{"id":6943,"date":"2023-03-03T10:26:21","date_gmt":"2023-03-03T03:26:21","guid":{"rendered":"https:\/\/www.briswell-vn.com\/?p=6943"},"modified":"2023-03-30T10:30:49","modified_gmt":"2023-03-30T03:30:49","slug":"hackathon-team3","status":"publish","type":"post","link":"https:\/\/www.briswell-vn.com\/ja\/news\/hackathon-team3\/","title":{"rendered":"[Hackathon] Easy Medicine \u30a2\u30d7\u30ea\u306e\u7d39\u4ecb &#8211; Team Healthy Healthier"},"content":{"rendered":"<p>\u73fe\u5728\u3001\u65e5\u5e38\u751f\u6d3b\u306e\u52d5\u4f5c\u3092\u3088\u308a\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u52b9\u7387\u7684\u306b\u3059\u308b\u305f\u3081\u306b\u591a\u304f\u306e\u30a2\u30d7\u30ea\u304c\u4f5c\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u8272\u3005\u306a\u30a2\u30d7\u30ea\u306e\u4e2d\u3067\u6700\u3082\u7af6\u4e89\u529b\u306e\u3042\u308b\u6a5f\u80fd\u306e 1 \u3064\u306f\u81ea\u52d5\u5316\u3067\u3059\u3002\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u4eba\u9593\u306f\u6700\u5c0f\u9650\u306e\u52d5\u4f5c\u306e\u307f\u3092\u884c\u3044\u3001\u6b8b\u308a\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4efb\u305b\u307e\u3059\u3002\u4eba\u5de5\u77e5\u80fd &#8211; AI \u304c\u666e\u53ca\u3057\u3066\u304b\u3089\u3001\u3053\u308c\u3089\u306e\u52d5\u4f5c\u306e\u81ea\u52d5\u5316\u304c\u3088\u308a\u53ef\u80fd\u306b\u306a\u308a\u3001\u540c\u6642\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u591a\u304f\u306e\u65b0\u6a5f\u80fd\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u307e\u3059\u3002EasyMedicine \u3082 AI \u30c6\u30af\u30ce\u30ed\u30b8\u306b\u57fa\u3065\u3044\u3066\u4f5c\u6210\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308a\u3001\u670d\u7528\u7ba1\u7406\u306e\u81ea\u52d5\u5316\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p><strong>\u76ee\u6b21<\/strong><\/p>\n<ol>\n<li><a href=\"#section-1\">EasyMedicine \u306f\u3069\u306e\u3088\u3046\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u304b?<\/a><\/li>\n<li><a href=\"#section-2\">AI \u306f\u3069\u306e\u3088\u3046\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u304b?<\/a><\/li>\n<li><a href=\"#section-3\">Google Cloud Vision API\u306e\u7d39\u4ecb<\/a><\/li>\n<li><a href=\"#section-4\">AWS Comprehend Medical\u306e\u7d39\u4ecb<\/a><\/li>\n<li><a href=\"#section-5\">\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u6210<\/a><\/li>\n<li><a href=\"#section-6\">\u30a2\u30d7\u30ea\u306e\u30c7\u30e2<\/a><\/li>\n<li><a href=\"#section-7\">\u5c06\u6765\u306b\u958b\u767a\u3057\u305f\u3044\u6a5f\u80fd<\/a><\/li>\n<li><a href=\"#section-8\">\u4eca\u5ea6\u306e\u6b20\u70b9<\/a><\/li>\n<li><a href=\"#section-9\">\u6700\u5f8c\u306e\u8a00\u8449<\/a><\/li>\n<li><a href=\"#section-10\">\u53c2\u8003\u5143<\/a><\/li>\n<\/ol>\n<h3 id=\"section-1\">#1. EasyMedicine \u306f\u3069\u306e\u3088\u3046\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u304b?<\/h3>\n<p>\u3042\u306a\u305f\u304c\u5065\u5eb7\u306a\u4eba\u306a\u3089\u3001\u306a\u305c\u670d\u7528\u7ba1\u7406\u30a2\u30d7\u30ea\u304c\u5fc5\u8981\u306a\u306e\u304b\u7d0d\u5f97\u3067\u304d\u3066\u3044\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u3042\u306a\u305f\u304c\u3055\u307e\u3056\u307e\u306a\u75c5\u6c17\u306b\u82e6\u3057\u3093\u3067\u3044\u308b\u72b6\u6cc1\u306b\u306a\u308b\u3053\u3068\u3092\u8003\u3048\u305f\u3089\u3001\u670d\u7528\u3092\u3046\u307e\u304f\u7ba1\u7406\u3057\u3001\u3088\u304f\u6642\u9593\u901a\u308a\u306b\u85ac\u3092\u98f2\u3080\u3053\u3068\u304c\u3067\u304d\u305f\u3068\u3057\u3066\u3082\u3001\u305d\u308c\u306f\u304b\u306a\u308a\u96e3\u3057\u3044\u3053\u3068\u3068\u8a00\u3048\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u4e00\u65b9\u3067\u3001\u305d\u308c\u306f\u30a2\u30d7\u30ea\u3067\u5b8c\u5168\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u308b\u305f\u3081\u3001\u670d\u7528\u306e\u6642\u9593\u3092\u6c17\u306b\u305b\u305a\u3001\u4ed5\u4e8b\u306a\u3069\u306e\u4ed6\u306e\u3053\u3068\u306b\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002\u554f\u984c\u3092\u660e\u78ba\u306b\u5f37\u8abf\u3059\u308b\u7279\u5b9a\u306e\u72b6\u6cc1\u306e\u4f8b\u3092\u3042\u3052\u307e\u3057\u3087\u3046\u3002\u4f8b\u3048\u3070\u3001\u75c5\u6c17\u306b\u306a\u3063\u3066\u3044\u308b\u5bb6\u65cf\u306e\u30e1\u30f3\u30d0\u30fc\u306e\u4e16\u8a71\u3092\u3057\u3066\u3044\u308b\u79c1\u305f\u3061\u306e\u304a\u6bcd\u3055\u3093\u3067\u3059\u3002\u3082\u3057\u3001\u304a\u6bcd\u3055\u3093\u304c\u30a2\u30d7\u30ea\u3092\u4f7f\u3048\u3070\u7c21\u5358\u306b\u670d\u7528\u6642\u9593\u3092\u7ba1\u7406\u3057\u3066\u5bb6\u65cf\u306e\u4e16\u8a71\u3092\u3059\u308b\u3053\u3068\u304c\u3046\u307e\u304f\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u307e\u305f\u3001\u79c1\u305f\u3061\u306f\u85ac\u3092\u98f2\u3080\u306e\u3092\u5fd8\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u75c5\u6c17\u304c\u56de\u5fa9\u3057\u3066\u3044\u308b\u3068\u304d\u306f\u3001\u85ac\u3092\u98f2\u307e\u306a\u304f\u3066\u3082\u3044\u3044\u3068\u3044\u3046\u6c17\u6301\u3061\u3082\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u79c1\u305f\u3061\u306e\u5065\u5eb7\u306b\u60aa\u5f71\u97ff\u3092\u53ca\u307c\u3059\u6050\u308c\u306b\u3064\u306a\u304c\u308a\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u6b21\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\uff1a<\/p>\n<ul>\n<li>\u2022 \u4eca\u65e5\u306f\u4f55\u6642\u306b\u85ac\u3092\u3001\u3069\u306e\u85ac\u3092\u3001\u3069\u308c\u304f\u3089\u3044\u85ac\u3092\u98f2\u3080\u3079\u304d\u3067\u3059\u304b\uff1f<\/li>\n<li>\u2022 \u85ac\u306e\u98f2\u307f\u5fd8\u308c\u3092\u9632\u3050\u306b\u306f\u4f55\u304b\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u304b\uff1f\u85ac\u306e\u670d\u7528\u3092\u30ea\u30de\u30a4\u30f3\u30c9\u3059\u308b\u30c4\u30fc\u30eb\u306f\u3042\u308a\u307e\u3059\u304b?<\/li>\n<li>\u2022 \u4eca\u65e5\u670d\u7528\u3057\u305f\u3001\u670d\u7528\u3057\u3066\u3044\u306a\u3044\u3001\u307e\u305f\u306f\u670d\u7528\u3059\u308b\u306e\u3092\u5fd8\u308c\u305f\u85ac\u304c\u3042\u308a\u307e\u3059\u304b?<\/li>\n<li>\u2022 \u3069\u306e\u304f\u3089\u3044\u306e\u671f\u9593\u85ac\u3092\u670d\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u3042\u3068\u4f55\u9320\u3092\u98f2\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304b?<\/li>\n<li>\u2022 \u85ac\u306e\u60c5\u5831\u3092\u5f8c\u3067\u8abf\u3079\u3066\u518d\u5229\u7528\u3057\u305f\u3044\u5834\u5408\u3001\u85ac\u306e\u60c5\u5831\u3092\u4fdd\u5b58\u3059\u308b\u30c4\u30fc\u30eb\u306f\u3042\u308a\u307e\u3059\u304b?<\/li>\n<\/ul>\n<p>\u4ee5\u4e0a\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3057\u305f\u3044\u304b\u3089\u3001EasyMedicine \u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"section-2\">#2. AI \u306f\u3069\u306e\u3088\u3046\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u304b?<\/h3>\n<p>\u4ee5\u4e0a\u306e\u5206\u6790\u3055\u308c\u305f\u554f\u984c\u306b\u57fa\u3065\u3044\u3066\u3001\u6642\u9593\u901a\u308a\u306b\u85ac\u3092\u98f2\u3080\u3088\u3046\u306b\u76e3\u8996\u304a\u3088\u3073\u30ea\u30de\u30a4\u30f3\u30c9\u3059\u308b\u306a\u3069\u3001\u670d\u7528\u3092\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b8c\u5168\u306b\u60f3\u50cf\u3067\u304d\u307e\u3057\u305f\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>\u305d\u3057\u3066\u3001\u3059\u3079\u3066\u306e\u52d5\u4f5c\u3092\u3067\u304d\u308b\u3060\u3051\u7c21\u5358\u304b\u3064\u8fc5\u901f\u306b\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3044\u304f\u3064\u304b\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u81ea\u52d5\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u306f\u3001\u670d\u7528\u3059\u308b\u85ac\u306e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u3001\u305d\u308c\u3089\u3092\u670d\u7528\u3059\u308b\u30ea\u30de\u30a4\u30f3\u30c9\u6642\u9593\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u51e6\u65b9\u7b8b\u306e\u5199\u771f\u3092\u64ae\u308b\u3068\u3001\u51e6\u65b9\u7b8b\u304c\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u3001\u670d\u7528\u3059\u308b\u85ac\u306e\u30ea\u30b9\u30c8 (\u7279\u5b9a\u306e\u6295\u4e0e\u91cf\u60c5\u5831\u3082\u542b\u307e\u308c\u308b) \u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u540c\u6642\u306b\u3001\u85ac\u3092\u670d\u7528\u3059\u308b\u305f\u3081\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3082\u81ea\u52d5\u7684\u306b\u7acb\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u30011\u56de\u306e\u5199\u771f\u3092\u64ae\u308b\u64cd\u4f5c\u3067\u3059\u3079\u3066\u306e\u3053\u3068\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u305d\u308c\u3092\u53ef\u80fd\u306b\u3059\u308b\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\uff1a<\/p>\n<ul>\n<li><strong>\u2022 Computer Vision:<\/strong> \uff08\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\uff09\u30d5\u30ec\u30fc\u30e0\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u62bd\u51fa\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b AI \u30c6\u30af\u30ce\u30ed\u30b8\u3067\u3059\u3002\u3053\u306e\u5834\u5408\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u64ae\u5f71\u3057\u305f\u753b\u50cf\u304b\u3089\u51e6\u65b9\u7b8b\u306e\u751f\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u62bd\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 Google Cloud Vision API \u306f\u3001\u3053\u308c\u306b\u4f7f\u7528\u3055\u308c\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/li>\n<li><strong>\u2022 Natural Language Processing:<\/strong> \u4eba\u5de5\u77e5\u80fd\u306e\u5206\u91ce\u3068\u3057\u3066\u3001\u3053\u306e\u6280\u8853\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u304c\u30c6\u30ad\u30b9\u30c8 \u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8003\u3048\u3066\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u591a\u304f\u306e\u62bd\u8c61\u7684\u306a (\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u306a\u3044) \u30c7\u30fc\u30bf\u306b\u95a2\u9023\u3059\u308b\u305f\u3081\u3001\u96e3\u3057\u3044\u4f5c\u696d\u3067\u3059\u3002 AI\u51e6\u7406\u304c\u5fc5\u8981\u306a\u4e3b\u306a\u5bfe\u8c61\u306f\u51e6\u65b9\u7b8b\u3060\u304b\u3089\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9078\u629e\u3057\u305f AI \u306f\u533b\u7642\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001AWS Comprehend Medical \u306f\u3053\u306e\u5834\u5408\u306b\u9069\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/li>\n<\/ul>\n<h3 id=\"section-3\">#3. Google Cloud Vision API\u306e\u7d39\u4ecb<\/h3>\n<p>\u3053\u308c\u306fGoogle \u304c\u63d0\u4f9b\u3059\u308b API \u3067\u3059\u3002\u305d\u306e\u5229\u70b9\u306f\u3001\u9ad8\u3044\u51e6\u7406\u901f\u5ea6\u3068\u7cbe\u5ea6\u3001\u4f7f\u3044\u3084\u3059\u3055\u304c\u3042\u308a\u3001\u81a8\u5927\u306a\u91cf\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u3067\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\u3002\u753b\u50cf\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u3092\u62bd\u51fa\u3059\u308b\u6a5f\u80fd\u306b\u3064\u3044\u3066\u306f\u3001\u30bf\u30a4\u30d7\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3068\u624b\u66f8\u304d\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u4e21\u65b9\u3092\u51e6\u7406\u3067\u304d\u3001\u3055\u307e\u3056\u307e\u306a\u8a00\u8a9e\u3067\u3046\u307e\u304f\u4f7f\u3048\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/cloud.google.com\/static\/vision\/docs\/images\/sign_text.png\" \/><\/p>\n<p>Google \u304c\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u30db\u30b9\u30c8\u3059\u308b\u5730\u57df\uff1a<\/p>\n<ul>\n<li>\u2022 <code>us<\/code>: \u30a2\u30e1\u30ea\u30ab\u306e\u307f<\/li>\n<li>\u2022 <code>eu<\/code>: \u6b27\u5dde\u9023\u5408<\/li>\n<\/ul>\n<p>\u30b5\u30fc\u30d3\u30b9 \u30e1\u30f3\u30c6\u30ca\u30f3\u30b9 \u30b3\u30b9\u30c8 (<a href=\"https:\/\/cloud.google.com\/vision\/pricing\">Pricing &#8211; Cloud Vision API<\/a>):<\/p>\n<ul>\n<li>\u2022 Google \u306f\u3001\u51e6\u7406\u3055\u308c\u305f\u753b\u50cf\u306e\u6570\u306b\u57fa\u3065\u3044\u3066\u6708\u984d\u8cbb\u7528\u3092\u8acb\u6c42\u3057\u307e\u3059\u3002 1\u679a\u306e\u753b\u50cf\u30921\u679a\u3068\u3057\u3066\u30ab\u30a6\u30f3\u30c8\u3057\u307e\u3059\u3002<\/li>\n<li>\u2022 \u5358\u4f4d\u6570\u306b\u3088\u308a\u8cbb\u7528\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001EasyMedicine \u30a2\u30d7\u30ea\u306b\u5bfe\u3057\u3066\u306f\u30015,000,000 \u5358\u4f4d\u672a\u6e80\u3067\u6271\u3044\u307e\u3059\u3002\u3053\u306e\u3050\u3089\u3044\u3067\u306f\u30011000 \u5358\u4f4d\u3042\u305f\u308a 1.5 USD\u306e\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/li>\n<li>\u2022 \u305f\u3068\u3048\u3070\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u6bce\u6708 10000 \u679a\u306e\u753b\u50cf\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u300115 USD\u306e\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>1.5USD\/1000\u5358\u4f4d\u306e\u8cbb\u7528\u3067\u3001\u304b\u306a\u308a\u9ad8\u3044\u3068\u8a00\u3048\u307e\u3059\u3002\u5c06\u6765\u3001\u3088\u308a\u826f\u3044\u4fa1\u683c\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u898b\u3064\u304b\u308b\u3053\u3068\u3092\u9858\u3063\u3066\u3044\u307e\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u304c\u5225\u306e\u5730\u57df\u306b\u3042\u308a\u3001\u8cbb\u7528\u304c\u5b89\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-4\">#4. AWS Comprehend Medical\u306e\u7d39\u4ecb<\/h3>\n<p>\u3053\u306e API \u306f\u3001AWS (Amazon Web Service) NLP (\u81ea\u7136\u8a00\u8a9e\u51e6\u7406) \u306e AI \u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u5165\u529b\u3057\u3066\u3001\u62bd\u51fa\u3055\u308c\u305f\u533b\u7642\u95a2\u9023\u60c5\u5831\u3092\u8fd4\u3057\u307e\u3059\u3002\u5927\u91cf\u306e\u533b\u7642\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u4f5c\u6210\u3055\u308c\u305f\u305f\u3081\u3001\u975e\u5e38\u306b\u9ad8\u3044\u7cbe\u5ea6\u306e\u7d50\u679c\u3092\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u5065\u5eb7\u306b\u76f4\u63a5\u5f71\u97ff\u3059\u308b\u305f\u3081\u3001\u9ad8\u3044\u7cbe\u5ea6\u306e\u7d50\u679c\u3068\u3044\u3046\u306e\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u8981\u7d20\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002 \u3053\u308c\u306fAWS \u306e\u30b5\u30fc\u30d3\u30b9\u306e\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u304c\u914d\u7f6e\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306f\u591a\u6570\u3042\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u5fdc\u7b54\u901f\u5ea6\u3082\u975e\u5e38\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2018\/11\/27\/medicalcomprehend_updated.png\" alt=\"Amazon Comprehend Medical \u2013 Natural Language Processing for Healthcare Customers | AWS News Blog\" width=\"646\" height=\"320\" \/><\/p>\n<p>\u3053\u306e AI \u304c\u7279\u5b9a\u3067\u304d\u308b\u60c5\u5831\u306f\u975e\u5e38\u306b\u591a\u3044\u3067\u3059\u304c\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u670d\u7528\u7ba1\u7406\u306e\u307f\u3092\u884c\u3046\u305f\u3081\u3001\u6b21\u306e\u3088\u3046\u306a\u60c5\u5831\u306b\u306e\u307f\u7126\u70b9\u3092\u5f53\u3066\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u2022 \u533b\u85ac\u54c1\u60c5\u5831\uff1a\u533b\u85ac\u54c1\u540d\u3001\u533b\u85ac\u54c1\u306e\u6295\u4e0e\u91cf\u3002<\/li>\n<li>\u2022 \u670d\u7528\u6642\u9593<\/li>\n<\/ul>\n<p>\u30b5\u30fc\u30d3\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8 (<a href=\"https:\/\/aws.amazon.com\/comprehend\/pricing\/\">Amazon Comprehend \u2013 Pricing)<\/a>:<\/p>\n<ul>\n<li>\u2022 100 \u6587\u5b57\u3054\u3068 = 1 \u5358\u4f4d\u3002\u3055\u307e\u3056\u307e\u306a\u8cbb\u7528\u304c\u3042\u308a\u307e\u3059\u304c\u3001EasyMedicine \u304c\u4f7f\u7528\u3059\u308b\u8cbb\u7528\u306f 1,000 \u4e07\u5358\u4f4d\u3067\u3059\u3002<\/li>\n<li>\u2022 1,000 \u4e07\u5358\u4f4d\u306e\u5834\u5408\u3001\u5358\u4f4d\u3042\u305f\u308a\u306e\u8cbb\u7528\u306f 0.0001 USD\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u6bce\u6708 10,000 \u4ef6\u306e\u51e6\u65b9\u7b8b\u3092\u51e6\u7406\u3059\u308c\u3070\u3001\u5404\u51e6\u65b9\u7b8b\u306e\u5e73\u5747\u6587\u5b57\u6570\u304c 500 \u6587\u5b57\u306b\u306a\u3063\u3066\u3001\u8cbb\u7528\u304c\u00a0<strong>10000*5*0.0001 = 5 USD<\/strong>\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u306e\u5024\u6bb5\u306f\u304b\u306a\u308a\u6700\u9069\u3060\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<h3 id=\"section-5\">#5. \u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u6210<\/h3>\n<p>\u4ee5\u4e0b\u306fEasyMedicine\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u6210\u3067\u3059\uff1a<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/s3-ap-southeast-1.amazonaws.com\/homepage-media\/wp-content\/uploads\/2023\/03\/07112836\/hac.drawio.png\" \/><\/p>\n<p>\u4ee5\u4e0a\u306e\u56f3\u3092\u3088\u308a\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u51e6\u7406\u306e\u30d5\u30ed\u30fc\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u307e\u305a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u64ae\u5f71\/\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u51e6\u65b9\u7b8b\u306e\u753b\u50cf\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u3053\u306e\u753b\u50cf\u304c\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u4fe1\u3055\u308c\u307e\u3059\u3002\u30b5\u30fc\u30d0\u30fc\u306f\u3001\u5165\u529b\u3055\u308c\u305f\u753b\u50cf\u306e base64 \u30a8\u30f3\u30b3\u30fc\u30c9\u3092\u9001\u4fe1\u3057\u3066\u3001Google Vision API \u3092\u547c\u3073\u51fa\u3057\u307e\u3059\u3002 Google \u306f\u3001\u753b\u50cf\u304b\u3089\u62bd\u51fa\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8 \u5185\u5bb9\u306e\u5168\u4f53\u3092\u51e6\u7406\u3057\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u51e6\u65b9\u7b8b\u3092\u4f8b\u3068\u3057\u3066\u3042\u3052\u307e\u3057\u3087\u3046\uff1a<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/s3-ap-southeast-1.amazonaws.com\/homepage-media\/wp-content\/uploads\/2023\/03\/07134621\/Screenshot-2023-03-02-103445.png\" width=\"338\" height=\"363\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u6b21\u306b\u3001\u30b5\u30fc\u30d0\u30fc\u306f\u62bd\u51fa\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u4f7f\u7528\u3057\u3066 AWS Comprehend Medical API \u3092\u547c\u3073\u51fa\u3057\u3001\u533b\u7642\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3092\u30ea\u30af\u30a8\u30b9\u30c8\u3057\u307e\u3059\u3002\u8fd4\u3055\u308c\u305f\u7d50\u679c\u306e\u4e00\u90e8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n<p>&nbsp;<\/p>\n<div style=\"font-size: 14px;padding: 16px;background-color: #262626;color: #d4d4d4;font-family: sans-serif\">\n<div>{<\/div>\n<div>\u00a0 \u00a0 &#8220;Entities&#8221;: [<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 {<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Id&#8221;: 1,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;BeginOffset&#8221;: 0,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;EndOffset&#8221;: 27,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Score&#8221;: 0.982366681098938,<\/div>\n<div style=\"color: #02d6a1\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Text&#8221;: &#8220;Erythromycin ethylsuccinate&#8221;,\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\/\/ \u85ac\u306e\u540d\u524d<\/div>\n<div style=\"color: #02d6a1\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Category&#8221;: &#8220;MEDICATION&#8221;,<\/div>\n<div style=\"color: #02d6a1\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Type&#8221;: &#8220;GENERIC_NAME&#8221;,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Traits&#8221;: [],<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Attributes&#8221;: [<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 {<\/div>\n<div style=\"color: #02d6a1\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Type&#8221;: &#8220;STRENGTH&#8221;,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Score&#8221;: 0.8039610385894775,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;RelationshipScore&#8221;: 0.9956788420677185,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;RelationshipType&#8221;: &#8220;STRENGTH&#8221;,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Id&#8221;: 2,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;BeginOffset&#8221;: 28,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;EndOffset&#8221;: 37,<\/div>\n<div style=\"color: #02d6a1\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Text&#8221;: &#8220;400mg\/5ml&#8221;,\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \/\/ \u85ac\u306e\u6295\u4e0e\u91cf<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Category&#8221;: &#8220;MEDICATION&#8221;,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Traits&#8221;: []<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 },<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 {<\/div>\n<div style=\"color: #02d6a1\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Type&#8221;: &#8220;FREQUENCY&#8221;,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Score&#8221;: 0.2624519169330597,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;RelationshipScore&#8221;: 0.999884843826294,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;RelationshipType&#8221;: &#8220;FREQUENCY&#8221;,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Id&#8221;: 3,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;BeginOffset&#8221;: 46,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;EndOffset&#8221;: 55,<\/div>\n<div style=\"color: #02d6a1\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Text&#8221;: &#8220;tsp.q.i.d&#8221;,\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\/\/ \u670d\u7528\u983b\u5ea6<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Category&#8221;: &#8220;MEDICATION&#8221;,<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &#8220;Traits&#8221;: []<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 }<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 ]<\/div>\n<div>\u00a0 \u00a0 \u00a0 \u00a0 }<\/div>\n<div>\u00a0 \u00a0 ]<\/div>\n<div>}<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p>JSON\u304b\u3089\u306e\u7d50\u679c \u3068\u5143\u306e\u5165\u529b\u753b\u50cf\u3092\u6bd4\u8f03\u3059\u308b\u3068\u3001AI \u304c\u30c6\u30ad\u30b9\u30c8\u306e\u5185\u5bb9\u3092\u3069\u306e\u3088\u3046\u306b\u69cb\u6210\u3059\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u65e2\u306b\u5b9a\u7fa9\u3057\u305f\u69cb\u6210\u306b\u57fa\u3065\u3044\u3066\u3001\u3053\u306e\u51e6\u65b9\u7b8b\u306b\u5fdc\u3058\u308b\u670d\u7528\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u7acb\u3066\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u7c21\u5358\u306b\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u6b21\u306e\u5c5e\u6027\u306e\u51e6\u7406\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u2022 \u30bf\u30a4\u30d7\u304c<code class=\"code\">BRAND_NAME\u3001\u307e\u305f\u306f<\/code><code class=\"code\">GENERIC_NAME<\/code>&#8220;\uff1a\u3053\u308c\u306f\u62bd\u51fa\u3055\u308c\u305f\u85ac\u306e\u540d\u524d\u3067\u3059<\/li>\n<li>\u2022 \u30bf\u30a4\u30d7\u304c<code class=\"code\">DOSAGE\u3001\u307e\u305f\u306f STRENGTH<\/code>\uff1a\u3053\u308c\u306f\u85ac\u306e\u6295\u4e0e\u91cf\u3067\u3059<\/li>\n<li>\u2022 \u30bf\u30a4\u30d7\u304c<code class=\"code\">FREQUENCY\uff1a<\/code> \u670d\u7528\u983b\u5ea6\uff08\u670d\u7528\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u7acb\u3066\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u306a\u60c5\u5831\u3067\u3059\uff09<\/li>\n<\/ul>\n<p>\u62bd\u51fa\u3055\u308c\u305f\u60c5\u5831\u304b\u3089\u3001\u305d\u306e\u60c5\u5831\u3092\u51e6\u7406\u3057\u3066\u3001\u7d50\u679c\u306f\u85ac\u4e00\u89a7\u304c\u542b\u307e\u308c\u308b\u7279\u5b9a\u306e\u670d\u7528\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u304c\u51fa\u307e\u3059\u3002<\/p>\n<p><strong>\u85ac\u306e\u540d\u524d\uff1a<\/strong>\u3053\u306e\u60c5\u5831\u306f\u62bd\u8c61\u7684\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u6700\u3082\u7c21\u5358\u306b\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002\u85ac\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u304c AWS \u30b7\u30b9\u30c6\u30e0\u306b\u5b58\u5728\u3059\u308b\u9650\u308a\u3067\u3059\u3002<\/p>\n<p><strong>\u85ac\u306e\u6295\u4e0e\u91cf\uff1a<\/strong>\u30bf\u30a4\u30d7\u304c\u300cDOSAGE\u300d\u306e\u5c5e\u6027\u304c\u8907\u6570\u8fd4\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u85ac\u306e\u5b9f\u969b\u306e\u5168\u4f53\u306a\u6295\u4e0e\u91cf\u3068\u6bce\u56de\u306e\u6295\u4e0e\u91cf\u3092\u533a\u5225\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n<code>\u2022 \u85ac\u306e\u6295\u4e0e\u91cf<\/code>\u306f\u4e00\u822c\u7684\u306b\u305d\u306e\u85ac\u306e\u8cea\u91cf\/\u4f53\u7a4d\u306e\u5358\u4f4d\u304c\u4ed8\u3044\u3066\u3044\u307e\u3059 \uff08100mg\u3084400ml\u306a\u3069\uff09\u3002Regex (<a href=\"https:\/\/developer.mozilla.org\/en-US\/docs\/Web\/JavaScript\/Guide\/Regular_Expressions\">Regular Expression<\/a>) \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u85ac\u306e\u6295\u4e0e\u91cf\u306e\u60c5\u5831\u3092\u7c21\u5358\u306b\u62bd\u51fa\u3067\u304d\u307e\u3059:<code> \/([0-9]+)( ?)(mg|ml)\/<code><br \/>\n<code>\u2022 \u6bce\u56de\u306e\u6295\u4e0e\u91cf<\/code><\/code><\/code>\u306f\u8cea\u91cf\uff0850mg\uff09\u306e\u5358\u4f4d\u3067\u3082\u30011 \u9320 \u3084 1 \u30dc\u30c3\u30c8\u30eb\u306a\u5f62\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u65b9\u6cd5\u3082\u4e0a\u8a18\u3068\u540c\u3058\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u670d\u7528\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\uff1a<br \/>\n<\/strong><code>\u2022 \u85ac\u3092\u98f2\u3080\u6642\u9593\u306f\u85ac\u5c40\u30b3\u30fc\u30c9\u3067\u8868\u3057\u307e\u3059<\/code>\u00a0\uff08<a href=\"https:\/\/pharmacytechniciantoday.com\/pharmacy-abbreviations-sig-codes\/\">Medical and pharmacy abbreviations<\/a>\uff09\u3002\u4e0a\u8a18\u306e\u51e6\u65b9\u7b8b\u306b\u66f8\u3044\u3066\u3042\u308b\u300cq.i.d\u300d\u306f\u300c\uff11\u65e5\u306b\uff14\u56de\u300d\u3068\u3044\u3046\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002\u3068\u3044\u3046\u3053\u3068\u306f\u30a2\u30d7\u30ea\u304c\u5348\u524d (7\u6642)\u3001\u5348\u5f8c (1\u6642)\u3001\u5348\u5f8c (6\u6642)\u3001\u5348\u5f8c (9\u6642) \u306e 4 \u56de\u306b\u85ac\u3092\u670d\u7528\u3059\u308b\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u7acb\u3066\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><code>\u2022 \u85ac\u3092\u98f2\u307f\u6642\u9593\u306f\u65e5\u306e\u6642\u70b9\u3067\u8868\u3057\u307e\u3059\u3002<\/code> \u30a2\u30d7\u30ea\u306f\u3001\u5165\u529b\u3055\u308c\u305f\u6642\u9593\u3068\u4e00\u81f4\u3059\u308b\u3088\u3046\u306b\u670d\u7528\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u7acb\u3066\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u8868\u3057\u65b9\u306f\u3055\u307e\u3056\u307e\u306a\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<code>\u671d\u98df\u306e\u524d\uff08\u6bce\u671d\u306e\uff17\u6642\uff09<\/code> \u3001\u3082\u3057\u304f\u306f\u00a0<code>\uff11\u65e5\u306b\uff12\u56de\uff08\u5348\u524d\u306e\uff17\u6642\u3001\u5348\u5f8c\u306e\uff11\u6642\uff09\u3002<\/code> \u3042\u308b\u6642\u70b9\u304b\u3089\u7279\u5b9a\u306a\u670d\u7528\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306b\u5909\u66f4\u3059\u308b\u306b\u306fRegex\u3092\u4f7f\u7528\u3057\u3066\u4e00\u81f4\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\uff1a<br \/>\n<code>\/(every|each|after|before) (breakfast|lunch|dinner|meal)\/<\/code><\/p>\n<p>\u6700\u5f8c\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u670d\u7528\u30ea\u30de\u30a4\u30f3\u30c9\u6642\u9593\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u4f5c\u6210\u3055\u308c\u305f\u30ea\u30b9\u30c8\u306b\u57fa\u3065\u3044\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u89e3\u4f53\u96fb\u8a71\u306b\u30d7\u30c3\u30b7\u30e5\u901a\u77e5\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001\u6642\u9593\u901a\u308a\u306b\u6b63\u3057\u3044\u91cf\u306e\u85ac\u3092\u670d\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"section-6\">#6. \u30a2\u30d7\u30ea\u306e\u30c7\u30e2<\/h3>\n<p><iframe loading=\"lazy\" title=\"Easy Medicine Demo\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/5f4G10TW9Ko?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n<p><strong>Home\u753b\u9762\uff1a<\/strong><\/p>\n<ul>\n<li>\u2022 \u3053\u306e\u753b\u9762\u306e\u4e3b\u306a\u6a5f\u80fd\u306f\u3001\u6642\u9593\u901a\u308a\u306b\u670d\u85ac\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/li>\n<li>\u2022 \u30e6\u30fc\u30b6\u30fc\u304c\u670d\u7528\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u85ac\u306e\u30ea\u30b9\u30c8\u3092\u8868\u793a\u3057\u307e\u3059\u3002\u3044\u3064\u3001\u304b\u3064\u3069\u306e\u304f\u3089\u3044\u98f2\u3080\u304b\u3068\u3044\u3046\u3053\u3068\u3082\u8868\u793a\u3057\u307e\u3059\u3002\u85ac\u306f\u670d\u7528\u6642\u70b9\u3054\u3068\u306b\u5206\u3051\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u306e\u6642\u70b9\u3067\u3069\u306e\u85ac\u3092\u98f2\u3081\u3070\u3044\u3044\u304b\u308f\u304b\u308a\u307e\u3059\u3002<\/li>\n<li>\u2022 \u85ac\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u304c \u30b0\u30ec\u30fc\u306b\u306a\u308a\u3001\u26a0\ufe0f \u304c\u3064\u3051\u3089\u308c\u308b\u5834\u5408\u306f\u30e6\u30fc\u30b6\u30fc\u304c\u6642\u9593\u901a\u308a\u306b\u85ac\u3092\u670d\u7528\u3059\u308b\u306e\u3092\u5fd8\u308c\u305f\u3068\u3044\u3046\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u85ac\u3092\u6642\u9593\u901a\u308a\u306b\u670d\u7528\u3057\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u305d\u306e\u85ac\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b (\u307e\u305f\u306f [Check all] \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b)\u3079\u304d\u3067\u3059\u3002\u305d\u306e\u5f8c\u3001\u85ac\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u304c\u7dd1\u8272\u306b\u5909\u308f\u308a\u3001\u2705\u304c\u3064\u304b\u3089\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><strong>Medication\u753b\u9762\uff1a<\/strong><\/p>\n<ul>\n<li>\u2022 \u3053\u306e\u753b\u9762\u306f\u3001\u85ac\u306e\u30ea\u30b9\u30c8\u3068\u85ac\u306e\u60c5\u5831\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/li>\n<li>\u2022 \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30dd\u30c3\u30d7\u30a2\u30c3\u30d7\u306e\u300cManual\u300d\u90e8\u3067\u670d\u7528\u3059\u308b\u85ac\u3092\u624b\u52d5\u3067\u5165\u529b\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u2022 \u307e\u305f\u306f\u3001\u51e6\u65b9\u7b8b\u306e\u5199\u771f\u3092\u64ae\u3063\u3066\u3001\u30a2\u30d7\u30ea\u306f\u3001\u51e6\u65b9\u7b8b\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u3001\u670d\u7528\u3059\u308b\u85ac\u306e\u30ea\u30b9\u30c8\u3068\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u81ea\u52d5\u7684\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n<li>\u2022 \u5199\u771f\u306e\u60c5\u5831\u304c\u6b63\u3057\u304f\u306a\u3044\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u81ea\u5206\u3067\u7de8\u96c6\u307e\u305f\u306f\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3 id=\"section-7\">#7.\u00a0\u5c06\u6765\u306b\u958b\u767a\u3057\u305f\u3044\u6a5f\u80fd<\/h3>\n<ul>\n<li>\u2022 \u3088\u308a\u591a\u304f\u306e\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\uff1a\u51e6\u65b9\u7b8b\u306e\u5199\u771f\u3092\u64ae\u308b\u3068\u30a2\u30d7\u30ea\u304c\u81ea\u52d5\u7684\u306b\u60c5\u5831\u3092\u51e6\u7406\u3057\u307e\u3059\u304c\u3001\u3053\u306e\u6a5f\u80fd\u306f\u51e6\u65b9\u7b8b\u304c\u82f1\u8a9e\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u306b\u4f7f\u3048\u307e\u3059\u3002\u30d9\u30c8\u30ca\u30e0\u8a9e\u3001\u65e5\u672c\u8a9e\u306a\u3069\u306e\u4ed6\u306e\u8a00\u8a9e\u3067\u306f\u3001\u30a2\u30d7\u30ea\u306f\u307e\u3060\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3002<\/li>\n<li>\u2022 \u51e6\u65b9\u7b8b\u306e\u60c5\u5831\u3092\u4fdd\u5b58\u3057\u3066\u518d\u5229\u7528\u3059\u308b\u3053\u3068\uff1a\u7ba1\u7406\u3092\u7c21\u5358\u306b\u3059\u308b\u305f\u3081\u3001\u85ac\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3067\u5206\u3051\u305f\u65b9\u304c\u3044\u3044\u3067\u3059\u3002\u305d\u308c\u306b\u3001\u5c06\u6765\u307e\u305f\u75c5\u6c17\u306b\u306a\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u306e\u3067\u3001\u305d\u306e\u75c5\u6c17\u306b\u95a2\u3059\u308b\u51e6\u65b9\u7b8b\u304c\u3059\u3067\u306b\u4fdd\u5b58\u3055\u308c\u305f\u3089\u4eca\u5ea6\u306f\u3069\u306e\u85ac\u3092\u98f2\u3081\u3070\u3044\u3044\u304b\u3092\u53c2\u8003\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044.<\/li>\n<li>\u2022 \u30a2\u30d7\u30ea\u3067\u85ac\u3092\u8cb7\u3046\u3053\u3068\uff1a\u4f5c\u6210\u3055\u308c\u305f\u51e6\u65b9\u7b8b\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u85ac\u3092\u8cb7\u3046\u305f\u3081\u306b\u85ac\u5c40\u306b\u884c\u304f\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u30a2\u30d7\u30ea\u304b\u3089\u85ac\u3092\u6ce8\u6587\u3059\u308b\u3060\u3051\u3067\u3088\u3044\u3067\u3059\u3002\u5229\u4fbf\u6027\u304c\u3042\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u85ac\u306e\u30aa\u30ea\u30b8\u30ca\u30eb\u3084\u54c1\u8cea\u3001\u4fa1\u683c\u3082\u4fdd\u8a3c\u3067\u304d\u308c\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30d7\u30ea\u3067\u6ce8\u6587\u3057\u305f\u85ac\u3092\u3044\u3064\u3067\u3082\u5b89\u5fc3\u3057\u3066\u670d\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u2022 \u7279\u5b9a\u306e\u85ac\u3092\u670d\u7528\u3059\u308b\u5408\u8a08\u306e\u91cf\u3001\u307e\u305f\u306f\u5408\u8a08\u306e\u65e5\u6570\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\uff1a\u307b\u3068\u3093\u3069\u306e\u51e6\u65b9\u7b8b\u306b\u306f\u3053\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u670d\u7528\u3059\u308b\u9320\u5264\u306e\u5408\u8a08\u6570\u306f 10 \u9320\u3067\u3059\u3002\u307e\u305f\u306f\u5408\u8a08\u65e5\u6570\u306f 7 \u65e5\u9593\u3067\u3059\u3002<\/li>\n<li>\u2022 \u81ea\u5206\u306a\u308a\u306e\u6642\u9593\u3067\u8a2d\u5b9a\u3059\u308b\u3053\u3068\uff1a\u4eba\u306b\u3088\u3063\u3066\u85ac\u3092\u98f2\u3080\u6642\u9593\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u81ea\u5206\u306e\u7fd2\u6163\u306b\u5408\u308f\u305b\u3066\u81ea\u5206\u306e\u6642\u9593\u3092\u8a2d\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3 id=\"section-8\">#8. \u4eca\u5ea6\u306e\u6b20\u70b9<\/h3>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e00\u756a\u5927\u304d\u306a\u6b20\u70b9\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u5199\u771f\u304b\u3089\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u751f\u6210\u3059\u308b\u6a5f\u80fd\u306e\u52b9\u7387\u6027\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u70b9\u3067\u6b20\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u2022 \u82f1\u8a9e\u306e\u51e6\u65b9\u7b8b\u306e\u307f\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u8a00\u8a9e\u7684\u306b\u306f\u975e\u5e38\u306b\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u2022 AWS Comprehend Medical \u304c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u5b8c\u5168\u306b\u62bd\u51fa\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u51e6\u65b9\u7b8b\u306b\u66f8\u3044\u3066\u3042\u308b\u85ac\u306e\u540d\u524d\u306e\u88fd\u85ac\u4f1a\u793e\u304cAWS \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5b58\u5728\u3057\u306a\u3044\u3053\u3068\u306f\u4e00\u3064\u306e\u4f8b\u3067\u3059\u3002\u3053\u306e\u5834\u5408\u306f\u3001\u85ac\u306e\u540d\u524d\u3092\u53d6\u5f97\u3067\u304d\u307e\u305b\u3093\u3002<\/li>\n<li>\u2022 \u670d\u7528\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306e\u60c5\u5831\u306f\u3001\u3059\u3079\u3066\u306e\u5834\u5408\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u670d\u7528\u3059\u308b\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306f\u51e6\u65b9\u7b8b\u306e\u60c5\u5831\u304b\u3089\u5224\u65ad\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u304b\u3089\u3067\u3059\u3002<\/li>\n<\/ul>\n<h3 id=\"section-9\">#9. \u6700\u5f8c\u306e\u8a00\u8449<\/h3>\n<p>EasyMedicine \u306f\u3001\u975e\u5e38\u306b\u5b9f\u7528\u7684\u3067\u65e5\u5e38\u751f\u6d3b\u306b\u5f79\u7acb\u3064\u30a2\u30d7\u30ea\u3067\u3059\u3002\u6a5f\u80fd\u306f AI \u6280\u8853\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u64cd\u4f5c\u306f\u975e\u5e38\u306b\u7c21\u5358\u3067\u3059\u3002\u5c06\u6765\u7684\u306b\u306f\u3001\u3053\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5c55\u958b\u3057\u3066\u904b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3092\u9858\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"section-10\">#10. \u53c2\u8003\u5143<\/h3>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li>\u2022 <a href=\"https:\/\/cloud.google.com\/vision\/docs\/ocr\">Detect text in images \u00a0|\u00a0 Cloud Vision API \u00a0|\u00a0 Google Cloud<\/a><\/li>\n<li>\u2022 <a href=\"https:\/\/docs.aws.amazon.com\/comprehend-medical\/latest\/dev\/textanalysis-entitiesv2.html\">Detect entities (Version 2) &#8211; Amazon Comprehend Medical<\/a><\/li>\n<li>\u2022 <a href=\"https:\/\/docs.google.com\/presentation\/d\/1Peh_iNryPLe-GqyxT4PYScGQ-3HfstXM\/edit#slide=id.g21397e526fe_2_0\">\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30d5\u30a1\u30a4\u30eb &#8211; EasyMedicine<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>\u73fe\u5728\u3001\u65e5\u5e38\u751f\u6d3b\u306e\u52d5\u4f5c\u3092\u3088\u308a\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u52b9\u7387\u7684\u306b\u3059\u308b\u305f\u3081\u306b\u591a\u304f\u306e\u30a2\u30d7\u30ea\u304c\u4f5c\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u8272\u3005\u306a\u30a2\u30d7\u30ea\u306e\u4e2d\u3067\u6700\u3082\u7af6\u4e89\u529b\u306e\u3042\u308b\u6a5f\u80fd [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":7111,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"footnotes":""},"categories":[4],"tags":[102,104],"class_list":["post-6943","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-hackathon","tag-ai"],"_links":{"self":[{"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/posts\/6943","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/comments?post=6943"}],"version-history":[{"count":0,"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/posts\/6943\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/media\/7111"}],"wp:attachment":[{"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/media?parent=6943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/categories?post=6943"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.briswell-vn.com\/ja\/wp-json\/wp\/v2\/tags?post=6943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}