{"id":5691,"date":"2019-06-21T10:46:12","date_gmt":"2019-06-21T10:46:12","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=5691"},"modified":"2019-06-21T11:37:30","modified_gmt":"2019-06-21T11:37:30","slug":"top-4-use-cases-of-data-science-in-healthcare","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/top-4-use-cases-of-data-science-in-healthcare\/","title":{"rendered":"\u30d8\u30eb\u30b9\u30b1\u30a2\u5206\u91ce\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4f7f\u7528\u4f8b\u30c8\u30c3\u30d74"},"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-69f16680f26a5\" 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-69f16680f26a5\"><\/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\/top-4-use-cases-of-data-science-in-healthcare\/#1_Clinical_trials\" title=\"1.\u81e8\u5e8a\u8a66\u9a13\">1.\u81e8\u5e8a\u8a66\u9a13<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-4-use-cases-of-data-science-in-healthcare\/#2_Real-time_patient_monitoring\" title=\"2.\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60a3\u8005\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\">2.\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60a3\u8005\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-4-use-cases-of-data-science-in-healthcare\/#3_Public_health_epidemiology\" title=\"3.\u516c\u8846\u885b\u751f\u30fb\u75ab\u5b66\u00a0\">3.\u516c\u8846\u885b\u751f\u30fb\u75ab\u5b66\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-4-use-cases-of-data-science-in-healthcare\/#4_Improving_patient_care\" title=\"4.\u60a3\u8005\u30b1\u30a2\u306e\u5411\u4e0a\">4.\u60a3\u8005\u30b1\u30a2\u306e\u5411\u4e0a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-4-use-cases-of-data-science-in-healthcare\/#Privacy_concerns\" title=\"\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3078\u306e\u914d\u616e \">\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3078\u306e\u914d\u616e <\/a><\/li><\/ul><\/nav><\/div>\n<p><b>\u30d8\u30eb\u30b9\u30b1\u30a2\u696d\u754c\u306b\u306f\u3001\u6570\u591a\u304f\u306e\u30c7\u30fc\u30bf\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u30c7\u30fc\u30bf\u3092\u6709\u52b9\u306b\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044\u4eba\u304c\u591a\u3044\u306e\u3082\u4e8b\u5b9f\u3067\u3059\u3002  \u3053\u3053\u3067\u306f\u3001Paul Ricci\u6c0f\u304c <a href=\"https:\/\/www.kolabtree.com\/services\/data-science-analytics\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=HealthcareData-Ricci\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/a> \u3092Kolabtree\u306b\u63b2\u8f09\u3057\u307e\u3057\u305f\u3002 <\/b><b>explains some use cases of data science in healthcare and how it can improve <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30ea\u30b5\u30fc\u30c1<\/a> and patient care.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u4e16\u754c\u4e2d\u306e\u533b\u7642\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u81e8\u5e8a\u7d50\u679c\u3092\u5411\u4e0a\u3055\u305b\u308b\u5fc5\u8981\u6027\u306e\u9ad8\u307e\u308a\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u81e8\u5e8a\u304a\u3088\u3073\u696d\u52d9\u30ec\u30d9\u30eb\u3067\u306e\u3088\u308a\u826f\u3044\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3061\u3001\u696d\u754c\u304c\u3053\u308c\u3089\u306e\u8981\u6c42\u3092\u6e80\u305f\u3059\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u5206\u91ce\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4e3b\u306a\u5fdc\u7528\u4f8b\u3068\u3001\u305d\u306e\u7814\u7a76\u3078\u306e\u5f71\u97ff\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_Clinical_trials\"><\/span><b>1.\u81e8\u5e8a\u8a66\u9a13<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u6700\u8fd1\u306e <\/span><a href=\"https:\/\/jamanetwork.com\/journals\/jamainternalmedicine\/article-abstract\/2702287?utm_campaign=articlePDF&amp;utm_medium=articlePDFlink&amp;utm_source=articlePDF&amp;utm_content=jamainternmed.2018.3931\"><span style=\"font-weight: 400;\">\u7814\u7a76<\/span><\/a><span style=\"font-weight: 400;\"> \u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u533b\u85ac\u54c1\u306e\u627f\u8a8d\u306b\u3064\u306a\u304c\u308b\u91cd\u8981\u306a\u81e8\u5e8a\u8a66\u9a13\u306b\u304b\u304b\u308b\u8cbb\u7528\u306e\u4e2d\u592e\u5024\u306f$1900\u4e07\u5186\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u696d\u754c\u306f\u3001\u3053\u306e\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u306b\u3001\u81e8\u5e8a\u8a66\u9a13\u306e\u52b9\u7387\u3092\u4e0a\u3052\u308b\u65b9\u6cd5\u3092\u898b\u3064\u3051\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u81e8\u5e8a\u8a66\u9a13\u306e\u52b9\u7387\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002 <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u3053\u3068\u3002<\/strong> \u8fd1\u5e74\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u81e8\u5e8a\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u306f\u683c\u6bb5\u306b\u5927\u304d\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u4ed6\u306e\u65b9\u6cd5\u3067\u306f\u898b\u843d\u3068\u3055\u308c\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u3001\u30c7\u30fc\u30bf\u4e2d\u306e\u610f\u5473\u306e\u3042\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3082\u5bb9\u6613\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u958b\u767a\u306e\u7d50\u679c\u3001\u81e8\u5e8a\u8a66\u9a13\u30c7\u30fc\u30bf\u306f\u3001\u3088\u308a\u5fb9\u5e95\u3057\u3066\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u3082\u306e\u3068\u306a\u308a\u3001MHRA\u3084\u305d\u306e\u4ed6\u306e\u6a5f\u95a2\u306b\u7533\u8acb\u3059\u308b\u969b\u306b\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002 <a href=\"https:\/\/blog.kolabtree.com\/how-to-get-fda-approval-4-expert-tips\/\">FDA\u627f\u8a8d<\/a>. <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>\u3088\u308a\u826f\u3044\u610f\u601d\u6c7a\u5b9a\u3092<\/strong> \u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u3001\u81e8\u5e8a\u8a66\u9a13\u306b\u304a\u3051\u308b\u3088\u308a\u826f\u3044\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u6700\u8fd1\u306e\u50be\u5411\u3068\u4e88\u6e2c\u3055\u308c\u308b\u7d50\u679c\u3092\u898b\u3066\u3001\u8a66\u9a13\u306e\u52b9\u7387\u3092\u9ad8\u3081\u3001\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3001\u3088\u308a\u9ad8\u3044\u60a3\u8005\u306e\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u3088\u308a\u826f\u3044\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>\u30ec\u30c8\u30ed\u30b9\u30da\u30af\u30c6\u30a3\u30d6\u7814\u7a76\u3002<\/strong> \u307e\u305f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6614\u306e\u81e8\u5e8a\u8a66\u9a13\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306f\u4eca\u307b\u3069\u5fb9\u5e95\u7684\u306b\u5206\u6790\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3053\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u3092\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u89e3\u6790\u6280\u8853\u3092\u7528\u3044\u3066\u518d\u5206\u6790\u3059\u308b\u30ec\u30c8\u30ed\u30b9\u30da\u30af\u30c6\u30a3\u30d6\u30fb\u30b9\u30bf\u30c7\u30a3\u304c\u4e00\u822c\u7684\u306b\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u306b\u3088\u308a\u3001\u5f53\u521d\u306f\u767a\u898b\u3067\u304d\u306a\u304b\u3063\u305f\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u4e8c\u6b21\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u30ec\u30c8\u30ed\u30b9\u30da\u30af\u30c6\u30a3\u30d6\u30fb\u30b9\u30bf\u30c7\u30a3\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u3092\u591a\u304f\u53ce\u96c6\u3059\u308b\u3053\u3068\u306a\u304f\u85ac\u5264\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u5f97\u308b\u305f\u3081\u306e\u624b\u9803\u306a\u65b9\u6cd5\u3067\u3059\u3002 <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>\u30d7\u30ed\u306e\u6280\u3002<\/strong> \u81e8\u5e8a\u8a66\u9a13\u306b\u304a\u3051\u308b\u9078\u629e\u30d0\u30a4\u30a2\u30b9\u306f\u7d50\u679c\u3092\u7121\u52b9\u306b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u60a3\u8005\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u5bfe\u8c61\u3068\u306a\u308b\u4eba\u53e3\u3092\u516c\u5e73\u306b\u8868\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30b5\u30f3\u30d7\u30eb\u306e\u4eba\u53e3\u7d71\u8a08\u3092\u5bfe\u8c61\u3068\u306a\u308b\u96c6\u56e3\u306e\u56fd\u52e2\u8abf\u67fb\u30c7\u30fc\u30bf\u3068\u6bd4\u8f03\u3057\u3001\u77db\u76fe\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3001\u9078\u629e\u30d0\u30a4\u30a2\u30b9\u3092\u56de\u907f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b5\u30f3\u30d7\u30eb\u306b\u504f\u308a\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u4ee3\u8868\u6027\u306e\u4f4e\u3044\u30b5\u30f3\u30d7\u30eb\u3092\u4ee3\u8868\u6027\u306e\u9ad8\u3044\u30b5\u30f3\u30d7\u30eb\u3088\u308a\u3082\u91cd\u8996\u3059\u308b\u3053\u3068\u3067\u4fee\u6b63\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 <\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Real-time_patient_monitoring\"><\/span><b>2.\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60a3\u8005\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3067\u304d\u308b\u3053\u3068\u306e\u7bc4\u56f2\u304c\u5e83\u304c\u308b\u3068\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u60a3\u8005\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f <a href=\"https:\/\/blog.kolabtree.com\/wearable-technology-changing-the-face-of-healthcare\/\">\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308b\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u6280\u8853<\/a> \u306f\u3001\u8840\u5727\u3084\u5fc3\u62cd\u6570\u306a\u3069\u306e\u60a3\u8005\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u30e2\u30cb\u30bf\u30fc\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u533b\u7642\u5f93\u4e8b\u8005\u306b\u9001\u4fe1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u60a3\u8005\u306e\u5b9a\u671f\u7684\u306a\u8a3a\u5bdf\u3084\u691c\u67fb\u306e\u5fc5\u8981\u6027\u304c\u6e1b\u308a\u3001\u3042\u308b\u3044\u306f\u7121\u304f\u306a\u308a\u3001\u5927\u5e45\u306a\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u81e8\u5e8a\u8a66\u9a13\u306e\u52b9\u7387\u5316\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Public_health_epidemiology\"><\/span><b>3.\u516c\u8846\u885b\u751f\u30fb\u75ab\u5b66\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306f\u3001\u4f55\u767e\u4e07\u3082\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5206\u6790\u3092\u81ea\u52d5\u5316\u3057\u3001\u75c5\u6c17\u306e\u4e88\u6e2c\u3084\u4e88\u9632\u3092\u5bb9\u6613\u306b\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u85ac\u5c40\u3084\u958b\u696d\u533b\u304b\u3089\u5f97\u3089\u308c\u308b\u51e6\u65b9\u7b8b\u306e\u8ca9\u58f2\u72b6\u6cc1\u3084\u8a3a\u65ad\u7d50\u679c\u306a\u3069\u306e\u60c5\u5831\u3092\u5229\u7528\u3057\u3066\u3001\u75c5\u6c17\u306e\u767a\u751f\u3092\u691c\u77e5\u3057\u3001\u3055\u3089\u306b\u5e83\u304c\u308b\u306e\u3092\u9632\u3050\u305f\u3081\u306b\u8fc5\u901f\u306b\u884c\u52d5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><a href=\"https:\/\/blog.kolabtree.com\/six-ways-biostatistics-transforming-healthcare\/\">\u30d0\u30a4\u30aa\u30b9\u30bf\u30c6\u30a3\u30b7\u30e3\u30f3<\/a> (\u751f\u7269\u5b66\u7684\u3001\u533b\u5b66\u7684\u30c7\u30fc\u30bf\u3092\u6271\u3046\u7d71\u8a08\u5b66\u8005\uff09\u306f\u3001\u8abf\u67fb\u3092\u8a2d\u8a08\u3057\u305f\u308a\u3001\u516c\u8846\u885b\u751f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5f71\u97ff\u3092\u8a55\u4fa1\u3057\u305f\u308a\u3057\u3066\u3044\u307e\u3059\u3002\u7d71\u8a08\u5b66\u8005\u306f\u3001\u55ab\u7159\u3068\u80ba\u304c\u3093\u306e\u95a2\u9023\u6027\u306a\u3069\u3001\u6b74\u53f2\u7684\u306b\u4e16\u754c\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u305f\u91cd\u8981\u306a\u76f8\u95a2\u95a2\u4fc2\u306e\u89e3\u660e\u306b\u8ca2\u732e\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Improving_patient_care\"><\/span>4.\u60a3\u8005\u30b1\u30a2\u306e\u5411\u4e0a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-size: 14px;\">\u5c06\u6765\u7684\u306b\u306f\u3001\u96fb\u5b50\u30ab\u30eb\u30c6\uff08EHR\uff09\u304c\u5b8c\u5168\u306b\u30c7\u30b8\u30bf\u30eb\u5316\u3055\u308c\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u63a5\u7d9a\u3055\u308c\u3001\u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u8ab0\u3082\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u60a3\u8005\u3055\u3093\u306f\u3001\u4e88\u7d04\u6642\u9593\u3084\u691c\u67fb\u7d50\u679c\u304c\u51fa\u305f\u3068\u304d\u306b\u30a2\u30e9\u30fc\u30c8\u3092\u53d7\u3051\u53d6\u308a\u3001\u533b\u7642\u5f93\u4e8b\u8005\u306f\u60a3\u8005\u3055\u3093\u306e\u5065\u5eb7\u72b6\u614b\u3092\u9060\u9694\u3067\u76e3\u8996\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u30d3\u30b8\u30e7\u30f3\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u6a5f\u5bc6\u6027\u306b\u95a2\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u554f\u984c\u306b\u5bfe\u51e6\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p>\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u4f7f\u7528\u4f8b\u306f\u4ed6\u306b\u3082\u69d8\u3005\u3042\u308a\u307e\u3059\u304c\u3001\u6700\u7d42\u7684\u306a\u76ee\u6a19\u306f\u540c\u3058\u3067\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u306e\u7814\u7a76\u3068\u63d0\u4f9b\u3092\u6539\u5584\u3057\u3001\u3088\u308a\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u624b\u9803\u306a\u4fa1\u683c\u3067\u63d0\u4f9b\u3057\u3001\u60a3\u8005\u306e\u30b1\u30a2\u3068\u30b5\u30dd\u30fc\u30c8\u3092\u52a0\u901f\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Privacy_concerns\"><\/span><b>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3078\u306e\u914d\u616e <\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u7c73\u56fd\u306e\u5c0f\u58f2\u696d\u8005Target\u793e\u304c\u3001\u3042\u308b\u5973\u6027\u304c\u7236\u89aa\u306b\u8a71\u3059\u524d\u306b\u598a\u5a20\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u767a\u898b\u3057\u305f\u3068\u3044\u3046\u8a71\u3092\u3054\u5b58\u77e5\u3067\u3057\u3087\u3046\u304b\u3002Target\u793e\u306f\u3001\u5973\u6027\u9867\u5ba2\u304c\u8cfc\u5165\u3057\u305f\u5546\u54c1\u304b\u3089\u598a\u5a20\u3057\u3066\u3044\u308b\u4eba\u3092\u4e88\u6e2c\u3059\u308b\u6226\u7565\u3092\u3068\u308a\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u305d\u306e\u9867\u5ba2\u306b\u8d64\u3061\u3083\u3093\u306b\u95a2\u3059\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8cc7\u6599\u3092\u90f5\u9001\u3057\u307e\u3057\u305f\u3002\u30df\u30cd\u30bd\u30bf\u5dde\u306e17\u6b73\u306e\u5973\u6027\u304c\u3053\u306e\u8cc7\u6599\u3092\u53d7\u3051\u53d6\u3063\u305f\u3068\u304d\u3001\u5f7c\u5973\u306e\u4e21\u89aa\u306f\u6115\u7136\u3068\u3057\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u793e\u3092\u76f8\u624b\u306b\u8a34\u8a1f\u3092\u8d77\u3053\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7269\u8a9e\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304c\u610f\u56f3\u3057\u306a\u3044\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u3067\u3059\u3002 <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e0d\u9069\u5207\u306a\u4f7f\u7528\u306e\u3082\u3046\u4e00\u3064\u306e\u4f8b\u306f\u3001\u6700\u8fd1\u306e\u30b1\u30f3\u30d6\u30ea\u30c3\u30b8\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30ab\u306e\u30b9\u30ad\u30e3\u30f3\u30c0\u30eb\u3067\u3059\u3002\u540c\u793e\u306f\u3001\u4f55\u767e\u4e07\u4eba\u3082\u306e\u4eba\u3005\u306eFacebook\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u304b\u3089\u500b\u4eba\u30c7\u30fc\u30bf\u3092\u672c\u4eba\u306e\u540c\u610f\u306a\u3057\u306b\u5165\u624b\u3057\u3001\u305d\u308c\u3092\u653f\u6cbb\u7684\u306a\u76ee\u7684\u3067\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002 <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u533b\u7642\u30c7\u30fc\u30bf\u306f\u3001\u60a3\u8005\u3055\u3093\u304c\u653f\u5e9c\u3001\u500b\u4eba\u533b\u9662\u3001\u75c5\u9662\u3001\u533b\u7642\u6a5f\u95a2\u306b\u8a17\u3057\u305f\u6a5f\u5bc6\u60c5\u5831\u3067\u3059\u3002\u4eba\u3005\u306e\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3057\u3088\u3046\u3068\u3059\u308b\u5834\u5408\u306f\u3001\u307e\u305a\u3001\u610f\u56f3\u3057\u305f\u3068\u304a\u308a\u306b\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3078\u306e\u540c\u610f\u3092\u60a3\u8005\u304b\u3089\u5f97\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p>&#8212;<br \/>\n<strong>\u3092\u63a1\u7528\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/services\/data-science-analytics\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=HealthcareData-Ricci\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/a> \u305d\u308c\u3068\u3082\u751f\u7269\u7d71\u8a08\u5b66\u8005\uff1fKolabtree\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6295\u7a3f\u3059\u308b\u3068\u3001\u5c02\u9580\u5bb6\u304b\u3089\u7121\u6599\u3067\u898b\u7a4d\u3082\u308a\u304c\u3082\u3089\u3048\u307e\u3059\u3002\u307e\u305f\u3001\u4ee5\u4e0b\u306e\u9023\u7d61\u5148\u3082\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/paul-ricci\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=HealthcareData-Ricci\">\u30dd\u30fc\u30eb\u30fb\u30ea\u30c3\u30c1<\/a> \u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u304a\u9078\u3073\u3044\u305f\u3060\u3051\u307e\u3059\u3002\u00a0<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>The healthcare industry has a plethora of data at its fingertips. However, many are yet to put this data to good use.\u00a0 Here Paul Ricci, a freelance data scientist on Kolabtree, explains some use cases of data science in healthcare and how it can improve research and patient care. Healthcare services around the world are facing increasing pressures to be more efficient and improve clinical outcomes. Data analytics can be used to inform better decision making on a clinical and operational level and help the industry to meet these demands. Here are some of the main applications of data science in healthcare, along with its impact on research.\u00a0 1. Clinical<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-4-use-cases-of-data-science-in-healthcare\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":12,"featured_media":5695,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[398,443,433],"tags":[],"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>Top 4 Use Cases of Data Science in Healthcare - The Kolabtree Blog<\/title>\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\/zh\/top-4-use-cases-of-data-science-in-healthcare\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top 4 Use Cases of Data Science in Healthcare\" \/>\n<meta property=\"og:description\" content=\"The healthcare industry has a plethora of data at its fingertips. However, many are yet to put this data to good use.\u00a0 Here Paul Ricci, a freelance data scientist on Kolabtree, explains some use cases of data science in healthcare and how it can improve research and patient care. Healthcare services around the world are facing increasing pressures to be more efficient and improve clinical outcomes. Data analytics can be used to inform better decision making on a clinical and operational level and help the industry to meet these demands. Here are some of the main applications of data science in healthcare, along with its impact on research.\u00a0 1. ClinicalRead More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/zh\/top-4-use-cases-of-data-science-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\" content=\"2019-06-21T10:46:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-06-21T11:37:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/06\/data-sciences-healthcare.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ramya Sriram\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:site\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ramya Sriram\" \/>\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<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Top 4 Use Cases of Data Science in Healthcare - The Kolabtree Blog","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:\/\/www.kolabtree.com\/blog\/ja\/zh\/top-4-use-cases-of-data-science-in-healthcare\/","og_locale":"ja_JP","og_type":"article","og_title":"Top 4 Use Cases of Data Science in Healthcare","og_description":"The healthcare industry has a plethora of data at its fingertips. 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