\u7d4c\u3066\u3001<br>2011\u5e74\u304b\u3089\u6771\u4eac\u6148\u6075\u4f1a\u533b\u79d1\u5927\u5b66\u533b\u5b66\u90e8\u51c6\u6559\u6388\u3002<br>2014\u5e74\u304b\u30892023\u5e74\u307e\u3067\u3000\u6148\u6075\u533b\u5927\u672c\u9662\u3000\u8d85\u97f3\u6ce2\u8a3a\u65ad\u30bb\u30f3\u30bf\u30fc\u9577<br>2017\u5e74\u539a\u751f\u52b4\u50cd\u7701\u3000\u4fdd\u5065\u533b\u7642\u5206\u91ce\u306b\u304a\u3051\u308b\uff21\uff29\u6d3b\u7528\u63a8\u9032\u61c7\u8ac7\u4f1a \u69cb\u6210\u54e1\u3001<br>2020\u5e744\u6708\u304b\u3089\u3000\u7dcf\u5408\u533b\u79d1\u5b66\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u4eba\u5de5\u77e5\u80fd\u533b\u5b66\u7814\u7a76\u90e8\u3000\u90e8\u9577<br>2023\u5e744\u6708\u304b\u3089\u3000\u7dcf\u5408\u533b\u79d1\u5b66\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u4eba\u5de5\u77e5\u80fd\u533b\u5b66\u7814\u7a76\u90e8\u3000\u6559\u6388<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c02\u9580<br>\u653e\u5c04\u7dda\u79d1\uff08\u753b\u50cf\u8a3a\u65ad\uff09\u3001\u8d85\u97f3\u6ce2\u533b\u5b66\uff08\u8a3a\u65ad\u3001\u5c02\u9580\u533b\u30fb\u6307\u5c0e\u533b\uff09\u3001\u4eba\u5de5\u77e5\u80fd\u533b\u5b66<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u5c5e\u5b66\u4f1a\u3000<br>\u65e5\u672c\u533b\u5b66\u653e\u5c04\u7dda\u5b66\u4f1a<br>\u65e5\u672c\u8d85\u97f3\u6ce2\u533b\u5b66\u4f1a<br>\u65e5\u672c\u30e1\u30c7\u30a3\u30ab\u30ebAI\u5b66\u4f1a\u3000\u9867\u554f<br>\u65e5\u672c\u533b\u7528\u753b\u50cf\u5de5\u5b66\u4f1a\u3000\u5e38\u4efb\u5e79\u4e8b<br>RSNA RadioGraphics\u8a8c\uff08Informatics\u62c5\u5f53\uff09Reviewer<br>RSNA Radiology: Artificial Intelligence\u8a8c\uff08\uff5e2019\uff09\u3000\u7de8\u96c6\u59d4\u54e1(Associate Editor)<br>RSNA2017\uff5e2019\u3000 RSNA Scientific Session(\u53e3\u982d\u767a\u8868) Program Committee\u59d4\u54e1<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u52a9\u6559\u3000\u738b\u3000\u4f5c\u8ecd\u3000\uff08Zuojun Wang, MD, PhD)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7814\u7a76\u5185\u5bb9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1\uff0e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u533b\u7642\u5206\u91ce\u306b\u304a\u3051\u308b\u6709\u52b9\u6027\u306e\u691c\u8a0e<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2024\u5e74\u5ea6\u3092\u901a\u3058\u3066\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u533b\u7642\u5206\u91ce\u306b\u304a\u3051\u308b\u6709\u52b9\u6027\u3068\u9650\u754c\u3092\u3001\u65e5\u672c\u8a9e\u74b0\u5883\u30fb\u533b\u7642\u753b\u50cf\u30fb\u904b\u7528\u9762\u306e\u4e09\u3064\u306e\u8ef8\u304b\u3089\u4f53\u7cfb\u7684\u306b\u691c\u8a3c\u3057\u305f\u3002\u751f\u6210AI\u306e\u6025\u901f\u306a\u666e\u53ca\u3092\u80cc\u666f\u306b\u3001\u79c1\u305f\u3061\u304c\u91cd\u8996\u3057\u305f\u306e\u306f\u3001\u7b2c\u4e00\u306b\u65e5\u672c\u8a9e\u306e\u533b\u7642\u77e5\u8b58\u306b\u5bfe\u3059\u308b\u7db2\u7f85\u6027\u3068\u6b63\u78ba\u6027\u3001\u7b2c\u4e8c\u306b\u533b\u7642\u753b\u50cf\u8aad\u5f71\u3092\u542b\u3080\u591a\u30e2\u30fc\u30c0\u30eb\u63a8\u8ad6\u306e\u5b9f\u529b\u3001\u7b2c\u4e09\u306b\u533b\u7642\u5b89\u5168\u3068\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u3092\u4e21\u7acb\u3055\u305b\u305f\u5b9f\u88c5\u8981\u4ef6\u3067\u3042\u308b\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u65e5\u672c\u306e\u533b\u5e2b\u56fd\u5bb6\u8a66\u9a13\uff08\u7b2c117\u56de\uff09\u306e\u8a2d\u554f\u3068\u3001\u65e5\u672c\u8d85\u97f3\u6ce2\u533b\u5b66\u4f1a\u306e\u8d85\u97f3\u6ce2\u691c\u67fb\u58eb\u8a8d\u5b9a\u8a66\u9a13\u554f\u984c\u96c6\u3092\u7528\u3044\u3066\u3001ChatGPT \u7cfb\u5217\u3068\u533b\u7642\u7279\u5316\u578b\u306e\u30aa\u30fc\u30d7\u30f3LLM\u306e\u6027\u80fd\u3092\u6bd4\u8f03\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u533b\u5e2b\u56fd\u5bb6\u8a66\u9a13\u306b\u95a2\u3059\u308b\u691c\u8a3c\u3067\u306f\u3001A\u301cE\u306e\u8a2d\u554f\u7fa4\u304b\u3089\u4ee3\u8868\u4f8b\u3092\u62bd\u51fa\u3057\u3001ChatGPT 3.5\u3001ChatGPT-4-0125\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u6a5f\u80fd\u3092\u5099\u3048\u305fChatGPT-4o\u306b\u52a0\u3048\u3001Clinical Camel 70B\u3084Med42-70B\u3068\u3044\u3063\u305f\u30aa\u30fc\u30d7\u30f3\u304b\u3064\u533b\u7642\u7279\u5316\u306e\u30e2\u30c7\u30eb\u3082\u3042\u308f\u305b\u3066\u8a55\u4fa1\u3057\u305f\u3002\u753b\u50cf\u554f\u984c\u3092\u542b\u3080\u8907\u6570\u306e\u8a2d\u554f\u3067\u306f\u3001\u65e7\u6765\u306e\u30c6\u30ad\u30b9\u30c8\u5c02\u7528\u30e2\u30c7\u30eb\u304c\u8aa4\u8aad\u306b\u9665\u308b\u4e00\u65b9\u3001ChatGPT-4o\u3067\u306f\u753b\u50cf\u6240\u898b\u306e\u7406\u89e3\u304c\u6539\u5584\u3057\u3001\u4f8b\u3048\u3070\u5916\u50b7\u5f8c\u306e\u7e26\u9694\u6c17\u816b\u304c\u7591\u308f\u308c\u308b\u75c7\u4f8b\u306e\u5bfe\u5fdc\u306b\u95a2\u3059\u308b\u8a2d\u554f\u3067\u306f\u3001\u81e8\u5e8a\u72b6\u6cc1\u3068\u753b\u50cf\u6240\u898b\u3092\u7d71\u5408\u3057\u305f\u59a5\u5f53\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u5230\u9054\u3067\u304d\u308b\u5834\u9762\u304c\u89b3\u5bdf\u3055\u308c\u305f\u3002\u305f\u3060\u3057\u3001\u533b\u7642\u624b\u6280\u306e\u624b\u9806\u3084\u5b9f\u5730\u7684\u64cd\u4f5c\u3092\u554f\u3046\u554f\u984c\u3067\u306f\u4f9d\u7136\u3068\u3057\u3066\u4e0d\u5b89\u5b9a\u3055\u304c\u6b8b\u308a\u3001\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u3092\u305d\u306e\u307e\u307e\u81e8\u5e8a\u73fe\u5834\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u306f\u614e\u91cd\u3067\u3042\u308b\u3079\u304d\u3001\u3068\u3044\u3046\u7d50\u8ad6\u306b\u81f3\u3063\u3066\u3044\u308b\u3002\u7dcf\u3058\u3066\u3001ChatGPT-4o\u306f\u65e5\u672c\u8a9e\u533b\u5e2b\u56fd\u5bb6\u8a66\u9a13\u76f8\u5f53\u306e\u8a2d\u554f\u306b\u304a\u3044\u3066\u5408\u683c\u6c34\u6e96\u306b\u9054\u3059\u308b\u9ad8\u3044\u6027\u80fd\u3092\u793a\u3057\u305f\u304c\u3001\u533b\u7642\u5b89\u5168\u4e0a\u306e\u89b3\u70b9\u304b\u3089\u306f\u3001\u4eba\u9593\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u76e3\u7763\u3068\u691c\u8a3c\u3092\u524d\u63d0\u3068\u3057\u305f\u5229\u7528\u8a2d\u8a08\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8d85\u97f3\u6ce2\u691c\u67fb\u58eb\u8a8d\u5b9a\u8a66\u9a13\u554f\u984c\u96c6\u3092\u7528\u3044\u305f\u691c\u8a3c\u3067\u306f\u3001\u753b\u50cf\u3092\u63d0\u793a\u3057\u306a\u3044\u8a66\u9a13\uff08Trial 1\uff09\u3068\u753b\u50cf\u3092\u4f34\u3046\u8a66\u9a13\uff08Trial 2\uff09\u306e\u4e8c\u7cfb\u7d71\u3092\u8a2d\u3051\u305f\u3002\u524d\u8005\u3067\u306f\u57fa\u790e\u9818\u57df\u3001\u4f53\u8868\u3001\u5faa\u74b0\u5668\u3001\u6d88\u5316\u5668\u30fb\u6ccc\u5c3f\u5668\u3001\u5065\u8a3a\u3092\u542b\u3080127\u554f\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u62bd\u51fa\u3057\u3001\u5f8c\u8005\u3067\u306f\u4f53\u8868\u3001\u5faa\u74b0\u5668\u3001\u6d88\u5316\u5668\u30fb\u6ccc\u5c3f\u5668\u3001\u5065\u8a3a\u304b\u3089\u5408\u8a08100\u554f\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3002\u30e2\u30c7\u30eb\u306b\u306fChatGPT 3.5\u3068gpt-4-0125-preview\u306b\u52a0\u3048\u3001\u9662\u5185\u306e\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306b\u91cf\u5b50\u5316\u5c0e\u5165\u3057\u305fMed42-70B-AWQ\u3092\u7528\u3044\u305f\u3002Trial 1\u3067\u306fChatGPT-4\u304c\u6700\u3082\u5b89\u5b9a\u3057\u305f\u6210\u7e3e\u3092\u793a\u3057\u3001\u8d85\u97f3\u6ce2\u7269\u7406\u306e\u57fa\u790e\u5206\u91ce\u3067\u306f\u81e8\u5e8a\u6559\u80b2\u306b\u4f7f\u7528\u53ef\u80fd\u3068\u5224\u65ad\u3057\u5f97\u308b\u6c34\u6e96\u306e\u6b63\u7b54\u7387\u304c\u5f97\u3089\u308c\u305f\u3002Trial 2\u3067\u306f\u3001\u30ab\u30e9\u30fc\u30c9\u30d7\u30e9\u306b\u3088\u308b\u8840\u6d41\u306e\u6709\u7121\u3084\u77e2\u5370\u3067\u793a\u3055\u308c\u305f\u6240\u898b\u306e\u4f4d\u7f6e\u95a2\u4fc2\u3068\u3044\u3063\u305f\u4e00\u6b21\u7684\u306a\u753b\u50cf\u8a8d\u8b58\u306f\u6982\u306d\u53ef\u80fd\u3067\u3042\u3063\u305f\u4e00\u65b9\u3001\u6700\u7d42\u8a3a\u65ad\u306e\u9078\u629e\u306b\u969b\u3057\u3066\u306f\u9818\u57df\u6a2a\u65ad\u7684\u306a\u77e5\u8b58\u7d71\u5408\u304c\u8981\u6c42\u3055\u308c\u308b\u8a2d\u554f\u3067\u8aa4\u308a\u304c\u6b8b\u5b58\u3057\u3001\u753b\u50cf\u7406\u89e3\u304b\u3089\u8a3a\u65ad\u4eee\u8aac\u306e\u512a\u5148\u9806\u4f4d\u4ed8\u3051\u306b\u81f3\u308b\u63a8\u8ad6\u904e\u7a0b\u306e\u6700\u9069\u5316\u304c\u4eca\u5f8c\u306e\u8ab2\u984c\u3067\u3042\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u3002\u4ee3\u8868\u7684\u306a\u89e3\u7b54\u50be\u5411\u3068\u3057\u3066\u3001\u30b9\u30da\u30c3\u30af\u30eb\u306b\u95a2\u3059\u308b\u57fa\u790e\u554f\u984c\u3067\u306f\u5e72\u6e09\u73fe\u8c61\u306e\u8aac\u660e\u306b\u6574\u5408\u6027\u304c\u898b\u3089\u308c\u3001\u8179\u90e8\u6a2a\u65ad\u50cf\u306e\u90e8\u4f4d\u540c\u5b9a\u3067\u306f\u30e9\u30d9\u30ea\u30f3\u30b0\u306e\u8aa4\u308a\u3092\u6307\u6458\u3067\u304d\u308b\u5834\u9762\u3082\u78ba\u8a8d\u3055\u308c\u305f\u304c\u3001\u6700\u7d42\u5224\u65ad\u306e\u4e00\u8cab\u6027\u3068\u3044\u3046\u70b9\u3067\u306f\u6539\u5584\u306e\u4f59\u5730\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u8853\u57fa\u76e4\u306e\u6574\u5099\u306b\u3064\u3044\u3066\u306f\u3001\u533b\u7642\u30c7\u30fc\u30bf\u306b\u56fa\u6709\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u8981\u4ef6\u3092\u8e0f\u307e\u3048\u3001\u30af\u30e9\u30a6\u30c9\u578bLLM\u306e\u5229\u4fbf\u6027\u3068\u30ea\u30b9\u30af\u3092\u6bd4\u8f03\u691c\u8a0e\u3057\u306a\u304c\u3089\u3001\u9662\u5185\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u306e\u63a8\u8ad6\u5b9f\u884c\u3092\u91cd\u8996\u3057\u305f\u3002\u91cf\u5b50\u5316\u3084\u84b8\u7559\u3001\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u3068\u3044\u3063\u305f\u8efd\u91cf\u5316\u6280\u8853\u3092\u9069\u7528\u3057\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u306e\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u904b\u7528\u306b\u8010\u3048\u308b\u30e2\u30c7\u30eb\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u305f\u307b\u304b\u3001\u9ad8\u901f\u63a8\u8ad6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u691c\u8a3c\u3092\u901a\u3058\u3066\u3001\u5916\u90e8\u9001\u4fe1\u3092\u4f34\u308f\u306a\u3044\u8a55\u4fa1\u4f53\u5236\u3092\u6574\u3048\u305f\u3002\u30e2\u30c7\u30eb\u9078\u5b9a\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u5916\u90e8\u306e\u533b\u7642LLM\u30ea\u30fc\u30c0\u30fc\u30dc\u30fc\u30c9\u7b49\u306e\u5ba2\u89b3\u6307\u6a19\u3092\u53c2\u7167\u3057\u3064\u3064\u3001\u30bf\u30b9\u30af\u7279\u6027\u306b\u5fdc\u3058\u305f\u66f4\u65b0\u65b9\u91dd\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u904b\u7528\u306f\u3001\u76e3\u67fb\u30ed\u30b0\u306e\u53d6\u5f97\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u51fa\u529b\u306e\u4fdd\u5b58\u3001\u518d\u73fe\u6027\u306e\u78ba\u4fdd\u306a\u3069\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u8981\u4ef6\u3068\u8868\u88cf\u4e00\u4f53\u3067\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2\uff0e\u4eba\u5de5\u77e5\u80fd\u3092\u7528\u3044\u305f\u5358\u7d14X\u7dda\u5199\u771f\u3067\u306e\u4ed9\u9aa8\u9aa8\u6298\u691c\u51fa\u306e\u7814\u7a76<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9aa8\u76e4\u90e8\u5358\u7d14X\u7dda\u5199\u771f\uff08XR\uff09\u4e0a\u3067\u4ed9\u9aa8\u9aa8\u6298\u3092\u6b63\u78ba\u306b\u691c\u51fa\u3067\u304d\u308bAI\u3092\u958b\u767a\u3057\u3001\u305d\u306e\u7cbe\u5ea6\u3092\u6574\u5f62\u5916\u79d1\u5c02\u9580\u533b\u306e\u3082\u306e\u3068\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u3002\u672c\u7814\u7a76\u306f\u3001\u6574\u5f62\u5916\u79d1\u7a32\u57a3\u76f4\u54c9\u5148\u751f\u3068\u306e\u5171\u540c\u7814\u7a76\u3067\u3001\u672c\u7814\u7a76\u90e8\u3067\u306fAI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4f5c\u6210\u3068\u305d\u306e\u8a55\u4fa1\u3092\u5206\u62c5\u3057\u3066\u3044\u308b\u3002\u5bfe\u8c61\u306f\u9aa8\u76e4\u9aa8\u6298\u304c\u7591\u308f\u308c\u308b\u60a3\u8005\u3067\u3001XR\u3068CT\u30b9\u30ad\u30e3\u30f3\u304c\u64ae\u5f71\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u3042\u308b\u3002X\u7dda\u5199\u771f\u306fCT\u306e\u7d50\u679c\u3092\u3082\u3068\u306b\u4ed9\u9aa8\u9aa8\u6298\u306e\u72b6\u614b\u306b\u5fdc\u3058\u3066\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u305f\uff0e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\uff082038\u753b\u50cf\uff09\u3068\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\uff08200\u753b\u50cf\uff09\u306b\u5206\u3051\u3089\u308c\u305f\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u3092\u7528\u3044\u30668\u3064\u306e\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u305f\uff0e\u5b66\u7fd2\u5f8c\u306e\u30e2\u30c7\u30eb\u306f\u8b58\u5225\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u305f\uff0e\u307e\u305f\uff0c\u540c\u3058\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\uff0c\u7d4c\u9a13\u8c4a\u5bcc\u306a\u6574\u5f62\u5916\u79d1\u533b4\u540d\u306b\u3088\u308b\u691c\u51fa\u80fd\u529b\u3082\u6e2c\u5b9a\u3057\u305f\uff0e\u6574\u5f62\u5916\u79d1\u533b\u306b\u3088\u308b\u9aa8\u6298\u306e\u8a55\u4fa1\u7d50\u679c\u3092\u3001\u66f2\u7dda\u4e0b\u9762\u7a4d\u306e\u5024\u304c\u4e0a\u4f4d3\u3064\u306eCNN\u306e\u7d50\u679c\u3068\u6bd4\u8f03\u3057\u305f\u3002\u305d\u306e\u7d50\u679c 8\u3064\u306e\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3001\u66f2\u7dda\u4e0b\u9762\u7a4d\u304c\u6700\u3082\u9ad8\u304b\u3063\u305f\u306e\u306f\u3001Inception V3\uff080.989\uff09\u3001Xception\uff080.987\uff09\u3001Inception ResNetV2\uff080.984\uff09\u3067\u3042\u3063\u305f\u3002\u307e\u305f\u3001\u3053\u308c\u30893\u3064\u306eCNN\u3067\u306f\u3001\u6574\u5f62\u5916\u79d1\u533b\u3088\u308a\u3082\u691c\u51fa\u7387\u304c\u6709\u610f\u306b\u9ad8\u304b\u3063\u305f\u3002<br>\u7d50\u8ad6 \u6574\u5f62\u5916\u79d1\u533b\u3068\u6bd4\u8f03\u3057\u3066\uff0cAI\u306f\u4ed9\u9aa8\u9aa8\u6298\u3092\u3088\u308a\u3088\u304f\u691c\u51fa\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\uff0eAI\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u4ed9\u9aa8\u9aa8\u6298\u3092\u3088\u308a\u3088\u304f\u691c\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u6574\u5f62\u5916\u79d1\u306b\u304a\u3051\u308b\u78ba\u7387\u7684\u30bf\u30b9\u30af\u306e\u51e6\u7406\u3068\u4f1d\u9054\u3092\u5f37\u5316\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u672c\u7814\u7a76\u306f\u3001\u73fe\u5728\u88fd\u54c1\u5316\u306e\u305f\u3081\u306b\u5b66\u7fd2\u30c7\u30fc\u30bf\u3001\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5897\u3084\u3057\u3001\u3055\u3089\u306a\u308b\u9ad8\u6027\u80fd\u306e\u30e2\u30c7\u30eb\u306e\u9078\u5b9a\u3092\u9032\u3081\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\uff0e\u753b\u50cf\u8a3a\u65ad\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u63a8\u9032\u306e\u305f\u3081\u306e\u6559\u80b2\u30fb\u5553\u8499\u6d3b\u52d5<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u7a2e\u306e\u533b\u5b66\u4f1a\uff08\u696d\u7e3e\u53c2\u7167\uff09\u306b\u304a\u3044\u3066\u3001\u5404\u5b66\u4f1a\u306e\u4f1a\u54e1\u306b\u8fd1\u672a\u6765\u306e\u753b\u50cf\u8a3a\u65ad\u652f\u63f4\u3078\u306eAI\u6d3b\u7528\u306e\u5c06\u6765\u6027\u3084\u305d\u306e\u539f\u7406\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u6559\u80b2\u30fb\u5553\u8499\u6d3b\u52d5\u3092\u884c\u3063\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4. \u8d85\u97f3\u6ce2\u3068\u30de\u30a4\u30af\u30ed\u30d0\u30d6\u30eb\u306e\u4f75\u7528\u306b\u3088\u308b\u3001\u6025\u6027\u671f\u306e\u91cd\u8981\u8840\u7ba1\u9589\u585e\u306e\u5feb\u901f\u518d\u958b\u901a\u6cd5\u306b\u95a2\u3059\u308bin vitro\u7814\u7a76<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6025\u6027\u671f\u8133\u6897\u585e\u306e\u6cbb\u7642\u306b\u304a\u3044\u3066\u3001\u9589\u585e\u8840\u7ba1\u306e\u65e9\u671f\u518d\u958b\u901a\u304c\u6700\u3082\u6839\u672c\u7684\u306a\u6cbb\u7642\u6cd5\u3067\u3042\u308b\u3002\u7d4c\u982d\u84cb\u8d85\u97f3\u6ce2\u3001\u304a\u3088\u3073\u305d\u308c\u3068\u30de\u30a4\u30af\u30ed\u30d0\u30d6\u30eb\u306e\u4f75\u7528\u304c\u7d44\u63db\u3048\u7d44\u7e54\u578b\u30d7\u30e9\u30b9\u30df\u30ce\u30fc\u30b2\u30f3\u30a2\u30af\u30c1\u30d9\u30fc\u30bf\u30fc\uff08rt-PA\uff09\u306e\u8840\u6813\u6eb6\u89e3\u3092\u4fc3\u9032\u3067\u304d\u308b\u3053\u3068\u306f\u65e2\u306b\u8a3c\u660e\u3055\u308c\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001\u5b8c\u5168\u9589\u585e\u3057\u305f\u8840\u7ba1\u306b\u5bfe\u3057\u3066\u81e8\u5e8a\u3067\u306e\u8840\u6813\u6eb6\u89e3\u6cbb\u7642\u306e\u5931\u6557\u4f8b\u304c\u983b\u767a\u3057\u3001\u305d\u306e\u539f\u56e0\u306f\u8840\u6d41\u304c\u5b8c\u5168\u306b\u6b62\u307e\u3063\u305f\u8840\u7ba1\u306e\u4e2d\u306b\u3001rt-PA\u304c\u8840\u6813\u90e8\u4f4d\u306b\u5230\u9054\u3057\u306b\u304f\u3044\u3053\u3068\u306b\u7531\u6765\u3059\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u3002\u6211\u3005\u306f\u8d85\u97f3\u6ce2\u3068\u30de\u30a4\u30af\u30ed\u30d0\u30d6\u30eb\u306e\u4f75\u7528\u304crt-PA \u306e\u8840\u6813\u6eb6\u89e3\u306b\u5bfe\u3059\u308b\u5c40\u6240\u7684\u306a\u4fc3\u9032\u4f5c\u7528\u4ee5\u5916\u306b\u3001rt-PA\u3092\u9577\u8ddd\u96e2\u904b\u642c\u3059\u308b\u4f5c\u7528\u3082\u3042\u308a\u3046\u308b\u3053\u3068\u3092\u7406\u8ad6\u7684\u306b\u691c\u8a0e\u3057\u305f\u3002\u672c\u7814\u7a76\u3067\u306f\u3001in vitro\u5b9f\u9a13\u3092\u901a\u3058\u3066\u3001\u3053\u306e\u904b\u642c\u4f5c\u7528\u306e\u5b9f\u5728\u6027\u3001\u5927\u304d\u3055\u3001\u304a\u3088\u3073\u305d\u308c\u3068\u8d85\u97f3\u6ce2\u306e\u5404\u7a2e\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\u7814\u7a76\u3092\u9032\u3081\u3066\u3044\u308b\u3002\u53c8\u3001\u65b0\u3057\u3044\u30de\u30a4\u30af\u30ed\u30d0\u30d6\u30eb\u306e\u958b\u767a\u306b\u3064\u3044\u3066\u3082\u7814\u7a76\u3092\u9032\u3081\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5\uff0e\u8d85\u97f3\u6ce2\u306b\u3088\u308b\u8840\u7ba1\u518d\u9589\u585e\u4e88\u9632\u6cd5\u306e\u7814\u7a76<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8133\u8840\u7ba1\u585e\u6813\u75c7\u767a\u75c7\u5f8c\u306e\u8d85\u6025\u6027\u671f\u306ert-PA\u9759\u6ce8\u306b\u3088\u308b\u8840\u7ba1\u518d\u958b\u901a\u6cbb\u7642\u5f8c\u306b\u306f\u3001\u8840\u7ba1\u306e\u518d\u9589\u585e\u304c\u3057\u3070\u3057\u3070\u767a\u75c7\u3059\u308b\u3002rt-PA\u6cbb\u7642\u5f8c24\u6642\u9593\u4ee5\u5185\u306b\u6297\u51dd\u56fa\u7642\u6cd5\u304c\u7981\u6b62\u3055\u308c\u308b\u305f\u3081\u3001\u8840\u7ba1\u306e\u518d\u9589\u585e\u3082\u81f4\u547d\u7684\u306a\u96e3\u984c\u3067\u3042\u308b\u3002\u6211\u3005\u306f\u6850\u852d\u6a2a\u6d5c\u5927\u5b66\u533b\u7528\u5de5\u5b66\u90e8\u751f\u547d\u533b\u5de5\u5b66\u79d1\u6fa4\u53e3\u5148\u751f\u3068\u5171\u306b\u3001\u30a4\u30f3\u30d3\u30c8\u30ed\u306e\u8840\u9905\u6210\u9577\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u975e\u4fb5\u8972\u8d85\u97f3\u6ce2\u306e\u8840\u6813\u6210\u9577\u5236\u5fa1\u52b9\u679c\u306b\u3064\u3044\u3066\u7814\u7a76\u3092\u9032\u3081\u3066\u3044\u308b\u3002\u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u975e\u4fb5\u8972\u7684\u306a\u8d85\u97f3\u6ce2\u7167\u5c04\u304c\u8840\u6813\u306e\u6210\u9577\u3092\u5236\u5fa1\u3067\u304d\u308b\u3053\u3068\u53ca\u3073\u305d\u306e\u7279\u5fb4\u3092\u793a\u3057\u3066\u304d\u305f\u3002\u5b89\u5168\u304b\u3064\u5358\u7d14\u306a\u8d85\u97f3\u6ce2\u7167\u5c04\u306f\u3001\u8d85\u6025\u6027\u671f\u8133\u6897\u585e\u306b\u5bfe\u3059\u308brt-PA \u6cbb\u7642\u5f8c\u306e\u518d\u9589\u585e\u3092\u9632\u6b62\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u3001\u3055\u3089\u306a\u308b\u81e8\u5e8a\u5fdc\u7528\u306b\u5411\u3051\u3066\u57fa\u790e\u7684\u7814\u7a76\u3092\u9032\u3081\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>6. \u8d85\u97f3\u6ce2\u306b\u3088\u308b\u304c\u3093\u9020\u5f71\u53ca\u3073\u6cbb\u7642\u6cd5\u306e\u7814\u7a76<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fa\u578b\u304c\u3093\u306b\u5bfe\u3059\u308b\u9078\u629e\u7684\u8d85\u97f3\u6ce2\u9020\u5f71\u6cd5\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u3001EPR\uff08\u5897\u5f37\u3055\u308c\u305f\u304c\u3093\u9593\u8cea\u3078\u306e\u900f\u904e\u53ca\u3073\u4fdd\u6301\uff09\u52b9\u679c\u3092\u5229\u7528\u3057\u3066\u3001\u591a\u7a2e\u591a\u69d8\u306a\u30ca\u30ce\u30b5\u30a4\u30ba\u306e\u76f8\u5909\u5316\u6db2\u6ef4(PCD)\u3092\u7528\u3044\u305fin vitro\u53ca\u3073\u52d5\u7269\u5b9f\u9a13\u304c\u884c\u308f\u308c\u3066\u304d\u305f\u3002\u3057\u304b\u3057\u3001\u81e8\u5e8a\u5fdc\u7528\u304c\u5b89\u5168\u304b\u3064\u6709\u52b9\u306a\u65b9\u6cd5\u306f\u672a\u3060\u306b\u898b\u3064\u3051\u3089\u308c\u3066\u3044\u306a\u3044\u3002\u6211\u3005\u306f\u3001\u304c\u3093\u306e\u8840\u6d41\u53ca\u3073\u8840\u7ba1\u7db2\u304c\u7279\u6b8a\u3067\u3001PCD\u306e\u76f8\u5909\u5316\u3067\u751f\u3058\u305f\u30de\u30a4\u30af\u30ed\u30d0\u30d6\u30eb(MB)\u3092\u9577\u304f\u4fdd\u6301\u3059\u308b\u4f5c\u7528(EVR\u52b9\u679c)\u304c\u3042\u308b\u3068\u3044\u3046\u65b0\u3057\u3044\u539f\u7406\u3092\u63d0\u8a00\u3057\u3001\u65b0\u3057\u3044\u9078\u629e\u7684\u8d85\u97f3\u6ce2\u9020\u5f71\u6cd5\u3092\u958b\u767a\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u5728\u5730\u3000\u6771\u4eac\u6148\u6075\u4f1a\u533b\u79d1\u5927\u5b66\u3000\u4eba\u5de5\u77e5\u80fd\u533b\u5b66\u7814\u7a76\u90e8<br>\u3012105-8461<br>\u4f4f\u6240\u3000\u6771\u4eac\u90fd\u6e2f\u533a\u897f\u65b0\u6a4b3\uff0d25\uff0d8\u3000F\u68df2\u968e<br>\u96fb\u8a71\u300003-3433-1111<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30b9\u30bf\u30c3\u30d5 \u90e8\u9577\/\u6559\u6388\u3000\u4e2d\u7530\u3000\u5178\u751f\u3000\uff08Norio Nakata, MD, PhD)\u3000 \u7565\u6b741988\u5e74\u6771\u4eac\u6148\u6075\u4f1a\u533b\u79d1\u5927\u5b66\u533b\u5b66\u90e8\u5352\u696d\u30011993\u5e74\u65e5\u672c\u533b\u5b66\u653e\u5c04\u7dda\u5b66\u4f1a\u653e\u5c04\u7dda\u79d1\u5c02\u9580\u533b\uff08\u8a3a\u65ad\uff09\u53d6\u5f97\u30012001\u533b\u5b66\u535a\u58eb\u53d6\u5f97\u3001\u540c\u5e74\u304b\u3089\u6771\u4eac\u6148 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":2448,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"vkexunit_cta_each_option":"","footnotes":""},"class_list":["post-2485","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/pages\/2485","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/comments?post=2485"}],"version-history":[{"count":7,"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/pages\/2485\/revisions"}],"predecessor-version":[{"id":2527,"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/pages\/2485\/revisions\/2527"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/media\/2448"}],"wp:attachment":[{"href":"https:\/\/r-medix.org\/jdaim\/wp-json\/wp\/v2\/media?parent=2485"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}