{"id":4780,"date":"2020-12-15T23:00:32","date_gmt":"2020-12-15T14:00:32","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4780"},"modified":"2024-10-23T23:48:50","modified_gmt":"2024-10-23T14:48:50","slug":"18-free-life-sciences-medical-datasets-for-machine-learning","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/","title":{"rendered":"\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1372.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u5f0a\u793e\u3067\u3054\u63d0\u4f9b\u3057\u3066\u3044\u308b\u533b\u7642\u7cfb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044:\u3000<a href=\"https:\/\/transynk.co.jp\/products-services\/medical-healthcare-datasets\/\">\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u306e\u533b\u7642\u7cfbDICOM\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08CT\u3001MRI\u3001\u30ec\u30f3\u30c8\u30b2\u30f3\u3001\u30a8\u30b3\u30fc\u30ab\u30fc\u30c7\u30a3\u30aa\u30b0\u30e9\u30e0\u3001\u30de\u30f3\u30e2\u30b0\u30e9\u30d5\u30a3\u30fc\u3001\u30b7\u30f3\u30c1\u30b0\u30e9\u30d5\u30a3\u691c\u67fb\uff09<\/a><\/p>\n<p>\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\u306e\u516c\u958b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044:\u3000<a href=\"https:\/\/transynk.co.jp\/blog\/coronavirus-covid-19\/\">\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\u3068AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u6700\u65b0\u8a18\u4e8b\u3001\u516c\u958b\u30c7\u30fc\u30bf\u307e\u3068\u3081<\/a><\/p>\n<p>\u5f53\u30d6\u30ed\u30b0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u8a18\u4e8b\u3092\u9023\u8f09\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u4ee5\u524d\u306e\u8a18\u4e8b\u3092\u8aad\u307f\u9003\u3057\u3066\u3044\u308b\u65b9\u306f\u662f\u975e\u3001<a href=\"https:\/\/transynk.co.jp\/blog\/the-50-best-free-datasets-for-machine-learning\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u3084<a href=\"https:\/\/web.archive.org\/web\/20210413231550\/https:\/\/transynk.co.jp\/blog\/the-best-25-datasets-for-natural-language-processing\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5411\u3051<\/a>\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f<\/h3><\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u300c\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\uff08\u533b\u7642\u30c7\u30fc\u30bf\uff09\u300d\u3068\u805e\u3044\u3066\u3001\u7686\u69d8\u306f\u3069\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u3092\u601d\u3044\u6d6e\u304b\u3079\u308b\u3067\u3057\u3087\u3046\u304b\u3002\u533b\u7642\u30c7\u30fc\u30bf\u306b\u3082\u69d8\u3005\u306a\u7a2e\u985e\u304c\u3054\u3056\u3044\u307e\u3059\u304c\u3001\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u6295\u4fe1\u60c5\u5831\u3001\u691c\u67fb\u7d50\u679c\u3001\u753b\u50cf\u8a18\u9332\u3001\u51e6\u65b9\u8a18\u9332\u3001\u7a2e\u305a\u3064\u8a18\u9332\u306a\u3069\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u60a3\u8005\u306e\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u3092\u3044\u3044\u307e\u3059\u3002\u672c\u7a3f\u3067\u306f\u751f\u547d\u79d1\u5b66\u3068\u533b\u7642AI\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u8a3a\u65ad\u3092\u624b\u52a9\u3051\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3084\u533b\u7642\u8a3a\u65ad\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b7\u30b9\u30c6\u30e0\u306b\u7d4c\u6e08\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u751f\u547d\u79d1\u5b66\u3001\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"https:\/\/healthdata.gov\/search\/type\/dataset\" target=\"_blank\" rel=\"noopener noreferrer\">HealthData.gov<\/a>: \u7c73\u56fd\u6c11\u306e\u5065\u5eb7\u5897\u9032\u3092\u76ee\u7684\u3068\u3057\u3066\u7c73\u56fd\u653f\u5e9c\u6a5f\u95a2\u304b\u3089\u53ce\u96c6\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/bchi.bigcitieshealth.org\/indicators\/1827\/searches\/22971\" target=\"_blank\" rel=\"noopener noreferrer\">\u5927\u90fd\u5e02\u30d8\u30eb\u30b9\u30a4\u30f3\u30d9\u30f3\u30c8\u30ea\u30fb\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/a>: 26\u90fd\u5e02\u304b\u3089\u96c6\u3081\u305f\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3002\u516d\u3064\u306e\u4eba\u53e3\u7d71\u8a08\u6307\u6a19\u306b\u308f\u305f\u308b34\u306e\u5065\u5eb7\u6307\u6a19\u3092\u8868\u793a\u3002<\/li>\n<li><a href=\"https:\/\/catalog.data.gov\/dataset\/u-s-chronic-disease-indicators-cdi\" target=\"_blank\" rel=\"noopener noreferrer\">\u6162\u6027\u75be\u60a3\u30c7\u30fc\u30bf<\/a>: \u7c73\u56fd\u5185\u306e\u6162\u6027\u75be\u60a3\u6307\u6a19\u306b\u95a2\u3059\u308b\u533b\u7642\u30c7\u30fc\u30bf\u3002<\/li>\n<li><a href=\"https:\/\/www.mortality.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6b7b\u4ea1\u7387\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/a>: 35\u30ab\u56fd\u4ee5\u4e0a\u306e\u6b7b\u4ea1\u7387\u3068\u4eba\u53e3\u306e\u533b\u7642\u30c7\u30fc\u30bf\u3002<\/li>\n<li><a href=\"https:\/\/archive.ics.uci.edu\/ml\/datasets\/MHEALTH+Dataset\" target=\"_blank\" rel=\"noopener noreferrer\">MHealth (\u30e2\u30d0\u30a4\u30eb\u30d8\u30eb\u30b9) \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u591a\u69d8\u306a\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092\u6301\u3064\u5341\u4eba\u306e\u30dc\u30e9\u30f3\u30c6\u30a3\u30a2\u306b\u904b\u52d5\u3092\u884c\u308f\u305b\u3001\u8eab\u4f53\u306e\u52d5\u304d\u3084\u30d0\u30a4\u30bf\u30eb\u30b5\u30a4\u30f3\u3092\u8a18\u9332\u3057\u305f\u3082\u306e\u3002<\/li>\n<li><a href=\"https:\/\/www.cms.gov\/Research-Statistics-Data-and-Systems\/Statistics-Trends-and-Reports\/Medicare-Provider-Charge-Data\/Physician-and-Other-Supplier.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u30e1\u30c7\u30a3\u30b1\u30a2\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u5229\u7528\u3068\u652f\u6255\u3044\u306e\u533b\u7642\u30c7\u30fc\u30bf<\/a>: \u533b\u5e2b\u3084\u533b\u7642\u30b9\u30bf\u30c3\u30d5\u304c\u30e1\u30c7\u30a3\u30b1\u30a2\u52a0\u5165\u8005\u306b\u63d0\u4f9b\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3084\u51e6\u7f6e\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf<\/li>\n<li><a href=\"https:\/\/dbarchive.biosciencedbc.jp\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u751f\u547d\u79d1\u5b66\u7cfb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a2\u30fc\u30ab\u30a4\u30d6<\/a>: \u65e5\u672c\u56fd\u5185\u306e\u751f\u547d\u79d1\u5b66\u8005\u304c\u751f\u307f\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u56fd\u306e\u516c\u5171\u8ca1\u3068\u3057\u3066\u9577\u671f\u9593\u3001\u5b89\u5b9a\u3057\u305f\u72b6\u614b\u3067\u7dad\u6301\u4fdd\u7ba1\u3057\u3066\u3044\u308b\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u7d71\u4e00\u3057\u3066\u691c\u7d22\u3092\u5bb9\u6613\u306b\u3059\u308b\u3068\u5171\u306b\u5229\u7528\u8a31\u8afe\u6761\u4ef6\u3092\u660e\u793a\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u591a\u304f\u306e\u4eba\u304c\u5bb9\u6613\u306b\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u533b\u7642\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"http:\/\/www.oasis-brains.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Oasis<\/a>: \u8133\u306e\u795e\u7d4c\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u79d1\u5b66\u754c\u304c\u81ea\u7531\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u6a19\u306b\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3059\u3002\u57fa\u790e\u795e\u7d4c\u79d1\u5b66\u3084\u81e8\u5e8a\u795e\u7d4c\u79d1\u5b66\u306b\u304a\u3051\u308b\u767a\u898b\u306e\u652f\u63f4\u3068\u306a\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u3066\u3001\u795e\u7d4c\u753b\u50cf\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7de8\u96c6\u3057\u3001\u7121\u6599\u3067\u914d\u5e03\u3057\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"https:\/\/openfmri.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">OpenfMRI<\/a>: \u7814\u7a76\u8005\u304c\u5229\u7528\u53ef\u80fd\u306aMRI\u306e\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"http:\/\/adni.loni.usc.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">ADNI<\/a>: \u30a2\u30eb\u30c4\u30cf\u30a4\u30de\u30fc\u75c5\u795e\u7d4c\u753b\u50cf\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306e\u7814\u7a76\u8005\u305f\u3061\u304c\u3001\u7814\u7a76\u306b\u53c2\u52a0\u3057\u305f\u30dc\u30e9\u30f3\u30c6\u30a3\u30a2\u304b\u3089\u53ce\u96c6\u3057\u305f\u6570\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3002\u3053\u3061\u3089\u306e\u30c7\u30fc\u30bf\u306f\u8a8d\u53ef\u3055\u308c\u305f\u7814\u7a76\u8005\u306b\u7121\u6599\u3067\u63d0\u4f9b\u3055\u308c\u308b\u304c\u3001\u4e8b\u524d\u306b\u7533\u3057\u8fbc\u307f\u3001\u627f\u8a8d\u3092\u5f97\u308b\u3053\u3068\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/gds\" target=\"_blank\" rel=\"noopener noreferrer\">GEO\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u907a\u4f1d\u5b50\u767a\u73fe\u60c5\u5831\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30ec\u30dd\u30b8\u30c8\u30ea\u306b\u306f\u3001\u7cbe\u9078\u3055\u308c\u305f\u907a\u4f1d\u5b50\u767a\u73fe\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3060\u3051\u3067\u306a\u304f\u30aa\u30ea\u30b8\u30ca\u30eb\u30c7\u30fc\u30bf\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u8a18\u9332\u304c\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"https:\/\/aws.amazon.com\/1000genomes\/\" target=\"_blank\" rel=\"noopener noreferrer\">1000\u30b2\u30ce\u30e0\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/a>: \u4eba\u306e\u907a\u4f1d\u7684\u591a\u69d8\u6027\u3092\u6700\u3082\u8a73\u7d30\u306b\u30ab\u30bf\u30ed\u30b0\u5316\u3057\u305f\u56fd\u969b\u7814\u7a76\u5354\u529b\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6700\u7d42\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u4e16\u754c\u4e2d\u306e26\u306e\u7570\u306a\u308b\u6bcd\u96c6\u56e3\u304b\u30892,500\u4eba\u4ee5\u4e0a\u306e\u30b2\u30ce\u30e0\u914d\u5217\u3092\u6c7a\u5b9a\u3002<\/li>\n<li><a href=\"https:\/\/registry.opendata.aws\/giab\/\" target=\"_blank\" rel=\"noopener noreferrer\">Genome in a Bottle<\/a>: \u30d2\u30c8\u5168\u30b2\u30ce\u30e0\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u89e3\u6790\u3092\u81e8\u5e8a\u5fdc\u7528\u3059\u308b\u305f\u3081\u3001\u3044\u304f\u3064\u304b\u306e\u30ec\u30d5\u30a1\u30ec\u30f3\u30b9\u30b2\u30ce\u30e0\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u75c5\u9662\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"https:\/\/data.medicare.gov\/data\/hospital-compare\" target=\"_blank\" rel=\"noopener noreferrer\">\u30e1\u30c7\u30a3\u30b1\u30a2\u30fb\u30db\u30b9\u30d4\u30bf\u30eb\u30fb\u30af\u30aa\u30ea\u30c6\u30a3<\/a>: \u30e1\u30c7\u30a3\u30b1\u30a2\u30fb\u30e1\u30c7\u30a3\u30b1\u30a4\u30c9\u30fb\u30b5\u30fc\u30d3\u30b9\u30bb\u30f3\u30bf\u30fc\u304c\u63d0\u4f9b\u3059\u308bMedicare.gov\u00a0<a href=\"http:\/\/www.medicare.gov\/hospitalcompare\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u75c5\u9662\u6bd4\u8f03\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8<\/a>\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u516c\u5f0f\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3002\u7c73\u56fd\u5185\u306e4000\u4ee5\u4e0a\u306e\u30e1\u30c7\u30a3\u30b1\u30a2\u8a8d\u5b9a\u75c5\u9662\u306e\u533b\u7642\u306e\u8cea\u304c\u6bd4\u8f03\u3067\u304d\u308b\u3002<\/li>\n<li><a href=\"https:\/\/hcup-us.ahrq.gov\/databases.jsp\" target=\"_blank\" rel=\"noopener noreferrer\">\u533b\u7642\u306e\u8cbb\u7528\u3068\u5229\u7528\u306b\u95a2\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8 (HCUP)<\/a>: \u7c73\u56fd\u306e\u75c5\u9662\u306b\u304a\u3051\u308b\u5165\u9662\u3001\u7dca\u6025\u5916\u6765\u3001\u5916\u6765\u5916\u79d1\u624b\u8853\u6642\u306e\u8a3a\u7642\u30c7\u30fc\u30bf\u3002<\/li>\n<li><a href=\"https:\/\/mimic.physionet.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">MIMIC\u6551\u547d\u533b\u7642\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/a>: MIT\u306e\u30b3\u30f3\u30d4\u30e5\u30c6\u30fc\u30b7\u30e7\u30ca\u30eb\u751f\u7406\u5b66\u7814\u7a76\u6240\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u7d044\u4e07\u4eba\u306e\u6551\u6025\u533b\u7642\u306e\u60a3\u8005\u306b\u95a2\u3059\u308b\u672a\u78ba\u8a8d\u306e\u533b\u7642\u30c7\u30fc\u30bf\u304b\u3089\u6210\u308b\u3002\u4eba\u53e3\u7d71\u8a08\u3084\u30d0\u30a4\u30bf\u30eb\u30b5\u30a4\u30f3\u3001\u691c\u67fb\u7d50\u679c\u3001\u6295\u85ac\u60c5\u5831\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u764c\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-margin-top:20px;\"><p>\u65e9\u671f\u306e\u764c\u306f\u533b\u5e2b\u3067\u3082\u898b\u9003\u3057\u3066\u3057\u307e\u3046\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3057\u3001\u5185\u8996\u93e1\u753b\u50cf\u304b\u3089\u764c\u3092\u691c\u51fa\u3059\u308b\u6280\u8853\u306a\u3069\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u6301\u3064\u7279\u5fb4\u62bd\u51fa\u80fd\u529b\u3092\u9069\u7528\u3057\u3001\u533b\u5e2b\u3078\u306e\u8ca0\u62c5\u7de9\u548c\u3001\u898b\u843d\u3068\u3057\u30ea\u30b9\u30af\u4f4e\u6e1b\u3059\u308b\u7814\u7a76\u958b\u767a\u304c\u3059\u3059\u3067\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/seer.cancer.gov\/faststats\/selections.php?series=cancer\" target=\"_blank\" rel=\"noopener noreferrer\">SEER \u764c\u767a\u751f\u7387<\/a>: \u5e74\u9f62\u3001\u4eba\u7a2e\u3001\u6027\u5225\u306a\u3069\u4eba\u53e3\u7d71\u8a08\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u3067\u5206\u985e\u3055\u308c\u305f\u764c\u767a\u751f\u7387\u306e\u30c7\u30fc\u30bf\u3002\u7c73\u56fd\u653f\u5e9c\u306b\u3088\u308a\u63d0\u4f9b\u3002<\/li>\n<li><a href=\"http:\/\/portals.broadinstitute.org\/cgi-bin\/cancer\/datasets.cgi\" target=\"_blank\" rel=\"noopener noreferrer\">BROAD Institute\u764c\u7814\u7a76\u30d7\u30ed\u30b0\u30e9\u30e0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u8133\u816b\u760d\u3001\u767d\u8840\u75c5\u3001\u9ed2\u8272\u816b\u306a\u3069\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3054\u3068\u306b\u5206\u985e\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u533b\u7642\u30c7\u30fc\u30bf\u306e\u5206\u6790<\/h3><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-margin-top:20px;\"><p>\u533b\u7642\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u6d3b\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u6211\u3005\u304c\u5c06\u6765\u53d7\u3051\u308b\u533b\u7642\u306e\u5411\u4e0a\u306b\u7e4b\u304c\u308b\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u5148\u7aef\u306e\u753b\u50cf\u89e3\u6790\u306b\u3088\u308a\u75c5\u6c17\u306e\u65e9\u671f\u8a3a\u65ad\u30fb\u65e9\u671f\u6cbb\u7642\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u8a3a\u7642\u652f\u63f4\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u88fd\u54c1\u304c\u958b\u767a\u3055\u308c\u305f\u308a\u3001\u540c\u3058\u75c5\u6c17\u306e\u6cbb\u7642\u3067\u3082\u3001\u533b\u7642\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u3088\u308a\u3001\u5404\u60a3\u8005\u306e\u5e74\u9f62\u3084\u75c7\u72b6\u3001\u6301\u75c5\u306a\u3069\u306b\u5408\u308f\u305b\u305f\u6700\u9069\u306a\u6cbb\u7642\u6cd5\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u533b\u7642\u30c7\u30fc\u30bf\u306e\u5fdc\u7528\u4e8b\u4f8b<\/h3><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-margin-top:20px;\"><p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u8a3a\u65ad\u304b\u3089\u6cbb\u7642\u3001\u3055\u3089\u306b\u306f\u96c6\u56e3\u3092\u5bfe\u8c61\u3068\u3059\u308b\u75ab\u5b66\u306a\u3069\u3001\u533b\u7642\u306e\u69d8\u3005\u306a\u5074\u9762\u3067\u6025\u901f\u306b\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u62c5\u3046\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u533b\u7642\u5206\u91ce\u306e\u6a5f\u68b0\u5b66\u7fd2\u306f\u6700\u8fd1\u307e\u3067\u3001\u81ea\u5df1\u5b66\u7fd2\u3068\u7d4c\u9a13\u306b\u57fa\u3065\u304f\u3082\u306e\u304c\u307b\u3068\u3093\u3069\u3067\u3057\u305f\u304c\u3001\u533b\u7642\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u898f\u6a21\u304c\u62e1\u5927\u3057\u3001\u3088\u308a\u5805\u7262\u306bAI\u3092\u5b9f\u88c5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306b\u3064\u308c\u3001\u533b\u7642\u3084\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u6a5f\u68b0\u5b66\u7fd2\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u5e83\u304f\u77e5\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u53f0\u982d\u306f\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u307b\u307c\u5168\u3066\u306e\u5074\u9762\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u3067\u3082\u7279\u306b\u9032\u5316\u3092\u9042\u3052\u308b\u4e09\u3064\u306e\u5206\u91ce\u3068\u3057\u3066\u3001\u76ae\u819a\u75be\u60a3\u306e\u8a3a\u65ad\u3001\u611f\u67d3\u62e1\u5927\u306e\u4e88\u6e2c\u3001\u305d\u3057\u3066\u4eba\u7a2e\u9593\u683c\u5dee\u306e\u6539\u5584\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u533b\u7642\u5206\u91ce\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u6700\u521d\u306e\u6d3b\u7528\u4e8b\u4f8b\u306e\u4e00\u3064\u306f\u3001\u76ae\u819a\u75c5\u5909\u3092\u691c\u51fa\u3057\u3066\u76ae\u819a\u764c\u3092\u8a3a\u65ad\u3059\u308b\u753b\u50cf\u5206\u6790\u3067\u3057\u305f\u3002\u00a0<a href=\"https:\/\/www.thelancet.com\/journals\/lanonc\/article\/PIIS1470-2045(19)30333-X\/fulltext\" target=\"_blank\" rel=\"noopener noreferrer\">2019\u5e74\u306b\u767a\u8868\u3055\u308c\u305f\u7814\u7a76<\/a>\u3067\u306f\u3001\u5c02\u9580\u533b\u5e2b\u306b\u3088\u3063\u3066\u624b\u52d5\u3067\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u65bd\u3055\u308c\u305f1\u4e07\u4ef6\u4ee5\u4e0a\u306e\u753b\u50cf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u304c\u884c\u308f\u308c\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u6700\u3082\u512a\u308c\u305f\u5b66\u7fd2\u6e08\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u3001\u73fe\u5f79\u306e\u533b\u5e2b\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3067\u76ae\u819a\u764c\u306e\u75c5\u5909\u3092\u8a3a\u65ad\u3067\u304d\u305f\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u7814\u7a76\u3067\u5b9f\u969b\u306b\u30c6\u30b9\u30c8\u3055\u308c\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e0a\u4f4d\u4e09\u6a5f\u306f\u3001\u4ee3\u8868\u7684\u306a\u76ae\u819a\u764c\u3067\u3042\u308b\u57fa\u5e95\u7d30\u80de\u764c\u3092\u542b\u3081\u3001\u4e8b\u524d\u306b\u5b9a\u3081\u3089\u308c\u305f\u4e03\u3064\u306e\u75be\u60a3\u3092\u533a\u5225\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u3068\u306f\u3044\u3048\u3001\u5206\u5e03\u5916\u306e\u753b\u50cf\u306b\u5bfe\u3057\u3066\u306f\u5206\u985e\u5668\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u843d\u3061\u308b\u306e\u3067\u3001\u4f9d\u7136\u3068\u3057\u3066\u5c02\u9580\u533b\u5e2b\u306e\u7d4c\u9a13\u304c\u5fc5\u8981\u3060\u3063\u305f\u3053\u3068\u306b\u6ce8\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u3089\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u306b\u304a\u3051\u308b\u4eba\u9593\u3068\u6a5f\u68b0\u306e\u80fd\u529b\u306e\u5dee\u306f\u3001\u3088\u308a\u5e83\u7bc4\u56f2\u306e\u75be\u60a3\u3067\u30e9\u30d9\u30eb\u4ed8\u304d\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306b\u3064\u308c\u3066\u6e1b\u5c11\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u8208\u5473\u6df1\u3044\u306e\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e88\u6e2c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7a4d\u6975\u7684\u306b\u8a3a\u65ad\u306b\u6d3b\u7528\u3057\u3066\u3044\u308b\u8a3a\u7642\u6240\u306f\u591a\u304f\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u539f\u7406\u304c\u533b\u5b66\u90e8\u306e\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u65e5\u5149\u89d2\u5316\u75c7\u3068\u547c\u3070\u308c\u308b\u76ae\u819a\u75be\u60a3\u306f\u3001\u9c57\u72b6\u6591\u3092\u7279\u5fb4\u3068\u3057\u3001\u8a13\u7df4\u3092\u53d7\u3051\u305f\u533b\u5e2b\u3088\u308a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u65b9\u304c\u8a3a\u65ad\u7cbe\u5ea6\u304c\u9ad8\u3044\u75be\u60a3\u306e\u4e00\u3064\u3067\u3059\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30b7\u30df\u305d\u306e\u3082\u306e\u3088\u308a\u30b7\u30df\u306e\u5468\u56f2\u306e\u76ae\u819a\u306b\u901a\u5e38\u4ee5\u4e0a\u306e\u6ce8\u610f\u3092\u6255\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5224\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u53d7\u3051\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u540c\u69d8\u306e\u9818\u57df\u306b\u6ce8\u76ee\u3057\u3066\u8a3a\u65ad\u3059\u308b\u3088\u3046\u306b\u6307\u793a\u3055\u308c\u308b\u3068\u3001\u751f\u5f92\u305f\u3061\u306e\u7cbe\u5ea6\u304c\u4e09\u5206\u306e\u4e00\u4ee5\u4e0a\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u533b\u5e2b\u3068\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c<a href=\"https:\/\/www.nature.com\/articles\/s41591-020-0942-0\" target=\"_blank\" rel=\"noopener noreferrer\">\u5354\u50cd\u3057\u3066\u8a3a\u65ad\u3092\u6700\u9069\u5316<\/a>\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u826f\u3044\u4f8b\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u4e88\u6e2c<\/h3><\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-margin-top:20px;\"><p>\u6a5f\u68b0\u5b66\u7fd2\u306e\u6d3b\u7528\u304c\u5e83\u304c\u308b\u533b\u7642\u696d\u754c\u306e\u3082\u3046\u4e00\u3064\u306e\u5206\u91ce\u306f\u3001\u611f\u67d3\u306e\u62e1\u5927\u3084\u6d41\u884c\u306e\u8ffd\u8de1\u3068\u4e88\u6e2c\u306a\u3069\u3001\u96c6\u56e3\u3092\u5bfe\u8c61\u3068\u3059\u308b\u5065\u5eb7\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u3059\u3002\u6700\u8fd1\u3067\u306f\u3001\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\u611f\u67d3\u75c7\u306b\u95a2\u3059\u308b\u591a\u6570\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u304c\u4e16\u754c\u4e2d\u306e\u516c\u8846\u885b\u751f\u90e8\u9580\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u904e\u53bb\u691c\u8a3c\u3068\u5c06\u6765\u306e\u4e88\u6e2c\u306e\u4e21\u65b9\u306b\u5f79\u7acb\u3066\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u904e\u53bb\u306e\u533b\u7642\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u7814\u7a76\u8005\u304c\u611f\u67d3\u75c7\u306e\u767a\u751f\u5730\uff08\u3057\u3070\u3057\u3070\u30bc\u30ed\u53f7\u60a3\u8005\u3068\u547c\u3070\u308c\u307e\u3059\uff09\u3092\u7279\u5b9a\u3057\u305f\u308a\u3001\u30d2\u30c8\u306e\u9593\u3067\u3069\u306e\u3088\u3046\u306b\u611f\u67d3\u304c\u5e83\u304c\u308b\u304b\u3092\u7406\u89e3\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u611f\u67d3\u306e\u62e1\u5927\u304c\u4eca\u5f8c\u3069\u306e\u3088\u3046\u306b\u7d9a\u304f\u306e\u304b\u3001\u305d\u3057\u3066\u3053\u306e\u611f\u67d3\u75c7\u306b\u5bfe\u3057\u3066\u6700\u3082\u8106\u5f31\u306a\u306e\u306f\u3069\u306e\u96c6\u56e3\u304b\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u306f\u3001\u554f\u984c\u306e\u8907\u96d1\u3055\u3084\u95a2\u9023\u3059\u308b\u5909\u6570\u306e\u591a\u3055\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u529b\u3092\u501f\u308a\u305a\u306b\u89e3\u304f\u306e\u306f\u975e\u5e38\u306b\u56f0\u96e3\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u96c6\u56e3\u3092\u5bfe\u8c61\u3068\u3059\u308b\u5065\u5eb7\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306f\u3001\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\u611f\u67d3\u75c7\u304c\u767a\u751f\u3059\u308b\u305a\u3063\u3068\u524d\u304b\u3089\u884c\u308f\u308c\u3066\u304d\u307e\u3057\u305f\u3002<a href=\"https:\/\/bmcmedicine.biomedcentral.com\/articles\/10.1186\/s12916-019-1389-3\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b8\u30ab\u71b1\u306e\u62e1\u5927\u4e88\u6e2c<\/a>\u306b\u7528\u3044\u3089\u308c\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u653f\u5e9c\u304c\u76e3\u8996\u30ea\u30bd\u30fc\u30b9\u3092\u52b9\u679c\u7684\u306b\u914d\u5206\u3059\u308b\u305f\u3081\u306b\u5f79\u7acb\u3061\u307e\u3057\u305f\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u300112\u9031\u9593\u3068\u3044\u3046\u6bd4\u8f03\u7684\u9577\u3044\u4e88\u6e2c\u671f\u9593\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u306e\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u300185%\u4ee5\u4e0a\u306e\u7cbe\u5ea6\u3067\u611f\u67d3\u75c7\u306e\u5730\u7406\u7684\u306a\u62e1\u5927\u3092\u4e88\u6e2c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>2016\u5e74\u307e\u3067\u9061\u308b\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f<a href=\"https:\/\/www.researchgate.net\/publication\/291084731_Malaria_Outbreak_Prediction_Model_Using_Machine_Learning\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a4\u30f3\u30c9\u3067\u30de\u30e9\u30ea\u30a2\u306e\u611f\u67d3\u62e1\u5927<\/a>\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u3068\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u304a\u304b\u3052\u3067\u3001\u7814\u7a76\u8005\u305f\u3061\u306f\u5929\u5019\u3084\u95a2\u9023\u75c7\u4f8b\u3001<a href=\"https:\/\/transynk.co.jp\/blog\/12-free-demographic-datasets-for-machine-learning\/\">\u793e\u4f1a\u7d4c\u6e08\u7684\u30c7\u30fc\u30bf<\/a>\u306a\u3069\u5e45\u5e83\u3044\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u6700\u592720\u65e5\u524d\u306b\u611f\u67d3\u62e1\u5927\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u4eba\u7a2e\u9593\u683c\u5dee\u306e\u6539\u5584<\/h3><\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-margin-top:20px;\"><p>\u5168\u3066\u306e\u4eba\u304c\u533b\u7642\u30ea\u30bd\u30fc\u30b9\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u914d\u616e\u3059\u308b\u3053\u3068\u306f\u8fd1\u5e74\u3001\u516c\u8846\u885b\u751f\u306b\u304a\u3044\u3066\u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ef\u30b7\u30f3\u30c8\u30f3D.C.\u306e\u30b8\u30e7\u30fc\u30b8\u30ef\u30b7\u30f3\u30c8\u30f3\u5927\u5b66\u30df\u30eb\u30b1\u30f3\u7814\u7a76\u6240\u516c\u8846\u885b\u751f\u5b66\u6821\u306f\u3001\u533b\u7642\u306b\u304a\u3044\u3066\u6839\u5f37\u304f\u6b8b\u308b\u4eba\u7a2e\u9593\u683c\u5dee\u3092\u7406\u89e3\u3057\u3001\u4e88\u6e2c\u3059\u308b\u305f\u3081\u3001\u6700\u8fd1\u3001<a href=\"https:\/\/publichealth.gwu.edu\/content\/researchers-aim-create-machine-learning-method-better-understand-racial-disparities-health\" target=\"_blank\" rel=\"noopener noreferrer\">\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u958b\u767a\u3092\u59cb\u3081\u307e\u3057\u305f\u3002<\/a><\/p>\n<p>\u6b8b\u5ff5\u306a\u3053\u3068\u306b\u3001\u533b\u7642\u683c\u5dee\u304c\u5b58\u5728\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u7279\u5b9a\u306e\u4eba\u7a2e\u3084\u793e\u4f1a\u7d4c\u6e08\u7684\u80cc\u666f\u3092\u6301\u3064\u4eba\u304c\u4ed6\u306e\u4eba\u3068\u540c\u3058\u6c34\u6e96\u306e\u30b1\u30a2\u3092\u53d7\u3051\u3089\u308c\u306a\u304b\u3063\u305f\u308a\u3001\u5168\u304f\u30b1\u30a2\u3092\u53d7\u3051\u3089\u308c\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u81e8\u5e8a\u8a66\u9a13\u3067\u306f\u7279\u5b9a\u306e\u4eba\u7a2e\u3084\u6027\u5225\u3001\u793e\u4f1a\u7d4c\u6e08\u30b0\u30eb\u30fc\u30d7\u304c\u3044\u3064\u3082\u6c7a\u307e\u3063\u3066\u9664\u5916\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u671f\u5f85\u3057\u305f\u307b\u3069\u5e83\u7bc4\u306b\u7d50\u679c\u3092\u9069\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u3001\u3053\u306e\u65b0\u3057\u3044\u7814\u7a76\u3067\u306f\u3001\u5065\u5eb7\u306e\u793e\u4f1a\u7684\u6c7a\u5b9a\u8981\u56e0\u3092\u8abf\u67fb\u3057\u3001\u3069\u306e\u3088\u3046\u306a\u74b0\u5883\u8981\u56e0\u304c\u5065\u5eb7\u30ea\u30b9\u30af\u3084\u7d50\u679c\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u306e\u304b\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30a2\u30d5\u30ea\u30ab\u7cfb\u30a2\u30e1\u30ea\u30ab\u4eba\u304c\u306a\u305c\u764c\u306a\u3069\u306e\u6162\u6027\u75be\u60a3\u3092\u767a\u75c7\u3057\u3084\u3059\u3044\u306e\u304b\u306a\u3069\u3001<a href=\"https:\/\/acsjournals.onlinelibrary.wiley.com\/doi\/full\/10.3322\/caac.21586\" target=\"_blank\" rel=\"noopener noreferrer\">\u9577\u5e74\u306b\u308f\u305f\u308b\u7814\u7a76\u8ab2\u984c<\/a>\u306b\u5bfe\u3059\u308b\u7b54\u3048\u3092\u5c0e\u304f\u52a9\u3051\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6700\u5927\u306e\u969c\u5bb3\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u9069\u5207\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\u3057\u3066\u6574\u7406\u3057\u305f\u30c7\u30fc\u30bf\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u5927\u898f\u6a21\u306a\u5168\u56fd\u7684\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001\u683c\u5dee\u306e\u91cd\u8981\u306a\u6307\u6a19\u3068\u307f\u306a\u3055\u308c\u308b\u3001\u60a3\u8005\u306e\u4eba\u7a2e\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u6b20\u5982\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3068\u3082\u3042\u308c\u3001\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306e\u6700\u521d\u306e\u76ee\u6a19\u306f\u3001\u7c73\u56fd\u3067\u884c\u308f\u308c\u3066\u3044\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u5916\u79d1\u6cbb\u7642\u306e\u4e00\u3064\u3067\u3042\u308b\u95a2\u7bc0\u5168\u7f6e\u63db\u8853\u306b\u95a2\u3059\u308b\u6b7b\u4ea1\u7387\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u51e6\u7f6e\u306f\u9aa8\u7c97\u3057\u3087\u3046\u75c7\u306b\u5bfe\u3059\u308b\u4e00\u822c\u7684\u306a\u6cbb\u7642\u6cd5\u3067\u3042\u308a\u3001\u4eca\u5f8c\u6570\u5e74\u9593\u306b\u308f\u305f\u3063\u3066\u9700\u8981\u304c\u9ad8\u307e\u308b\u3068\u4e88\u60f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u7814\u7a76\u304c\u6210\u529f\u3059\u308c\u3070\u3001\u4ed6\u306e\u4e00\u822c\u7684\u306a\u6cbb\u7642\u6cd5\u306b\u30e2\u30c7\u30eb\u3092\u62e1\u5f35\u3057\u3001\u7d50\u679c\u306b\u5bfe\u3059\u308b\u4eba\u7a2e\u3084\u793e\u4f1a\u7d4c\u6e08\u7684\u8981\u7d20\u306e\u5f71\u97ff\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-11 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u533b\u7642AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-12\" style=\"--awb-margin-top:20px;\"><p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u533b\u7642\u73fe\u5834\u3067\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u307e\u305f\u3001\u305d\u306e\u904e\u7a0b\u3067\u6a5f\u68b0\u5b66\u7fd2\u306f\u3069\u306e\u3088\u3046\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u533b\u7642\u73fe\u5834\u306bAI\u99c6\u52d5\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u3092\u6c7a\u65ad\u3059\u308b\u969b\u3001\u3053\u308c\u3089\u4e8c\u3064\u306e\u554f\u3044\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u691c\u8a0e\u3059\u3079\u304d\u4e8b\u9805\u306f\u3053\u308c\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5c11\u306a\u304f\u3068\u3082\u3055\u3089\u306b\u8abf\u67fb\u3092\u9032\u3081\u308b\u305f\u3081\u306e\u826f\u3044\u51fa\u767a\u70b9\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u308c\u3067\u306f\u3001\u533b\u7642\u306e\u6539\u5584\u306b\u5f79\u7acb\u3064\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u4e09\u3064\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-12 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u7ba1\u7406\u696d\u52d9\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u306e\u533b\u7642AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-13\" style=\"--awb-margin-top:20px;\"><p>\u73fe\u4ee3\u306e\u533b\u7642\u306b\u304a\u3044\u3066\u3001\u7ba1\u7406\u696d\u52d9\u306f\u591a\u304f\u306e\u6642\u9593\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002\u96fb\u5b50\u30ab\u30eb\u30c6\u306f\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u60c5\u5831\u3092\u7d71\u5408\u3059\u308b\u305f\u3081\u306b\u4e00\u5f79\u8cb7\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u533b\u5e2b\u306f\u60a3\u8005\u306e\u8a3a\u5bdf\u3088\u308a\u30c7\u30fc\u30bf\u5165\u529b\u306b\u6642\u9593\u3092\u304b\u3051\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u591a\u304f\u306e\u533b\u7642\u63d0\u4f9b\u8005\u306f\u5404\u7a2e\u8907\u96d1\u306a\u4fdd\u967a\u8acb\u6c42\u3092\u51e6\u7406\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u533b\u7642\u63d0\u4f9b\u8005\u306f\u4ed5\u4e8b\u91cf\u3084\u6642\u9593\u3001\u30b9\u30c8\u30ec\u30b9\u306e\u9593\u3067\u3069\u3046\u306b\u304b\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u3063\u3066\u3044\u308b\u72b6\u614b\u306a\u306e\u3067\u3001\u5f53\u7136\u306e\u3053\u3068\u306a\u304c\u3089\u71c3\u3048\u5c3d\u304d\u75c7\u5019\u7fa4\u306e\u767a\u751f\u7387\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002\u533b\u5e2b\u3084\u30b9\u30bf\u30c3\u30d5\u304c\u30d1\u30bd\u30b3\u30f3\u306b\u5411\u304b\u3046\u6642\u9593\u3082\u9577\u304f\u306a\u308a\u3001\u60a3\u8005\u306e\u8a3a\u5bdf\u306b\u304b\u3051\u308b\u6642\u9593\u304c\u6e1b\u5c11\u3057\u307e\u3059\u3002<\/p>\n<p>\u533b\u7642AI\u306f\u7ba1\u7406\u696d\u52d9\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u3001\u5358\u7d14\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3057\u3001\u7d20\u65e9\u3044\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001<a href=\"https:\/\/transynk.co.jp\/products-services\/text-corpus\/\">\u30c6\u30ad\u30b9\u30c8\u5206\u985e<\/a>\u3068\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u901a\u3058\u3066\u3001\u533b\u5e2b\u304c\u30ab\u30eb\u30c6\u306e\u4e2d\u306e\u7279\u5b9a\u306e\u60c5\u5831\u306b\u7c21\u5358\u304b\u3064\u8fc5\u901f\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u7279\u5b9a\u306e\u75c5\u6c17\u306e\u75c7\u72b6\u3092\u767a\u898b\u3059\u308b\u3088\u3046\u5b66\u7fd2\u3055\u305b\u308c\u3070\u3001\u533b\u5e2b\u306b\u3088\u308b\u65e9\u671f\u8a3a\u65ad\u3092\u52a9\u3051\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-13 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u533b\u5e2b\u5411\u3051\u306e\u533b\u7642AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-14\" style=\"--awb-margin-top:20px;\"><p>\u533b\u7642\u306b\u304a\u3044\u3066AI\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u4eab\u53d7\u3067\u304d\u308b\u5206\u91ce\u306f\u3001\u8fc5\u901f\u304b\u3064\u30b9\u30e0\u30fc\u30ba\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u533b\u7642\u7528\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u3088\u3063\u3066\u3001\u533b\u5e2b\u306f\u5e83\u7bc4\u306a\u60c5\u5831\u3084\u5206\u6790\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u306e\u3067\u3001\u3088\u308a\u9069\u5207\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u4e00\u4f8b\u304cSafedrugBot\u3067\u3059\u3002\u3053\u306e\u533b\u7642\u7528\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u6388\u4e73\u4e2d\u306e\u5973\u6027\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u85ac\u3084\u63a8\u5968\u3055\u308c\u308b\u670d\u7528\u91cf\u3001\u53ef\u80fd\u306a\u4ee3\u66ff\u54c1\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u533b\u5e2b\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u533b\u7642\u7528AI\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u52a9\u3051\u3092\u501f\u308a\u3066\u3001\u30dd\u30a4\u30f3\u30c8\u30aa\u30d6\u30b1\u30a2\u3067\u533b\u5e2b\u306b\u60a3\u8005\u306e\u60c5\u5831\u3078\u306e\u7d20\u65e9\u3044\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u533b\u5e2b\u304c\u5177\u4f53\u7684\u306a\u60c5\u5831\u3092\u5f97\u308b\u305f\u3081\u306b\u30d1\u30bd\u30b3\u30f3\u3067\u9577\u6642\u9593\u4f5c\u696d\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u306e\u3067\u3059\u3002\u7279\u5b9a\u306e\u85ac\u304c\u6700\u521d\u306b\u6295\u85ac\u3055\u308c\u305f\u65e5\u4ed8\u3084\u4e88\u9632\u63a5\u7a2e\u8a18\u9332\u306a\u3069\u306e\u95a2\u9023\u60c5\u5831\u3092\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u5c0b\u306d\u308c\u3070\u3088\u3044\u3060\u3051\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u3053\u308c\u3089\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u901a\u3058\u305f\u533b\u7642\u306b\u304a\u3051\u308bAI\u306e\u5f71\u97ff\u306f\u5e83\u7bc4\u56f2\u306b\u53ca\u3073\u3001\u5c0f\u3055\u306a\u75c5\u9662\u3084\u5730\u65b9\u306e\u75c5\u9662\u304c\u7279\u5b9a\u306e\u60c5\u5831\u3084\u3088\u308a\u5305\u62ec\u7684\u306a\u7814\u7a76\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-14 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u60a3\u8005\u5411\u3051\u306e\u533b\u7642AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-15\" style=\"--awb-margin-top:20px;\"><p>\u30a6\u30a7\u30a2\u30e9\u30d6\u30ebAI\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30a2\u30d7\u30ea\u306e\u51fa\u73fe\u306b\u3088\u308a\u3001\u7d71\u5408\u578b\u533b\u7642\u7528\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u3088\u308a\u6b63\u78ba\u306a\u81ea\u5df1\u8a3a\u65ad\u3001\u6700\u5bc4\u308a\u306e\u65bd\u8a2d\u306e\u691c\u7d22\u3001\u8a3a\u5bdf\u4e88\u7d04\u3001\u670d\u85ac\u30ea\u30de\u30a4\u30f3\u30c0\u30fc\u306a\u3069\u3067\u60a3\u8005\u3092\u52a9\u3051\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/web.archive.org\/web\/20210413231550\/https:\/\/gyant.com\/\" target=\"_blank\" rel=\"noopener\">Gyant<\/a>\u793e\u306a\u3069\u3067\u306f\u3001\u60a3\u8005\u304c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u901a\u4fe1\u3057\u3066\u533b\u5e2b\u304b\u3089\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u8a3a\u65ad\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u308b\u5bfe\u8a71\u30c7\u30fc\u30bf\u306f\u3001\u904e\u53bb\u306e\u30ab\u30eb\u30c6\u3084\u8a3a\u65ad\u3001\u3088\u304f\u3042\u308b\u8cea\u554f\u3068\u305d\u308c\u306b\u5bfe\u3059\u308b\u4e00\u822c\u7684\u306a\u56de\u7b54\u306a\u3069\u5e83\u7bc4\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3057\u3066\u5b66\u7fd2\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u60a3\u8005\u306e\u5165\u529b\u306b\u5bfe\u3057\u3066\u7684\u3092\u5c04\u305f\u8cea\u554f\u3092\u3057\u305f\u308a\u3001\u9069\u5207\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u75c5\u6c17\u306e\u75c7\u72b6\u3084\u85ac\u3001\u75c5\u9662\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306a\u3069\u69d8\u3005\u306a\u4f1a\u8a71\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u533b\u7642\u7528\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308c\u3070\u3001\u3088\u308a\u9069\u5207\u306b\u60a3\u8005\u3092\u76e3\u8996\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u8eab\u306e\u5065\u5eb7\u306b\u5bfe\u3059\u308b\u60a3\u8005\u306e\u610f\u8b58\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-15 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u533b\u7642AI\u3092\u9069\u7528\u3059\u308b\u969b\u306e\u5371\u967a\u6027<\/h3><\/div><div class=\"fusion-text fusion-text-16\" style=\"--awb-margin-top:20px;\"><p>\u533b\u7642\u3067\u6a5f\u68b0\u5b66\u7fd2\u304c\u307e\u3059\u307e\u3059\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u660e\u3089\u304b\u3067\u3059\u3002\u3068\u306f\u3044\u3048\u3001\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u305d\u306e\u8907\u96d1\u6027\u306b\u6ce8\u610f\u3092\u6255\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u8003\u616e\u3059\u3079\u304d\u306f\u3001\u5f53\u7136\u306e\u3053\u3068\u306a\u304c\u3089\u3001\u533b\u7642\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3067\u3059\u3002\u300c\u7c73\u56fd\u306b\u304a\u3051\u308b\u533b\u7642\u4fdd\u967a\u306e\u76f8\u4e92\u904b\u7528\u6027\u3068\u8aac\u660e\u8cac\u4efb\u306b\u95a2\u3059\u308b\u6cd5\u5f8b\uff08HIPAA\uff09\u300d\u306e\u4e0b\u3067\u306f\u3001\u5171\u6709\u3067\u304d\u308b\u533b\u7642\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3068\u30c7\u30fc\u30bf\u306e\u533f\u540d\u5316\u306b\u3064\u3044\u3066\u53b3\u5bc6\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u304c\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u7814\u7a76\u306e\u9069\u7528\u7bc4\u56f2\u304c\u5236\u9650\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8a3a\u65ad\u306b\u306f\u307e\u3060\u8aa4\u308a\u304c\u591a\u3044\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u904e\u5ea6\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u306f\u614e\u307e\u306a\u3051\u3089\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u76ae\u819a\u764c\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u305f\u4e88\u5099\u6bb5\u968e\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e00\u3064\u3067\u306f\u3001\u4e0d\u6b63\u78ba\u306a\u3001\u3042\u308b\u3044\u306f\u60aa\u610f\u3092\u6301\u3063\u3066\u64cd\u4f5c\u3057\u305f\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5b66\u7fd2\u3055\u305b\u308b\u3068\u3001<a href=\"https:\/\/doi.org\/10.1126%2Fscience.aaw4399\" target=\"_blank\" rel=\"noopener noreferrer\">\u5b8c\u5168\u306a\u8aa4\u8a3a<\/a>\u304c\u8d77\u3053\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u6b8b\u5ff5\u306a\u3053\u3068\u306b\u3001\u3053\u306e\u3088\u3046\u306b\u4e0d\u6b63\u306b\u5229\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u533b\u7642\u30c1\u30fc\u30e0\u3084\u60a3\u8005\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f34\u3046\u5371\u967a\u6027\u306b\u3064\u3044\u3066\u6ce8\u610f\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u30ea\u30b9\u30af\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001<a href=\"https:\/\/www.csail.mit.edu\/news\/ai-systems-work-wdoctors-and-know-when-step\" target=\"_blank\" rel=\"noopener noreferrer\">\u4eba\u9593\u306e\u5c02\u9580\u5bb6\u306b\u5224\u65ad\u3092\u59d4\u306d\u308b<\/a>\u30c1\u30a7\u30c3\u30af\u30a2\u30f3\u30c9\u30d0\u30e9\u30f3\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u5185\u8535\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u73fe\u308c\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u3001\u4eba\u9593\u3068AI\u3092\u878d\u5408\u3057\u305f\u8a3a\u7642\u30c4\u30fc\u30eb\u306f\u3001\u3069\u3061\u3089\u304b\u7247\u65b9\u3092\u5229\u7528\u3059\u308b\u3088\u308a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u304a\u305d\u3089\u304f\u533b\u7642\u306e\u672a\u6765\u306f\u3001\u8a13\u7df4\u3068\u7d4c\u9a13\u3092\u7a4d\u3093\u3060\u4eba\u9593\u306e\u5c02\u9580\u5bb6\u3068\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e88\u6e2c\u80fd\u529b\u3092\u7d71\u5408\u3057\u305f\u3082\u306e\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-16 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u751f\u547d\u79d1\u5b66\u3001\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u304a\u63a2\u3057\u3067\u3059\u304b<\/h3><\/div><div class=\"fusion-text fusion-text-17\" style=\"--awb-margin-top:20px;\"><p>\u304a\u63a2\u3057\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5834\u5408\u306f\u3001\u5f53\u793e\u304c\u4f5c\u6210\u3084\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3044\u305f\u3057\u307e\u3059\u3002\u9867\u5ba2\u4f01\u696d\u4e2d\u5fc3\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u7528\u3044\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u3084\u8a55\u4fa1\u30fb\u691c\u8a3c\u30b5\u30fc\u30d3\u30b9\u306e\u63d0\u4f9b\u3092\u884c\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u8cb4\u793e\u306e\u533b\u7642AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u306a\u6559\u5e2b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u307e\u305a\u306f\u8cb4\u793e\u306e\u30cb\u30fc\u30ba\u3068\u4e88\u7b97\u3092\u5341\u5206\u7406\u89e3\u3055\u305b\u3066\u3044\u305f\u3060\u304f\u3088\u3046\u3001\u5fc3\u304c\u3051\u307e\u3059\u3002\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3084\u3054\u76f8\u8ac7\u306f\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;margin-bottom:40px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-color4);border-color:var(--awb-color4);border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u6295\u4fe1\u60c5\u5831\u3001\u691c\u67fb\u7d50\u679c\u3001\u753b\u50cf\u8a18\u9332\u3001\u51e6\u65b9\u8a18\u9332\u3001\u7a2e\u305a\u3064\u8a18\u9332\u306a\u3069\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u60a3\u8005\u306e\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u3092\u3044\u3044\u307e\u3059\u3002\u672c\u7a3f\u3067\u306f\u751f\u547d\u79d1\u5b66\u3068\u533b\u7642AI\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"featured_media":4781,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","categories":[35],"tags":[],"class_list":["post-4780","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-datasets"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081 - AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e<\/title>\n<meta name=\"description\" content=\"\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u6295\u4fe1\u60c5\u5831\u3001\u691c\u67fb\u7d50\u679c\u3001\u753b\u50cf\u8a18\u9332\u3001\u51e6\u65b9\u8a18\u9332\u3001\u7a2e\u305a\u3064\u8a18\u9332\u306a\u3069\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u60a3\u8005\u306e\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u3092\u3044\u3044\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081 - AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e\" \/>\n<meta property=\"og:description\" content=\"\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u6295\u4fe1\u60c5\u5831\u3001\u691c\u67fb\u7d50\u679c\u3001\u753b\u50cf\u8a18\u9332\u3001\u51e6\u65b9\u8a18\u9332\u3001\u7a2e\u305a\u3064\u8a18\u9332\u306a\u3069\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u60a3\u8005\u306e\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u3092\u3044\u3044\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/TranSynk\/\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-23T14:48:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/life-sciences-medical-datasets.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1368\" \/>\n\t<meta property=\"og:image:height\" content=\"632\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@TranSynk\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"19 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/blog\\\/18-free-life-sciences-medical-datasets-for-machine-learning\\\/\",\"url\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/blog\\\/18-free-life-sciences-medical-datasets-for-machine-learning\\\/\",\"name\":\"\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081 - AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/blog\\\/18-free-life-sciences-medical-datasets-for-machine-learning\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/blog\\\/18-free-life-sciences-medical-datasets-for-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/transynk.co.jp\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/life-sciences-medical-datasets.jpg?fit=1368%2C632&ssl=1\",\"datePublished\":\"2020-12-15T14:00:32+00:00\",\"dateModified\":\"2024-10-23T14:48:50+00:00\",\"description\":\"\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u6295\u4fe1\u60c5\u5831\u3001\u691c\u67fb\u7d50\u679c\u3001\u753b\u50cf\u8a18\u9332\u3001\u51e6\u65b9\u8a18\u9332\u3001\u7a2e\u305a\u3064\u8a18\u9332\u306a\u3069\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u60a3\u8005\u306e\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u3092\u3044\u3044\u307e\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/blog\\\/18-free-life-sciences-medical-datasets-for-machine-learning\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/transynk.co.jp\\\/en\\\/blog\\\/18-free-life-sciences-medical-datasets-for-machine-learning\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/blog\\\/18-free-life-sciences-medical-datasets-for-machine-learning\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/transynk.co.jp\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/life-sciences-medical-datasets.jpg?fit=1368%2C632&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/transynk.co.jp\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/life-sciences-medical-datasets.jpg?fit=1368%2C632&ssl=1\",\"width\":1368,\"height\":632},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/blog\\\/18-free-life-sciences-medical-datasets-for-machine-learning\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/\",\"name\":\"AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e\",\"description\":\"TranSynk\u306f\u69d8\u3005\u306a\u591a\u8a00\u8a9e\u97f3\u58f0\u3068\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u3054\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306b\u306f\u97f3\u58f0\u30c7\u30fc\u30bf\u306e\u307b\u304b\u3001\u66f8\u304d\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u97f3\u58f0\u8a8d\u8b58\u6280\u8853\u306e\u958b\u767a\u306b\u3054\u6d3b\u7528\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u306e\u3054\u8981\u671b\u3082\u627f\u308a\u307e\u3059\u3002\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/transynk.co.jp\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081 - AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e","description":"\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u6295\u4fe1\u60c5\u5831\u3001\u691c\u67fb\u7d50\u679c\u3001\u753b\u50cf\u8a18\u9332\u3001\u51e6\u65b9\u8a18\u9332\u3001\u7a2e\u305a\u3064\u8a18\u9332\u306a\u3069\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u60a3\u8005\u306e\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u3092\u3044\u3044\u307e\u3059\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:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/","og_locale":"en_US","og_type":"article","og_title":"\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081 - AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e","og_description":"\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u6295\u4fe1\u60c5\u5831\u3001\u691c\u67fb\u7d50\u679c\u3001\u753b\u50cf\u8a18\u9332\u3001\u51e6\u65b9\u8a18\u9332\u3001\u7a2e\u305a\u3064\u8a18\u9332\u306a\u3069\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u60a3\u8005\u306e\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u3092\u3044\u3044\u307e\u3059\u3002","og_url":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/","og_site_name":"AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e","article_publisher":"https:\/\/www.facebook.com\/TranSynk\/","article_modified_time":"2024-10-23T14:48:50+00:00","og_image":[{"width":1368,"height":632,"url":"https:\/\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/life-sciences-medical-datasets.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@TranSynk","twitter_misc":{"Est. reading time":"19 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/","url":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/","name":"\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081 - AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e","isPartOf":{"@id":"https:\/\/transynk.co.jp\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/#primaryimage"},"image":{"@id":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/life-sciences-medical-datasets.jpg?fit=1368%2C632&ssl=1","datePublished":"2020-12-15T14:00:32+00:00","dateModified":"2024-10-23T14:48:50+00:00","description":"\u533b\u7642\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u6295\u4fe1\u60c5\u5831\u3001\u691c\u67fb\u7d50\u679c\u3001\u753b\u50cf\u8a18\u9332\u3001\u51e6\u65b9\u8a18\u9332\u3001\u7a2e\u305a\u3064\u8a18\u9332\u306a\u3069\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u60a3\u8005\u306e\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u3092\u3044\u3044\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/#primaryimage","url":"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/life-sciences-medical-datasets.jpg?fit=1368%2C632&ssl=1","contentUrl":"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2024\/04\/life-sciences-medical-datasets.jpg?fit=1368%2C632&ssl=1","width":1368,"height":632},{"@type":"BreadcrumbList","@id":"https:\/\/transynk.co.jp\/en\/blog\/18-free-life-sciences-medical-datasets-for-machine-learning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/transynk.co.jp\/en\/"},{"@type":"ListItem","position":2,"name":"\u301018\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u533b\u7642\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081"}]},{"@type":"WebSite","@id":"https:\/\/transynk.co.jp\/en\/#website","url":"https:\/\/transynk.co.jp\/en\/","name":"AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e","description":"TranSynk\u306f\u69d8\u3005\u306a\u591a\u8a00\u8a9e\u97f3\u58f0\u3068\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u3054\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306b\u306f\u97f3\u58f0\u30c7\u30fc\u30bf\u306e\u307b\u304b\u3001\u66f8\u304d\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u97f3\u58f0\u8a8d\u8b58\u6280\u8853\u306e\u958b\u767a\u306b\u3054\u6d3b\u7528\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u306e\u3054\u8981\u671b\u3082\u627f\u308a\u307e\u3059\u3002","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/transynk.co.jp\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/transynk.co.jp\/en\/wp-json\/wp\/v2\/blog\/4780","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/transynk.co.jp\/en\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/transynk.co.jp\/en\/wp-json\/wp\/v2\/types\/blog"}],"replies":[{"embeddable":true,"href":"https:\/\/transynk.co.jp\/en\/wp-json\/wp\/v2\/comments?post=4780"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/transynk.co.jp\/en\/wp-json\/wp\/v2\/media\/4781"}],"wp:attachment":[{"href":"https:\/\/transynk.co.jp\/en\/wp-json\/wp\/v2\/media?parent=4780"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/transynk.co.jp\/en\/wp-json\/wp\/v2\/categories?post=4780"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/transynk.co.jp\/en\/wp-json\/wp\/v2\/tags?post=4780"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}