{"id":4541,"date":"2018-09-25T10:44:27","date_gmt":"2018-09-25T10:44:27","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=4541"},"modified":"2022-11-14T06:34:56","modified_gmt":"2022-11-14T06:34:56","slug":"5-real-world-examples-of-ai-in-healthcare","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/","title":{"rendered":"\u30d8\u30eb\u30b9\u30b1\u30a2\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e5\u3064\u306e\u5b9f\u4f8b"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">table of contents<\/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\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f18be1db065\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><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><\/label><input  type=\"checkbox\" id=\"item-69f18be1db065\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/#Here_are_the_examples_of_artificial_intelligence_in_healthcare_1_Artificial_Intelligence_assistance_in_keeping_well\" title=\"\u3053\u3053\u3067\u306f\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u306e\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u30021\uff09&quot;\u5065\u5eb7\u7dad\u6301 &quot;\u306e\u305f\u3081\u306e\u4eba\u5de5\u77e5\u80fd\u652f\u63f4\">\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u306e\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\n1)\u4eba\u5de5\u77e5\u80fd\u306b\u3088\u308b \"\u5065\u5eb7\u7dad\u6301 \"\u306e\u652f\u63f4<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/#2_AI-assisted_robotic_surgery\" title=\"2\uff09AI\u652f\u63f4\u30ed\u30dc\u30c3\u30c8\u624b\u8853\">2\uff09AI\u652f\u63f4\u30ed\u30dc\u30c3\u30c8\u624b\u8853<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/#3_Clinical_judgement_or_diagnosis\" title=\"3) \u81e8\u5e8a\u7684\u5224\u65ad\u307e\u305f\u306f\u8a3a\u65ad\">3) \u81e8\u5e8a\u7684\u5224\u65ad\u307e\u305f\u306f\u8a3a\u65ad<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/#4_Precision_medicine\" title=\"4\uff09\u30d7\u30ec\u30b7\u30b8\u30e7\u30f3\u30fb\u30e1\u30c7\u30a3\u30b7\u30f3\">4\uff09\u30d7\u30ec\u30b7\u30b8\u30e7\u30f3\u30fb\u30e1\u30c7\u30a3\u30b7\u30f3<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/#5_Drug_discovery\" title=\"5\uff09\u5275\u85ac\">5\uff09\u5275\u85ac<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/#Ethical_Concerns\" title=\"\u502b\u7406\u7684\u914d\u616e\">\u502b\u7406\u7684\u914d\u616e<\/a><\/li><\/ul><\/nav><\/div>\n<p>\u306e\u5fdc\u7528\u3068\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 <a href=\"https:\/\/blog.kolabtree.com\/ai-in-healthcare-3-major-benefits-and-applications\/\">\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd<\/a> \u306f\u3001\u624b\u9803\u306a\u4fa1\u683c\u306e\u533b\u7642\u3001\u6210\u529f\u7387\u306e\u5411\u4e0a\u3001\u52b9\u7387\u7684\u306a\u81e8\u5e8a\u8a66\u9a13\u3001\u305d\u3057\u3066\u751f\u6d3b\u306e\u8cea\u306e\u5411\u4e0a\u3092\u7d04\u675f\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u79c1\u305f\u3061\u306e\u591a\u304f\u306f\u3001Alexa\u3084Siri\u3001\u81ea\u52d5\u904b\u8ee2\u8eca\u306a\u3069\u306e\u6587\u8108\u3067AI\u306b\u89aa\u3057\u3093\u3067\u3044\u307e\u3059\u304c\u3001\u73fe\u5728\u3067\u306f\u3001AI\u306e\u81e8\u5e8a\u5fdc\u7528\u306e\u53ef\u80fd\u6027\u3092\u5c11\u3057\u305a\u3064\u7406\u89e3\u3057\u3066\u3044\u307e\u3059\u3002  \u306e\u5f71\u97ff\u304c\u7740\u5b9f\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/artificial-intelligence?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=ExamplesAIHealth\">\u4eba\u5de5\u77e5\u80fd<\/a> \u30d8\u30eb\u30b9\u30b1\u30a2\u696d\u754c\u306e5\u3064\u306e\u5206\u91ce\u3092\u898b\u3066\u307f\u308b\u3068\u3001\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Here_are_the_examples_of_artificial_intelligence_in_healthcare_1_Artificial_Intelligence_assistance_in_keeping_well\"><\/span><strong>\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u306e\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><\/strong><strong>1\uff09\u4eba\u5de5\u77e5\u80fd\u306b\u3088\u308b \"\u5065\u5eb7\u7dad\u6301 \"\u306e\u652f\u63f4<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>One of the biggest and directly consumer impacting potential application of <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u4eba\u5de5\u77e5\u80fd<\/a> in healthcare is its ability in helping people stay healthy. With the rise of <a href=\"http:\/\/www.sciencesnippets.org\/2018\/03\/04\/smarter-healthcare-with-wearable-biosensors-tattoos-and-contact-lenses-go-digital\/\">\u533b\u7642\u6a5f\u5668\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5316<\/a> (IoMT)\u3092\u4f7f\u7528\u3057\u305f\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u30d8\u30eb\u30b9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u3053\u305310\u5e74\u3067\u98db\u8e8d\u7684\u306b\u6210\u9577\u3057\u3066\u3044\u307e\u3059\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u500b\u4eba\u306e\u5065\u5eb7\u7684\u306a\u884c\u52d5\u3092\u4fc3\u3057\u307e\u3059\u3002Apple\u793e\u306e\u3088\u3046\u306a\u4e3b\u6d41\u4f01\u696d\u304c\u3001\u5fc3\u81d3\u306e\u5065\u5eb7\u72b6\u614b\u306e\u8ffd\u8de1\u3001\u8ee2\u5012\u691c\u77e5\u3001\u7dca\u6025SOS\u306a\u3069\u3092\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u4e3b\u8981\u88fd\u54c1\u3068\u3057\u3066\u3044\u308b\u73fe\u5728\u3001IoMT\u306f\u4eca\u5f8c\u3082\u7d99\u7d9a\u3057\u3066\u3044\u304f\u3068\u601d\u308f\u308c\u307e\u3059\u3002Allied Market Research\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u306b\u3088\u308b\u3068<strong>\u00a0<a href=\"https:\/\/www.marketwatch.com\/story\/internet-of-things-iot-healthcare-market-is-expected-to-reach-1368-billion-worldwide-by-2021-2016-04-12-8203318\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-ga-track=\"ExternalLink:https:\/\/www.marketwatch.com\/story\/internet-of-things-iot-healthcare-market-is-expected-to-reach-1368-billion-worldwide-by-2021-2016-04-12-8203318\">IoT\u30d8\u30eb\u30b9\u30b1\u30a2\u5e02\u5834\u306f$136.8\u5104\u5186\u306b\u9054\u3059\u308b<\/a>\u00a0\u30922021\u5e74\u307e\u3067\u306b\u5168\u4e16\u754c\u3067\u767a\u58f2\u3057\u307e\u3059\u3002<\/strong> \u3067\u30012015\u5e74\u304b\u30892021\u5e74\u306e\u9593\u306bCAGR 12.5%\u3067\u63a8\u79fb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-4559\" src=\"https:\/\/blog.kolabtree.com\/wp-content\/uploads\/2018\/09\/green-2557522_640.jpg\" alt=\"\" width=\"400\" height=\"266\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/green-2557522_640.jpg 640w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/green-2557522_640-300x200.jpg 300w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/green-2557522_640-300x200@2x.jpg 600w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_AI-assisted_robotic_surgery\"><\/span><strong>2\uff09AI\u652f\u63f4\u30ed\u30dc\u30c3\u30c8\u624b\u8853<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5b9f\u8df5\u9762\u3067\u306f\u3001\u307e\u3060\u9ece\u660e\u671f\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001AI\u306f\u624b\u8853\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u3001\u624b\u8853\u306e\u7d50\u679c\u3001\u7279\u306b\u65b0\u3057\u3044\u624b\u8853\u3084\u8907\u96d1\u306a\u624b\u8853\u306e\u7d50\u679c\u306f\u3001\u5916\u79d1\u533b\u306e\u6280\u91cf\u306b\u3088\u3063\u3066\u5909\u5316\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u30d0\u30a4\u30b1\u30fc\u30b9\u306e\u3070\u3089\u3064\u304d\u3092\u6291\u3048\u3001\u3055\u3089\u306b\u306f\u512a\u79c0\u306a\u5916\u79d1\u533b\u306e\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u3067\u5236\u5fa1\u3055\u308c\u305f\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u95a2\u7bc0\u30923\u6b21\u5143\u7684\u306b\u62e1\u5927\u3057\u3001\u3088\u308a\u7cbe\u5bc6\u3067\u5c0f\u578b\u5316\u3055\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002AI\u3092\u642d\u8f09\u3057\u305f\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u7cbe\u5bc6\u306a\u5207\u65ad\u3084\u7e2b\u5408\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u884c\u70ba\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <strong>2017\u5e74\u3001\u79c1\u305f\u3061\u306f\u3001\u5916\u79d1\u533b\u304c <a href=\"https:\/\/www.roboticsbusinessreview.com\/health-medical\/ai-assisted-surgery-improves-patient-outcomes\/\">AI\u652f\u63f4\u30ed\u30dc\u30c3\u30c8\u306b\u3088\u308b\u7e2b\u5408<\/a> \u30aa\u30e9\u30f3\u30c0\u306e\u30de\u30fc\u30b9\u30c8\u30ea\u30d2\u30c8\u5927\u5b66\u533b\u7642\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u30010.03\uff5e0.08mm\u3068\u3044\u3046\u975e\u5e38\u306b\u7d30\u3044\u8840\u7ba1\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3082\u3061\u308d\u3093\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u7e2b\u5408\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u306e\u306f\u5916\u79d1\u533b\u3067\u3059\u3002\u5916\u79d1\u624b\u8853\u306b\u306f\u3001\u3061\u3087\u3063\u3068\u3057\u305f\u8907\u96d1\u306a\u4f5c\u696d\u304c\u6570\u591a\u304f\u3042\u308a\u3001\u305d\u308c\u306b\u306f\u30cb\u30e5\u30a2\u30f3\u30b9\u306e\u3042\u308b\u5916\u79d1\u533b\u306e\u30b9\u30ad\u30eb\u304c\u7d76\u5bfe\u306b\u5fc5\u8981\u3067\u3059\u3002\u5916\u79d1\u533b\u3084\u770b\u8b77\u5e2b\u306e\u4ee3\u308f\u308a\u306b\u30ed\u30dc\u30c3\u30c8\u304c\u6d3b\u8e8d\u3059\u308b\u3088\u3046\u306aAI\u306e\u30e6\u30fc\u30c8\u30d4\u30a2\u304c\u5b9f\u73fe\u3059\u308b\u306b\u306f\u3001\u307e\u3060\u307e\u3060\u9577\u3044\u9053\u306e\u308a\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4eca\u306e\u3068\u3053\u308d\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u7d50\u679c\u306e\u3070\u3089\u3064\u304d\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u512a\u308c\u305f\u52a9\u3063\u4eba\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Clinical_judgement_or_diagnosis\"><\/span><strong>3) \u81e8\u5e8a\u7684\u5224\u65ad\u307e\u305f\u306f\u8a3a\u65ad<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u306f\u3001\u304c\u3093\u3084\u7db2\u819c\u75c7\u306a\u3069\u306e\u75c5\u6c17\u306e\u65e9\u671f\u767a\u898b\u3092\u53ef\u80fd\u306b\u3057\u3001\u3059\u3067\u306b\u6539\u5584\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30de\u30f3\u30e2\u30b0\u30e9\u30d5\u30a3\u30fc\u306e\u5206\u6790\u3084\u30ec\u30d3\u30e5\u30fc\u306bAI\u3092\u4f7f\u7528\u3057\u305f\u308a <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/radiology?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=ExamplesAIHealth\">\u30e9\u30b8\u30aa\u30ed\u30b8\u30fc <\/a>\u306e\u753b\u50cf\u306f\u3001\u30d7\u30ed\u30bb\u30b9\u3092\u6700\u592730\u500d\u306b\u9ad8\u901f\u5316\u3057\u300199%\u306e\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002 <strong>2017\u5e74\u306b\u306f <a href=\"https:\/\/news.stanford.edu\/2017\/01\/25\/artificial-intelligence-used-identify-skin-cancer\/\">\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66<\/a> \u306f\u300121\u4eba\u306e\u76ae\u819a\u79d1\u533b\u306e\u8a3a\u65ad\u306b\u5bfe\u3057\u3066\u3001AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u3066\u76ae\u819a\u304c\u3093\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u305f\u3068\u3044\u3046\u7814\u7a76\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002<\/strong> \u4eca\u5e74\u306f\u3001Google\u306e <a href=\"http:\/\/uk.businessinsider.com\/google-deepmind-ai-detects-eye-disease-2018-8?r=US&amp;IR=T\">DeepMind<\/a> \u306e\u6280\u8853\u306f\u3001\u82f1\u56fd\u30ed\u30f3\u30c9\u30f3\u306e\u30e0\u30fc\u30a2\u30d5\u30a3\u30fc\u30eb\u30ba\u773c\u79d1\u75c5\u9662\u3068\u306e\u5171\u540c\u7814\u7a76\u306b\u304a\u3044\u3066\u30013D\u7db2\u819c\u30b9\u30ad\u30e3\u30f3\u3092\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u300150\u7a2e\u985e\u4ee5\u4e0a\u306e\u773c\u75be\u60a3\u3092\u691c\u51fa\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5b66\u7fd2\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7814\u7a76\u306e\u6700\u5927\u306e\u9032\u6b69\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u3044\u304f\u3064\u304b\u306e\u89e3\u91c8\u3092\u5c0e\u304d\u51fa\u3057\u305f\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u307e\u3067\u306e\u30c7\u30fc\u30bf\u89e3\u91c8\u3084\u63a8\u8ad6\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092\u514b\u670d\u3057\u305f\u3053\u3068\u3067\u3001\u3053\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4fe1\u983c\u6027\u3068\u4fe1\u7528\u6027\u304c\u5f37\u5316\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u4f55\u3088\u308a\u3082\u91cd\u8981\u306a\u306e\u306f\u3001AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u529b\u3068\u533b\u5e2b\u306e\u529b\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u8a8d\u3081\u3001\u5f37\u8abf\u3059\u308b\u3053\u3068\u3067\u3059\u3002 <strong>International Symposium on Biomedical Imaging\u3067\u306f\u3001\u751f\u691c\u753b\u50cf\u304b\u3089\u8ee2\u79fb\u6027\u4e73\u304c\u3093\u3092\u691c\u51fa\u3059\u308b\u3088\u3046\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u305f\u8a08\u7b97\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u304c\u884c\u308f\u308c\u307e\u3057\u305f\u3002<\/strong> \u52dd\u5229\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u306f92.5%\u306e\u6210\u529f\u7387\u3067\u8a3a\u65ad\u3092\u4e0b\u3057\u307e\u3057\u305f\u304c\u3001\u4eba\u9593\u306e\u75c5\u7406\u5b66\u8005\u306e\u610f\u898b\u3084\u5c02\u9580\u77e5\u8b58\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u300199.5%\u306e\u6210\u529f\u7387\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Precision_medicine\"><\/span><strong>4\uff09\u30d7\u30ec\u30b7\u30b8\u30e7\u30f3\u30fb\u30e1\u30c7\u30a3\u30b7\u30f3<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u533b\u7642\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u306e\u6700\u3082\u4fa1\u5024\u3042\u308b\u4f8b\u306e\u4e00\u3064\u304c\u3001\u73fe\u5728\u3001\u533b\u7642\u306e\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u300c\u7cbe\u5bc6\u533b\u7642\u300d\u3067\u3059\u3002\u7cbe\u5bc6\u533b\u7642\u306e\u57fa\u76e4\u3068\u306a\u308b\u306e\u306f\u3001\u60a3\u8005\u304c\u5bb6\u5ead\u3067\u4f7f\u7528\u3059\u308b\u5065\u5eb7\u30bb\u30f3\u30b5\u30fc\u3001\u5b89\u4fa1\u306a\u30b2\u30ce\u30e0\u89e3\u8aad\u3001\u9ad8\u5ea6\u306a\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306a\u3069\u3001\u591a\u304f\u306e\u7834\u58ca\u7684\u306a\u6280\u8853\u9769\u65b0\u306b\u3088\u3063\u3066\u96c6\u3081\u3089\u308c\u305f\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002\u30d7\u30ec\u30b7\u30b8\u30e7\u30f3\u30fb\u30e1\u30c7\u30a3\u30b7\u30f3\u3068\u306f\u3001\u300c\u500b\u3005\u306e\u60a3\u8005\u306e\u7279\u6027\u306b\u5408\u308f\u305b\u305f\u533b\u7642\u300d\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u73fe\u5728\u3001\u533b\u7642\u73fe\u5834\u3067\u306f\u3001\u60a3\u8005\u306e\u4e00\u898b\u91cd\u306a\u308a\u5408\u3046\u3044\u304f\u3064\u304b\u306e\u7279\u5fb4\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3059\u308b\u3053\u3068\u304b\u3089\u3001\u3088\u308a\u500b\u5225\u5316\u3055\u308c\u305f\u5f62\u5f0f\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3078\u3068\u6025\u901f\u306b\u79fb\u884c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30d7\u30ec\u30b7\u30b8\u30e7\u30f3\u30fb\u30e1\u30c7\u30a3\u30b7\u30f3\u306f\u3001\u6df1\u5c64\u5b66\u7fd2\u3092\u7528\u3044\u305f\u9ad8\u5ea6\u306a\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u533b\u5e2b\u306e\u8a8d\u77e5\u80fd\u529b\u3092\u65b0\u305f\u306a\u30b9\u30b1\u30fc\u30eb\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u73fe\u4ee3\u3067\u306f\u3001\u75c5\u6c17\u306e\u30ea\u30b9\u30af\u3092\u9ad8\u3081\u308b\u907a\u4f1d\u5b50\u5909\u7570\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u8ab2\u984c\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 <strong><a href=\"https:\/\/ai.intel.com\/powering-precision-medicine-artificial-intelligence\/\">\u30a4\u30f3\u30c6\u30eb<\/a>\u306f\u3001\u7c73\u56fd\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5dde\u30b9\u30af\u30ea\u30d7\u30b9\u7814\u7a76\u6240\u3068\u5171\u540c\u3067\u3001\u5f93\u6765\u306e\u7d71\u8a08\u7684\u624b\u6cd5\u3067\u306f\u7279\u5b9a\u3067\u304d\u306a\u304b\u3063\u305f\u5fc3\u8840\u7ba1\u75be\u60a3\u306e\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u3063\u305f23\u4eba\u306e\u60a3\u8005\u3092\u300185%\u306e\u7cbe\u5ea6\u3067\u691c\u51fa\u3067\u304d\u308b\u6df1\u5c64\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/strong> <a href=\"https:\/\/www.ibm.com\/watson\/health\/oncology-and-genomics\/genomics\/\">IBM Watson<\/a> \u305d\u3057\u3066 <a href=\"https:\/\/deepmind.com\/\">Google DeepMind<\/a> \u306f\u3001\u533b\u7642\u8a18\u9332\u306e\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u30ea\u30fc\u30c0\u30fc\u7684\u5b58\u5728\u3067\u3042\u308a\u3001\u6700\u7d42\u7684\u306b\u306f\u3001\u69d8\u3005\u306a\u81e8\u5e8a\u77e5\u8b58\u3001\u5206\u6790\u30fb\u63a8\u8ad6\u80fd\u529b\u3092\u5099\u3048\u305f\u300c\u30b3\u30b0\u30cb\u30c6\u30a3\u30d6\u30fb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u300d\u3092\u4f5c\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Drug_discovery\"><\/span><strong>5\uff09\u5275\u85ac<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u73fe\u5728\u306e\u81e8\u5e8a\u8a66\u9a13\u306e\u5f62\u5f0f\u3067\u306f\u3001\u6570\u5341\u5e74\u306e\u7814\u7a76\u671f\u9593\u3068\u6570\u5341\u5104\u5186\u306e\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002 <strong>\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u751f\u7269\u533b\u5b66\u7814\u7a76\u5354\u4f1a\u306b\u3088\u308b\u3068\u3001\u300c\u524d\u81e8\u5e8a\u8a66\u9a13\u3092\u958b\u59cb\u3057\u305f\u85ac\u306e\u3046\u3061\u3001\u30d2\u30c8\u3078\u306e\u6295\u4e0e\u304c\u53ef\u80fd\u306b\u306a\u308b\u306e\u306f5,000\u5206\u306e5\u3067\u3042\u308a\u3001\u305d\u306e\u3046\u3061\u30d2\u30c8\u3078\u306e\u4f7f\u7528\u304c\u627f\u8a8d\u3055\u308c\u308b\u306e\u306f\u308f\u305a\u304b1\u3064\u3067\u3042\u308b\u300d\u3068\u3044\u3046\u3002<\/strong> \u5275\u85ac\u306bAI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u88fd\u85ac\u4f1a\u793e\u306f\u5275\u85ac\u3092\u52b9\u7387\u5316\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u85ac\u5264\u306e\u518d\u5229\u7528\u3082\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u73fe\u5728\u3001\u30d5\u30a1\u30a4\u30b6\u30fc\u3001\u30b5\u30ce\u30d5\u30a3\u3001\u30b8\u30a7\u30cd\u30c6\u30c3\u30af\u306a\u3069\u591a\u304f\u306e\u5927\u624b\u88fd\u85ac\u4f01\u696d\u304c\u3001\u816b\u760d\u9818\u57df\u306e\u5275\u85ac\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u63a8\u9032\u3059\u308b\u305f\u3081\u306b\u3001\u305d\u308c\u305e\u308cIBM\u30ef\u30c8\u30bd\u30f3\u3001Exscientia\u793e\u306e\u4eba\u5de5\u77e5\u80fd\u3001GNS\u30d8\u30eb\u30b9\u30b1\u30a2\u3068\u3044\u3063\u305fAI\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u63d0\u643a\u3057\u3066\u3044\u307e\u3059\u3002AI\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u75be\u60a3\u306e\u3053\u308c\u307e\u3067\u77e5\u3089\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u539f\u56e0\u3092\u7a81\u304d\u6b62\u3081\u3001\u3088\u308a\u591a\u304f\u306e\u5316\u5408\u7269\u3092\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3068\u518d\u73fe\u6027\u3067\u8a66\u9a13\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002AI\u3092\u5275\u85ac\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306e\u8a66\u884c\u932f\u8aa4\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304b\u3089\u8131\u5374\u3057\u3001\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u4e88\u6e2c\u4eee\u8aac\u3092\u7528\u3044\u3066\u3001\u60a3\u8005\u3055\u3093\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u751f\u7269\u5b66\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002\u533b\u85ac\u54c1\u958b\u767a\u4f01\u696d\u306eAtomwise\u306f\u30012016\u5e74\u306bAI\u3092\u4f7f\u3063\u3066\u3001\u65e2\u5b58\u306e\u533b\u85ac\u54c1\u3092\u518d\u8a2d\u8a08\u3057\u3066\u30a8\u30dc\u30e9\u30a6\u30a4\u30eb\u30b9\u3092\u6a19\u7684\u306b\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3092\u5206\u6790\u3057\u307e\u3057\u305f\u3002\u5f93\u6765\u306e\u65b9\u6cd5\u3067\u306f\u6570\u30f6\u6708\u304b\u3089\u6570\u5e74\u304b\u304b\u308b\u5206\u6790\u304c\u30011\u65e5\u3067\u5b8c\u4e86\u3057\u30012\u3064\u306e\u30d2\u30c3\u30c8\u5546\u54c1\u304c\u751f\u307e\u308c\u307e\u3057\u305f\u3002\u4e00\u65b9\u3067\u3001\u305d\u306e <em>in silico<\/em> \u73fe\u4ee3\u306e\u533b\u85ac\u54c1\u306e\u7814\u7a76\u958b\u767a\uff08R&amp;D\uff09\u3067\u306f\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u6280\u8853\u306e\u91cd\u8981\u6027\u304c\u5897\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u6a19\u6e96\u7684\u306a\u88fd\u85ac\u696d\u754c\u306eR&amp;D\u306e\u751f\u7523\u6027\u3092\u7f6e\u304d\u63db\u3048\u308b\u306b\u306f\u307b\u3069\u9060\u3044\u72b6\u6cc1\u3067\u3059\u3002<\/p>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306a\u4e8b\u4f8b\u306f\u3001AI\u306e\u6d3b\u7528\u3068\u3057\u3066\u306f\u300c\u30af\u30fc\u30eb\u300d\u306a\u90e8\u985e\u306b\u5165\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u88cf\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u306a\u3044\u306e\u304c\u3001AI\u306b\u3088\u308b\u4e8b\u52d9\u4f5c\u696d\u306e\u652f\u63f4\u3067\u3042\u308a\u3001\u305d\u306e\u4fa1\u5024\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u63a8\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/venturebeat.com\/2018\/04\/22\/the-3-most-valuable-applications-of-ai-in-health-care\/\">$18\u5104\u5186<\/a>.AI\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u8a18\u9332\u3001\u9577\u671f\u4fdd\u5b58\u3068\u3044\u3046\u533b\u5e2b\u3084\u770b\u8b77\u5e2b\u306e\u30eb\u30fc\u30c1\u30f3\u30ef\u30fc\u30af\u3092\u52a9\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u7ba1\u7406\u696d\u52d9\u306e\u81ea\u52d5\u5316\u3092\u52d5\u54e1\u3057\u3066\u3044\u307e\u3059\u3002<strong> \u533b\u5e2b\u306e\u4ed5\u4e8b\u306e\u53cd\u5fa9\u7684\u306a\u90e8\u5206\u3092\u53d6\u308a\u9664\u304f\u3053\u3068\u3067\u3001AI\u306f\u4ecb\u8b77\u8005\u304c\u5b9a\u671f\u7684\u306b\u60a3\u8005\u306e\u305f\u3081\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u652f\u63f4\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/strong><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Ethical_Concerns\"><\/span>\u502b\u7406\u7684\u914d\u616e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u533b\u7642\u5206\u91ce\u3067\u306e\u4eba\u5de5\u77e5\u80fd\u306e\u5c0e\u5165\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u554f\u984c\u3084AI\u306e\u502b\u7406\u7684\u306a\u5229\u7528\u3068\u3044\u3046\u88cf\u8fd4\u3057\u306e\u5074\u9762\u304c\u3042\u308a\u307e\u3059\u3002AI\u3092\u53d6\u308a\u5dfb\u304f\u502b\u7406\u7684\u306a\u61f8\u5ff5\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7591\u554f\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306b\u9650\u5b9a\u3055\u308c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<ul>\n<li>\u6a5f\u68b0\u306e\u30a8\u30e9\u30fc\u304c\u30b1\u30a2\u306e\u4e0d\u59cb\u672b\u306b\u3064\u306a\u304c\u308b\u5834\u5408\u3001\u8ab0\u304c\u8cac\u4efb\u3092\u8ca0\u3046\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/li>\n<li>AI\u306e\u5b66\u7fd2\u306b\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306b\u65e2\u5b58\u306e\u30d0\u30a4\u30a2\u30b9\uff08\u60a3\u8005\u306e\u30b5\u30d6\u30b0\u30eb\u30fc\u30d7\u304c\u904e\u5c0f\u307e\u305f\u306f\u904e\u5927\uff09\u304c\u3042\u308b\u3068\u3001\u8a3a\u65ad\u3084\u5206\u6790\u306e\u30d0\u30a4\u30a2\u30b9\u3092\u6392\u9664\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5f37\u5316\u3057\u3066\u3057\u307e\u3046\u306e\u3067\u306f\u306a\u3044\u304b\uff1f<\/li>\n<li>AI\u304c\u81ea\u5206\u306e\u6cbb\u7642\u306b\u3069\u306e\u7a0b\u5ea6\u306e\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u304b\u3001\u60a3\u8005\u306f\u77e5\u3089\u3055\u308c\u308b\u3060\u308d\u3046\u304b\uff1f<\/li>\n<li>AI\u306f\u3001\u60a3\u8005\u304c\u533b\u7642\u5f93\u4e8b\u8005\u306b\u76f8\u8ac7\u305b\u305a\u3001\u81ea\u5df1\u8a3a\u65ad\u3084\u6295\u85ac\u306b\u803d\u308b\u3053\u3068\u3092\u63a8\u5968\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/li>\n<li>\u533b\u7642\u5f93\u4e8b\u8005\u306f\u3001AI\u306b\u3088\u3063\u3066\u6a29\u5a01\u3084\u81ea\u5f8b\u6027\u304c\u5931\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u306b\u8105\u5a01\u3092\u611f\u3058\u308b\u306e\u3067\u306f\u306a\u3044\u304b\uff1f\u305d\u306e\u7d50\u679c\u3001\u5f7c\u3089\u306e\u533b\u7642\u884c\u70ba\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306f\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u306e\u4f8b\u3067\u3057\u305f\u3002\u660e\u3089\u304b\u306b\u3001\u3053\u308c\u304b\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3067\u3042\u308bAI\u306f\u3001\u614e\u91cd\u306b\u5bfe\u51e6\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u7db1\u6e21\u308a\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u502b\u7406\u9762\u3084\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u89b3\u70b9\u304b\u3089\u3001\u8cac\u4efb\u3092\u6301\u3063\u3066\u5229\u7528\u3059\u308c\u3070\u3001AI\u306f\u533b\u7642\u696d\u754c\u306e\u3042\u308a\u65b9\u3092\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u5909\u9769\u3059\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001\u73fe\u5728\u306e\u533b\u7642\u5f93\u4e8b\u8005\u306bAI\u306e\u4f7f\u3044\u65b9\u3092\u6559\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002AI\u306f\u73fe\u5728\u3001\u8a87\u5927\u5e83\u544a\u306b\u5305\u307e\u308c\u305f\u30d0\u30ba\u30ef\u30fc\u30c9\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u3067\u3001\u60d1\u308f\u3055\u308c\u306a\u3044\u305f\u3081\u306b\u306f\u3001\u4f55\u304c\u5b9f\u969b\u306b\u5f79\u7acb\u3061\u3001\u4f55\u304c\u5f79\u306b\u7acb\u305f\u306a\u3044\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u306a\u306e\u3067\u3059\u3002 <strong>\u4eba\u5de5\u77e5\u80fd\u306f\u3001\u533b\u7642\u5206\u91ce\u306b\u304a\u3051\u308b\u4eba\u9593\u306e\u95a2\u4e0e\u3092\u306a\u304f\u3059\u306b\u306f\u307b\u3069\u9060\u3044\u3082\u306e\u3067\u3059\u304c\u3001\u3053\u306e\u5206\u91ce\u3067\u4eba\u5de5\u77e5\u80fd\u306e\u6559\u80b2\u3092\u53d7\u3051\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u53d7\u3051\u5165\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u5b9f\u52d9\u8005\u306b\u6709\u5229\u306a\u4ed5\u4e8b\u3092\u8986\u3059\u3053\u3068\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<br \/>\nNeed to consult an Artificial Intelligence expert? Hire from over 16,000 <a href=\"https:\/\/www.kolabtree.com\/\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u79d1\u5b66\u8005<\/a> on Kolabtree. It&#8217;s free to post your project and get quotes from experts.<\/p>","protected":false},"excerpt":{"rendered":"<p>The applications and examples of Artificial Intelligence in healthcare hold the promise of affordable healthcare, improved success rates, efficient clinical trials, and a better quality of life. While most of us are familiar with AI in the context of Alexa, Siri, or self-driving cars, we are now slowly understanding the potential of the clinical applications of AI.\u00a0 The steady rise in the impact of artificial intelligence in healthcare can be exemplified by looking at the following five sectors of the healthcare industry. Here are the examples of artificial intelligence in healthcare 1) Artificial Intelligence assistance in \u201ckeeping well\u201d One of the biggest and directly consumer impacting potential application of artificial<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":43,"featured_media":4556,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[434,247,443],"tags":[451],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>5 real world examples of Artificial Intelligence in healthcare<\/title>\n<meta name=\"description\" content=\"Examples of artificial intelligence in healthcare include IoMT, drug discovery, and streamlined workflows that reduce costs.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"5 Real-World Examples of AI in Healthcare\" \/>\n<meta property=\"og:description\" content=\"Examples of artificial intelligence in healthcare include IoMT, drug discovery, and streamlined workflows that reduce costs.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-real-world-examples-of-ai-in-healthcare\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" 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