{"id":4812,"date":"2022-12-02T19:10:21","date_gmt":"2022-12-03T00:10:21","guid":{"rendered":"http:\/\/skimai.com\/?p=4812"},"modified":"2024-04-29T17:27:40","modified_gmt":"2024-04-29T22:27:40","slug":"%e3%83%96%e3%83%ad%e3%82%b0-%e5%8c%bb%e7%99%82%e3%81%af%e8%aa%ac%e6%98%8e%e5%8f%af%e8%83%bd%e3%81%aaai%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%88%a9%e7%94%a8%e3%81%a7%e3%81%8d","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/blog-how-healthcare-could-use-explainable-ai\/","title":{"rendered":"\u533b\u7642\u306f\u8aac\u660e\u53ef\u80fd\u306aAI\u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3067\u304d\u308b\u304b\uff1f"},"content":{"rendered":"<p>\u533b\u7642\u306f\u8aac\u660e\u53ef\u80fd\u306aAI\u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3067\u304d\u308b\u304b\uff1f<\/p>\n<p>\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u91d1\u878d\u3001\u4fdd\u967a\u3001\u88fd\u9020\u696d\u306f\u3001\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u304c\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u696d\u754c\u306e\u307b\u3093\u306e\u4e00\u90e8\u306b\u904e\u304e\u306a\u3044\u3002\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u3001\u3088\u308a\u8907\u96d1\u306aAI\u30e2\u30c7\u30eb\u304c\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306eAI\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u306f\u300c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u300d\u7684\u306a\u51fa\u529b\u3067\u3042\u308a\u3001\u305d\u308c\u304c\u306a\u305c\u306a\u3055\u308c\u305f\u306e\u304b\u306e\u6b63\u5f53\u6027\u3084\u8aac\u660e\u304c\u6b20\u3051\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u3002\u7814\u7a76\u8005\u3001\u7d44\u7e54\u3001\u898f\u5236\u5f53\u5c40\u306f\u3001AI\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u63d0\u6848\u3084\u4e88\u6e2c\u306a\u3069\u3092\u5b8c\u5168\u306b\u4e0e\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u8aac\u660e\u53ef\u80fd\u306aAI\uff08XAI\uff09\u304c\u751f\u307e\u308c\u305f\u3002<\/p>\n<p>\u8aac\u660e\u53ef\u80fd\u306a\u4eba\u5de5\u77e5\u80fd\uff08XAI\uff09\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u6700\u65b0\u304b\u3064\u6700\u3082\u6025\u6210\u9577\u3057\u3066\u3044\u308b\u5206\u91ce\u306e\u3072\u3068\u3064\u3067\u3042\u308b\u3002XAI\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u4eba\u9593\u304c\u7406\u89e3\u3067\u304d\u308b\u8aac\u660e\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u3088\u3046\u306a\u5b89\u5168\u304c\u91cd\u8981\u306a\u696d\u754c\u3067\u306f\u3001\u3053\u308c\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002\u9577\u5e74\u306b\u308f\u305f\u3063\u3066\u6587\u732e\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u305d\u306e\u7d50\u8ad6\u306b\u81f3\u3063\u305f\u306e\u304b\u3068\u3044\u3046\u7591\u554f\u306b\u7aef\u7684\u306b\u7b54\u3048\u308b\u3068\u4e3b\u5f35\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u30c8\u30b0\u30eb\u76ee\u6b21\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ja\/blog-how-healthcare-could-use-explainable-ai\/#Understanding_When_XAI_is_Necessary_For_Healthcare\" >\u533b\u7642\u306bXAI\u304c\u5fc5\u8981\u306a\u3068\u304d\u3092\u7406\u89e3\u3059\u308b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/ja\/blog-how-healthcare-could-use-explainable-ai\/#Any_of_The_Following_Scenarios_Require_XAI\" >\u4ee5\u4e0b\u306e\u30b7\u30ca\u30ea\u30aa\u306e\u3044\u305a\u308c\u304b\u306bXAI\u304c\u5fc5\u8981\u3067\u3059\u3002<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ja\/blog-how-healthcare-could-use-explainable-ai\/#How_Can_Doctors_Benefit_From_XAI\" >\u533b\u5e2b\u306fXAI\u304b\u3089\u3069\u306e\u3088\u3046\u306a\u6069\u6075\u3092\u53d7\u3051\u3089\u308c\u308b\u306e\u304b\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ja\/blog-how-healthcare-could-use-explainable-ai\/#XAI_Can_Be_Used_By_Doctors_And_Healthcare_Professionals_As_They_Can\" >XAI\u306f\u3001\u533b\u5e2b\u3084\u533b\u7642\u5c02\u9580\u5bb6\u304c\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ja\/blog-how-healthcare-could-use-explainable-ai\/#Conclusion\" >\u7d50\u8ad6<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Understanding_When_XAI_is_Necessary_For_Healthcare\"><\/span>\u533b\u7642\u306bXAI\u304c\u5fc5\u8981\u306a\u3068\u304d\u3092\u7406\u89e3\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u533b\u7642\u5f93\u4e8b\u8005\u306f\u3001\u533b\u7642\u5199\u771f\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u4eba\u9593\u306e\u76ee\u306b\u306f\u898b\u3048\u306a\u3044\u7570\u5e38\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u3084\u610f\u601d\u6c7a\u5b9a\u3001\u3055\u3089\u306b\u306f\u8a3a\u65ad\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092\u8fc5\u901f\u5316\u30fb\u5f37\u5316\u3059\u308b\u305f\u3081\u306bAI\u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\u3002AI\u306f\u591a\u304f\u306e\u533b\u7642\u5f93\u4e8b\u8005\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u304c\u3001\u305d\u306e\u7406\u89e3\u306f\u96e3\u3057\u304f\u3001\u7279\u306b\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u969b\u306b\u306f\u533b\u7642\u5f93\u4e8b\u8005\u3092\u3044\u3089\u3060\u305f\u305b\u308b\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Any_of_The_Following_Scenarios_Require_XAI\"><\/span>\u4ee5\u4e0b\u306e\u30b7\u30ca\u30ea\u30aa\u306e\u3044\u305a\u308c\u304b\u306bXAI\u304c\u5fc5\u8981\u3067\u3059\u3002<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u516c\u5e73\u6027\u304c\u6700\u512a\u5148\u3055\u308c\u3001\u9867\u5ba2\u3084\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u304c\u5341\u5206\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u9078\u629e\u3092\u3059\u308b\u305f\u3081\u306b\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u5408<\/li>\n<li>AI\u306e\u5224\u65ad\u30df\u30b9\u304c\u5e83\u7bc4\u56f2\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3059\u5834\u5408\uff08\u4e0d\u5fc5\u8981\u306a\u624b\u8853\u3092\u52e7\u3081\u308b\u306a\u3069\uff09<\/li>\n<li>\u60aa\u6027\u816b\u760d\u3092\u8aa4\u3063\u3066\u5206\u985e\u3057\u305f\u7d50\u679c\u3001\u904e\u5927\u306a\u91d1\u92ad\u7684\u8acb\u6c42\u3001\u5065\u5eb7\u30ea\u30b9\u30af\u306e\u5897\u5927\u3001\u500b\u4eba\u7684\u306a\u30c8\u30e9\u30a6\u30de\u306b\u3064\u306a\u304c\u308b\u306a\u3069\u3001\u30df\u30b9\u306e\u7d50\u679c\u304c\u6df1\u523b\u306a\u5834\u5408\u3002<\/li>\n<li>AI\u30b7\u30b9\u30c6\u30e0\u304c\u65b0\u305f\u306a\u4eee\u8aac\u3092\u7acb\u3066\u3001\u305d\u308c\u3092\u7279\u5b9a\u5206\u91ce\u306e\u5c02\u9580\u5bb6\u304c\u691c\u8a3c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3002<\/li>\n<li>EU\u306e\u4e00\u822c\u30c7\u30fc\u30bf\u4fdd\u8b77\u898f\u5247\uff08GDPR\uff09\u306e\u3088\u3046\u306a\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30b9\u304c\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u969b\u306b\u300c\u8aac\u660e\u3092\u53d7\u3051\u308b\u6a29\u5229\u300d\u3092\u4fdd\u8a3c\u3059\u308b\u898f\u5236\u306b\u6e96\u62e0\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3059\u308b\u3002<\/li>\n<\/ul>\n<p>\u8907\u6570\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308c\u3070\u3001\u533b\u7642\u696d\u754c\u306b\u304a\u3051\u308bAI\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u304c\u6bd4\u8f03\u7684\u9045\u308c\u3066\u3044\u308b\u306e\u306f\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u5316\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u7d50\u679c\u3092\u72ec\u81ea\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u80fd\u306b\u8fd1\u3044\u305f\u3081\u3060\u3068\u3044\u3046\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u81e8\u5e8a\u533b\u306fXAI\u3092\u4f7f\u3063\u3066\u3001\u306a\u305c\u5165\u9662\u30ea\u30b9\u30af\u304c\u9ad8\u3044\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u3067\u3001\u60a3\u8005\u306b\u3068\u3063\u3066\u6700\u5584\u306e\u6cbb\u7642\u65b9\u91dd\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u305d\u306e\u7d50\u679c\u3001\u533b\u5e2b\u306f\u3088\u308a\u4fe1\u983c\u3067\u304d\u308b\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3055\u3089\u306b\u3001\u81e8\u5e8a\u5224\u65ad\u306e\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u3068\u900f\u660e\u6027\u3082\u5411\u4e0a\u3059\u308b\u3002\u307e\u305f\u3001\u533b\u85ac\u54c1\u306e\u627f\u8a8d\u30d7\u30ed\u30bb\u30b9\u3082XAI\u306b\u3088\u3063\u3066\u52a0\u901f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_Can_Doctors_Benefit_From_XAI\"><\/span>\u533b\u5e2b\u306fXAI\u304b\u3089\u3069\u306e\u3088\u3046\u306a\u6069\u6075\u3092\u53d7\u3051\u3089\u308c\u308b\u306e\u304b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/221208-draft1-1200x628-1.jpg\" alt=\"\" width=\"1200\" height=\"627\"><\/p>\n<p>\u591a\u304f\u306e\u4eba\u306e\u8155\u6642\u8a08\u578b\u5fc3\u81d3\u30e2\u30cb\u30bf\u30fc\u306f\u3001AI\u3092\u533b\u7642\u306b\u5c0e\u5165\u3059\u308b\u3053\u3068\u3092\u8003\u3048\u308b\u3068\u6eb6\u3051\u3066\u3057\u307e\u3046\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u6211\u3005\u306f\u5341\u5206\u306b\u8aac\u660e\u53ef\u80fd\u3067\u9053\u5fb3\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u304a\u3057\u3083\u3076\u308a\u306b\u306a\u308b\u3068\u8003\u3048\u3066\u3044\u308b\u3002\u305d\u308c\u306f\u3001\u533b\u5e2b\u3084\u4ed6\u306e\u533b\u7642\u5c02\u9580\u5bb6\u304cAI\u304b\u3089\u5b66\u3076\u306e\u3092\u52a9\u3051\u308b\u3060\u3051\u3067\u306a\u304f\u3001AI\u304c\u30b1\u30a2\u30d7\u30e9\u30f3\u3092\u901a\u77e5\u3059\u308b\u306e\u3092\u52a9\u3051\u308b\u305f\u3081\u306b\u3001\u8c4a\u5bcc\u306a\u904e\u53bb\u306e\u60a3\u8005\u30c7\u30fc\u30bf\u3084\u81e8\u5e8a\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002<\/p>\n<p>\u65b0\u3057\u3044\u6cbb\u7642\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u5229\u7528\u53ef\u80fd\u306b\u306a\u308b\u305f\u3073\u306b\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u5168\u4f53\u3092\u8a55\u4fa1\u3057\u3001\u8abf\u6574\u3059\u308b\u52b9\u679c\u7684\u306a\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u80fd\u306b\u3057\u3001\u3059\u3079\u3066\u306e\u60a3\u8005\u306b\u5bfe\u3057\u3066\u8ffd\u8de1\u53ef\u80fd\u306a\u500b\u5225\u5316\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u533b\u5e2b\u3078\u306e\u63a8\u5968\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3059\u308b\u305f\u3081\u3001\u307b\u307c\u540c\u7b49\u306e\u75be\u60a3\u3092\u6301\u3064\u6570\u5343\u4eba\u306e\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"XAI_Can_Be_Used_By_Doctors_And_Healthcare_Professionals_As_They_Can\"><\/span>XAI\u306f\u3001\u533b\u5e2b\u3084\u533b\u7642\u5c02\u9580\u5bb6\u304c\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<ul>\n<li>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u6a29\u9650\u3092\u4e0e\u3048\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u3076\u3002 <\/li>\n<li>\u81a8\u5927\u306a\u5b66\u8853\u30fb\u533b\u7642\u60c5\u5831\u3092\u6d3b\u7528\u3057\u3001\u516c\u5e73\u304b\u3064\u502b\u7406\u7684\u306b\u60a3\u8005\u306b\u63a5\u3059\u308b\u3002<\/li>\n<li>\u4eba\u9593\u5473\u3092\u72a0\u7272\u306b\u3059\u308b\u3053\u3068\u306a\u304f\u3001AI\u3067\u77e5\u8b58\u3092\u5275\u9020\u3059\u308b\u3002<\/li>\n<li>\u554f\u984c\u3092\u65e9\u671f\u306b\u767a\u898b\u3057\u3001\u8fc5\u901f\u306a\u5065\u5eb7\u56de\u5fa9\u306e\u305f\u3081\u306b\u3001\u3088\u308a\u52b9\u679c\u7684\u306a\u4ecb\u5165\u7b56\u3092\u8b1b\u3058\u308b\u3002<\/li>\n<li>\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u65bd\u8a2d\u3001\u9069\u6642\u6027\u3001\u4e88\u7b97\u3001\u5065\u5eb7\u7d50\u679c\u3092\u6539\u5584\u3059\u308b\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>\u7d50\u8ad6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6301\u7d9a\u53ef\u80fd\u306a\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u3057\u3066\u306f\u3001\u591a\u304f\u306e\u7d44\u7e54\u304c\u3059\u3067\u306b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u98db\u8e8d\u7684\u306a\u6210\u9577\u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3084\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5206\u91ce\u306e\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u6fc0\u52d5\u306e\u6570\u5e74\u3092\u7d4c\u3066\u3088\u308a\u826f\u3044\u4e8b\u696d\u904b\u55b6\u65b9\u6cd5\u3092\u6a21\u7d22\u3059\u308b\u4e2d\u3067\u3001\u540c\u3058\u3053\u3068\u3092\u884c\u3046\u7d76\u597d\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u306f\u306a\u3044\u3002<\/p>\n<p>\u8aac\u660e\u53ef\u80fd\u6027\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u533b\u7642\u5f93\u4e8b\u8005\u304c\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u63a2\u6c42\u3057\u306a\u304c\u3089\u81ea\u4fe1\u3092\u4fdd\u3064\u306e\u306b\u5f79\u7acb\u3064\u3002\u3055\u3089\u306b\u3001\u653f\u5e9c\u304c\u533b\u7642\u6280\u8853\u306b\u53b3\u683c\u306a\u898f\u5236\u3092\u8ab2\u3059\u5834\u5408\u3001\u8aac\u660e\u53ef\u80fd\u6027\u306f\u3001AI\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092\u958b\u304d\u3001\u3059\u3079\u3066\u306e\u5229\u5bb3\u95a2\u4fc2\u8005\u306b\u30e2\u30c7\u30eb\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u7b2c\u4e00\u6b69\u3068\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>How Healthcare Could Use Explainable AI? Healthcare, finance, insurance, and manufacturing are just a few industries where artificial intelligence (AI) greatly impacts. More complex AI models are being developed to meet the requirements of particular use cases. However, these AI models&#8217; predictions appear to be &quot;Black-box&quot; outputs, lacking any justification or explanation for why they were made. The necessity for researchers, organizations, and regulators to comprehend how AI models are completely giving suggestions, forecasts, etc., gave rise to Explainable AI (XAI). Explainable artificial intelligence (XAI) is one of the newest and fastest-growing branches of artificial intelligence. The XAI approach aims to offer a human-understandable explanation for the deep learning model. [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":4826,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,64],"tags":[],"class_list":["post-4812","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-how-to"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Healthcare Could Use Explainable AI? - Skim AI<\/title>\n<meta name=\"description\" content=\"The Healthcare Industry is rapidly evolving with new technologies. How Healthcare Could Use Explainable AI? Click here to learn more.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/ja\/\u30d6\u30ed\u30b0-\u533b\u7642\u306f\u8aac\u660e\u53ef\u80fd\u306aai\u3092\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3067\u304d\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Healthcare Could Use Explainable AI? - Skim AI\" \/>\n<meta property=\"og:description\" content=\"The Healthcare Industry is rapidly evolving with new technologies. How Healthcare Could Use Explainable AI? Click here to learn more.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/skimai.com\/ja\/\u30d6\u30ed\u30b0-\u533b\u7642\u306f\u8aac\u660e\u53ef\u80fd\u306aai\u3092\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3067\u304d\/\" \/>\n<meta property=\"og:site_name\" content=\"Skim AI\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-03T00:10:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T22:27:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1706\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Greggory Elias\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Greggory Elias\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"4\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/\"},\"author\":{\"name\":\"Greggory Elias\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6\"},\"headline\":\"How Healthcare Could Use Explainable AI?\",\"datePublished\":\"2022-12-03T00:10:21+00:00\",\"dateModified\":\"2024-04-29T22:27:40+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/\"},\"wordCount\":719,\"publisher\":{\"@id\":\"https:\/\/skimai.com\/uk\/#organization\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg\",\"articleSection\":[\"Enterprise AI\",\"How to\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/\",\"url\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/\",\"name\":\"How Healthcare Could Use Explainable AI? - Skim AI\",\"isPartOf\":{\"@id\":\"https:\/\/skimai.com\/uk\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg\",\"datePublished\":\"2022-12-03T00:10:21+00:00\",\"dateModified\":\"2024-04-29T22:27:40+00:00\",\"description\":\"The Healthcare Industry is rapidly evolving with new technologies. How Healthcare Could Use Explainable AI? Click here to learn more.\",\"breadcrumb\":{\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#primaryimage\",\"url\":\"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg\",\"contentUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg\",\"width\":2560,\"height\":1706,\"caption\":\"cover5 scaled\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/skimai.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Healthcare Could Use Explainable AI?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/skimai.com\/uk\/#website\",\"url\":\"https:\/\/skimai.com\/uk\/\",\"name\":\"Skim AI\",\"description\":\"The AI Agent Workforce Platform\",\"publisher\":{\"@id\":\"https:\/\/skimai.com\/uk\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/skimai.com\/uk\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/skimai.com\/uk\/#organization\",\"name\":\"Skim AI\",\"url\":\"https:\/\/skimai.com\/uk\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/\",\"url\":\"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png\",\"contentUrl\":\"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png\",\"width\":194,\"height\":58,\"caption\":\"Skim AI\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/skim-ai\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6\",\"name\":\"Greggory Elias\",\"url\":\"https:\/\/skimai.com\/ja\/author\/gregg\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u30d8\u30eb\u30b9\u30b1\u30a2\u306f\u8aac\u660e\u53ef\u80fd\u306aAI\u3092\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3067\u304d\u308b\u304b\uff1f- \u30b9\u30ad\u30e0AI","description":"\u65b0\u6280\u8853\u3067\u6025\u901f\u306b\u9032\u5316\u3059\u308b\u533b\u7642\u696d\u754c\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u306f\u8aac\u660e\u53ef\u80fd\u306aAI\u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3067\u304d\u308b\u304b\uff1f\u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/skimai.com\/ja\/\u30d6\u30ed\u30b0-\u533b\u7642\u306f\u8aac\u660e\u53ef\u80fd\u306aai\u3092\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3067\u304d\/","og_locale":"ja_JP","og_type":"article","og_title":"How Healthcare Could Use Explainable AI? - Skim AI","og_description":"The Healthcare Industry is rapidly evolving with new technologies. How Healthcare Could Use Explainable AI? Click here to learn more.","og_url":"https:\/\/skimai.com\/ja\/\u30d6\u30ed\u30b0-\u533b\u7642\u306f\u8aac\u660e\u53ef\u80fd\u306aai\u3092\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3067\u304d\/","og_site_name":"Skim AI","article_published_time":"2022-12-03T00:10:21+00:00","article_modified_time":"2024-04-29T22:27:40+00:00","og_image":[{"width":2560,"height":1706,"url":"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg","type":"image\/jpeg"}],"author":"Greggory Elias","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"Greggory Elias","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"4\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#article","isPartOf":{"@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/"},"author":{"name":"Greggory Elias","@id":"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6"},"headline":"How Healthcare Could Use Explainable AI?","datePublished":"2022-12-03T00:10:21+00:00","dateModified":"2024-04-29T22:27:40+00:00","mainEntityOfPage":{"@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/"},"wordCount":719,"publisher":{"@id":"https:\/\/skimai.com\/uk\/#organization"},"image":{"@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg","articleSection":["Enterprise AI","How to"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/","url":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/","name":"\u30d8\u30eb\u30b9\u30b1\u30a2\u306f\u8aac\u660e\u53ef\u80fd\u306aAI\u3092\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3067\u304d\u308b\u304b\uff1f- \u30b9\u30ad\u30e0AI","isPartOf":{"@id":"https:\/\/skimai.com\/uk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#primaryimage"},"image":{"@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg","datePublished":"2022-12-03T00:10:21+00:00","dateModified":"2024-04-29T22:27:40+00:00","description":"\u65b0\u6280\u8853\u3067\u6025\u901f\u306b\u9032\u5316\u3059\u308b\u533b\u7642\u696d\u754c\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u306f\u8aac\u660e\u53ef\u80fd\u306aAI\u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3067\u304d\u308b\u304b\uff1f\u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002","breadcrumb":{"@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#primaryimage","url":"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg","contentUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/cover5-scaled.jpg","width":2560,"height":1706,"caption":"cover5 scaled"},{"@type":"BreadcrumbList","@id":"https:\/\/skimai.com\/it\/blog-come-lassistenza-sanitaria-potrebbe-utilizzare-explainable-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/skimai.com\/"},{"@type":"ListItem","position":2,"name":"How Healthcare Could Use Explainable AI?"}]},{"@type":"WebSite","@id":"https:\/\/skimai.com\/uk\/#website","url":"https:\/\/skimai.com\/uk\/","name":"\u30b9\u30ad\u30e0AI","description":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ef\u30fc\u30af\u30d5\u30a9\u30fc\u30b9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0","publisher":{"@id":"https:\/\/skimai.com\/uk\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/skimai.com\/uk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/skimai.com\/uk\/#organization","name":"\u30b9\u30ad\u30e0AI","url":"https:\/\/skimai.com\/uk\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/","url":"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png","contentUrl":"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png","width":194,"height":58,"caption":"Skim AI"},"image":{"@id":"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/skim-ai"]},{"@type":"Person","@id":"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6","name":"\u30b0\u30ec\u30b4\u30ea\u30fc\u30fb\u30a8\u30ea\u30a2\u30b9","url":"https:\/\/skimai.com\/ja\/author\/gregg\/"}]}},"_links":{"self":[{"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/posts\/4812","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/users\/1003"}],"replies":[{"embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/comments?post=4812"}],"version-history":[{"count":0,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/posts\/4812\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/media\/4826"}],"wp:attachment":[{"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/media?parent=4812"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/categories?post=4812"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/tags?post=4812"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}