{"id":6230,"date":"2019-11-07T14:20:26","date_gmt":"2019-11-07T14:20:26","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=6230"},"modified":"2019-11-07T14:20:41","modified_gmt":"2019-11-07T14:20:41","slug":"on-finding-research-topics-notes-from-a-data-scientist","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/on-finding-research-topics-notes-from-a-data-scientist\/","title":{"rendered":"\u7814\u7a76\u30c6\u30fc\u30de\u306e\u898b\u3064\u3051\u65b9\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304b\u3089\u306e\u30e1\u30c3\u30bb\u30fc\u30b8"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f18bd882864\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f18bd882864\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/on-finding-research-topics-notes-from-a-data-scientist\/#1_Geographic_cancer_clusters_in_the_US\" title=\"1.\u7c73\u56fd\u306b\u304a\u3051\u308b\u5730\u7406\u7684\u306a\u304c\u3093\u30af\u30e9\u30b9\u30bf\u30fc\">1.\u7c73\u56fd\u306b\u304a\u3051\u308b\u5730\u7406\u7684\u306a\u304c\u3093\u30af\u30e9\u30b9\u30bf\u30fc<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/on-finding-research-topics-notes-from-a-data-scientist\/#2_Longevity_in_the_US\" title=\"2.\u7c73\u56fd\u306b\u304a\u3051\u308b\u9577\u5bff\u547d\u5316\">2.\u7c73\u56fd\u306b\u304a\u3051\u308b\u9577\u5bff\u547d\u5316<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/on-finding-research-topics-notes-from-a-data-scientist\/#3_Skin_mole_image_database\" title=\"3.\u76ae\u819a\u306e\u307b\u304f\u308d\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\">3.\u76ae\u819a\u306e\u307b\u304f\u308d\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/on-finding-research-topics-notes-from-a-data-scientist\/#4_Skin_mole_automated_analysis\" title=\"4.\u76ae\u819a\u306e\u307b\u304f\u308d\u306e\u81ea\u52d5\u5206\u6790\">4.\u76ae\u819a\u306e\u307b\u304f\u308d\u306e\u81ea\u52d5\u5206\u6790<\/a><\/li><\/ul><\/nav><\/div>\n<p><span style=\"font-weight: 400;\"><em>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u7269\u7406\u5b66\u8005 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/ilan-dan-gur?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=Research-Topics\">Ilan Dan-Gur<\/a> writes about how he was able to find and pursue <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30ea\u30b5\u30fc\u30c1<\/a> topics that used his skills and have the potential to make a real-world impact.\u00a0<\/em><\/span><\/p>\n<p>\u8208\u5473\u6df1\u3044\u3001\u3084\u308a\u304c\u3044\u306e\u3042\u308b\u7814\u7a76\u30c6\u30fc\u30de\u3092\u898b\u3064\u3051\u3066\u3001\u81ea\u5206\u306e\u6559\u80b2\u3068\u60c5\u71b1\u3092\u6ce8\u304e\u8fbc\u3080\u3053\u3068\u306f\u3001\u30d5\u30eb\u30bf\u30a4\u30e0\u306e\u4ed5\u4e8b\u3092\u6301\u305f\u306a\u3044\u591a\u304f\u306e\u79d1\u5b66\u8005\u306b\u3068\u3063\u3066\u8eab\u8fd1\u306a\u554f\u984c\u3067\u3059\u3002\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u691c\u7d22\u3057\u3066\u3044\u308b\u3068 <a href=\"https:\/\/www.kolabtree.com\/f?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=Research-Topics\">\u30b3\u30e9\u30d6\u30c4\u30ea\u30fc<\/a> \u81ea\u5206\u306e\u77e5\u8b58\u304c\u5f79\u7acb\u3064\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u63a2\u3059\u3053\u3068\u306f\u3001\u91d1\u92ad\u7684\u306a\u5229\u76ca\u3084\u4eba\u52a9\u3051\u3092\u3057\u305f\u3068\u3044\u3046\u81ea\u5df1\u6e80\u8db3\u306b\u3064\u306a\u304c\u308b\u91cd\u8981\u306a\u9078\u629e\u80a2\u3067\u3059\u304c\u3001\u30d3\u30b8\u30cd\u30b9\u3092\u59cb\u3081\u305f\u308a\u3001\u81ea\u5206\u306e\u540d\u524d\u3092\u51fa\u3057\u3066\u80fd\u529b\u3092\u30a2\u30d4\u30fc\u30eb\u3059\u308b\u305f\u3081\u306b\u3001\u81ea\u5206\u3067\u7814\u7a76\u30c6\u30fc\u30de\u3092\u898b\u3064\u3051\u308b\u5fc5\u8981\u6027\u3092\u611f\u3058\u308b\u3053\u3068\u3082\u3042\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p><span style=\"font-weight: 400;\">\u3057\u304b\u3057\u3001\u79d1\u5b66\u8005\u306e\u9593\u3067\u306f\u3001\u79d1\u5b66\u7684\u77e5\u8b58\u304c\u5897\u3048\u7d9a\u3051\u3066\u3044\u308b\u4eca\u3001\u8208\u5473\u6df1\u3044\u30c6\u30fc\u30de\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u306f\u4ee5\u524d\u3088\u308a\u3082\u96e3\u3057\u304f\u306a\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30dd\u30fc\u30eb\u30fb\u30c7\u30a3\u30e9\u30c3\u30af\u306f\u3001\u5f8c\u5e74\u3001\u91cf\u5b50\u529b\u5b66\u306e\u9ece\u660e\u671f\u306b\u3064\u3044\u3066\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3066\u3044\u308b\u3002\u300c\u5f53\u6642\u306f\u3001\u3069\u3093\u306a\u4e8c\u6d41\u306e\u7269\u7406\u5b66\u8005\u3067\u3082\u4e00\u6d41\u306e\u4ed5\u4e8b\u3092\u3059\u308b\u306e\u306f\u3068\u3066\u3082\u7c21\u5358\u3060\u3063\u305f\u3002\u3057\u304b\u3057\u3001\u305d\u308c\u307b\u3069\u5927\u3052\u3055\u306a\u3082\u306e\u3092\u4f5c\u308d\u3046\u3068\u601d\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u81ea\u5b85\u3067\u30d1\u30bd\u30b3\u30f3\u3068WiFi\uff08\u5927\u5b66\u3067\u306e\u6559\u80b2\u3001\u8abf\u67fb\u3078\u306e\u60c5\u71b1\u3001\u305d\u3057\u3066\u304a\u305d\u3089\u304f\u5730\u5143\u306e\u516c\u5171\u56f3\u66f8\u9928\uff09\u3060\u3051\u3092\u4f7f\u3063\u3066\u4ed5\u4e8b\u3092\u3057\u3066\u3044\u3066\u3082\u3001\u8208\u5473\u306e\u3042\u308b\u30c6\u30fc\u30de\u306b\u3064\u3044\u3066\u306e\u60c5\u5831\u3084\u30c7\u30fc\u30bf\u3092\u8abf\u3079\u308c\u3070\u3001\u30c1\u30e3\u30f3\u30b9\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3092\u3001\u8ab0\u3082\u8003\u3048\u3064\u304b\u306a\u304b\u3063\u305f\uff08\u5c11\u306a\u304f\u3068\u3082\u8ab0\u3082\u767a\u8868\u3057\u306a\u304b\u3063\u305f\uff09\u65b0\u3057\u3044\u65b9\u6cd5\u3067\u5206\u6790\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3057\u3001\u73fe\u5728\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u79c1\u306e\u6b63\u5f0f\u306a\u6559\u80b2\u306f\u7269\u7406\u5b66\u3068\u96fb\u6c17\u5149\u5b66\u3067\u3001\u79c1\u81ea\u8eab\u306e\u7d4c\u9a13\u306f\u660e\u3089\u304b\u306b\u4e3b\u89b3\u7684\u306a\u3082\u306e\u3067\u3059\u304c\u3001\u81ea\u5b85\uff08\u3042\u308b\u3044\u306f\u4f55\u5ea6\u3082\u55ab\u8336\u5e97\uff09\u3067\u300c\u4e00\u4eba\u3067\u300d\uff08\u307e\u3042\u3001\u79d1\u5b66\u306e\u4e16\u754c\u306b\u306f\u672c\u5f53\u306b\u305d\u3046\u3044\u3063\u305f\u3082\u306e\u306f\u3042\u308a\u307e\u305b\u3093\u304c\uff09\u8003\u3048\u3001\u8abf\u67fb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u81ea\u5206\u306e\u79d1\u5b66\u7684\u77e5\u8b58\u3092\u5fdc\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u4e00\u822c\u306e\u4eba\u3005\u306e\u95a2\u5fc3\u3092\u5f15\u304f\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u4e16\u306e\u4e2d\u306b\u5b58\u5728\u3057\u3066\u3044\u305f\u77e5\u8b58\u306e\u4f53\u7cfb\u306b\u4f55\u304b\u30e6\u30cb\u30fc\u30af\u306a\u3082\u306e\u3092\u52a0\u3048\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u3084\u3063\u3066\u3044\u3066\u308f\u304f\u308f\u304f\u3059\u308b\u3088\u3046\u306a\u30c6\u30fc\u30de\u306e\u4f8b\u30924\u3064\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_Geographic_cancer_clusters_in_the_US\"><\/span>1.\u7c73\u56fd\u306b\u304a\u3051\u308b\u5730\u7406\u7684\u306a\u304c\u3093\u30af\u30e9\u30b9\u30bf\u30fc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u7c73\u56fd\u306e\u516c\u8846\u885b\u751f\u8a18\u9332\u306e\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u7c73\u56fd\u653f\u5e9c\u306e\u63d0\u4f9b\u306b\u3088\u308a\u81ea\u7531\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059[1]\u30022017\u5e74\u3001\u7c73\u56fd\u306e\u3055\u307e\u3056\u307e\u306a\u5dde\u306e\u304c\u3093\u7f79\u60a3\u7387\u30c7\u30fc\u30bf\u3092\u95b2\u89a7\u3057\u305f\u308a\u3001google\u3092\u4f7f\u3063\u3066\u57fa\u672c\u7684\u306a\u30cd\u30c3\u30c8\u30ea\u30b5\u30fc\u30c1\u3092\u3057\u305f\u308a\u3057\u3066\u3044\u308b\u3046\u3061\u306b\u3001\u304c\u3093\u7f79\u60a3\u7387\u306e\u9ad8\u3044\u5dde\u9593\u306e\u5171\u6709\u56fd\u5883\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u8a18\u4e8b\u304c\u767a\u8868\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306b\u6c17\u304c\u3064\u304d\u307e\u3057\u305f\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u304c\u3093\u7f79\u60a3\u7387\u306e\u9ad8\u3044\u5dde\u9593\u3067\u5171\u6709\u3055\u308c\u3066\u3044\u308b\u56fd\u5883\u306e\u6570\u3092\u5358\u7d14\u306b\u30ab\u30a6\u30f3\u30c8\u3057\u305f\u8a18\u4e8b\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u305d\u306e\u3088\u3046\u306a\u5206\u6790\u3092\u884c\u3046\u305f\u3081\u306e\u30c7\u30fc\u30bf\u306fCDC\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u7c21\u5358\u306b\u5165\u624b\u3067\u304d\u3001\u8abf\u67fb\u3082\u7c21\u5358\u306b\u3067\u304d\u308b\u306f\u305a\u306a\u306e\u306b\u3067\u3059\u3002\u8a00\u3044\u63db\u3048\u308c\u3070\u3001\u79c1\u306e\u610f\u56f3\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u3001\u3053\u308c\u307e\u3067\u306b\u306a\u3044\u65b9\u6cd5\u3067\u300c\u70b9\u3068\u70b9\u3092\u7d50\u3076\u300d\uff08\u3064\u307e\u308a\u6574\u7406\u3059\u308b\uff09\u3053\u3068\u3067\u3042\u308a\u3001\u4e00\u65b9\u3067\u3001\u305d\u306e\u3088\u3046\u306a\u5206\u6790\u304c\u8ab0\u306b\u3068\u3063\u3066\u6709\u7528\u304b\u3068\u3044\u3046\u8907\u96d1\u306a\u554f\u984c\u3092\u610f\u56f3\u7684\u306b\u7121\u8996\u3057\u3066\u3044\u305f\u306e\u3067\u3059\u3002\u79c1\u306f\u3053\u306e\u8abf\u67fb\u3068\u305d\u306e\u7d50\u679c\u3092\u81ea\u5206\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u63b2\u8f09\u3057[2]\u3001\u307e\u305f\u4e8c\u6b21\u7684\u306a\u7d71\u8a08\u5206\u6790\u3082\u884c\u3044\u307e\u3057\u305f[3]\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3055\u3089\u306b\u3001\u5206\u6790\u3092\u3057\u3066\u30c7\u30fc\u30bf\u3092\u898b\u3066\u3044\u308b\u3046\u3061\u306b\u3001\u5206\u6790\u306e\u4e2d\u5fc3\u3068\u306a\u308b\u300c\u30b7\u30a7\u30a2\u30fc\u30c9\u30fb\u30dc\u30fc\u30c0\u30fc\u6bd4\u7387\u300d\u3068\u3044\u3046\u65b0\u3057\u3044\u8a00\u8449\u3092\u4f5c\u3063\u3066\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u306b\u6c17\u3065\u304d\u3001\u8abf\u67fb\u3092\u76db\u308a\u4e0a\u3052\u3066\u3044\u304d\u307e\u3057\u305f\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Longevity_in_the_US\"><\/span>2.\u7c73\u56fd\u306b\u304a\u3051\u308b\u9577\u5bff\u547d\u5316<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u4e0a\u8a18\u306e\u4f8b1\u3068\u540c\u69d8\u306b\uff0c\u7c73\u56fd\u306e\u7d71\u8a08\u7684\u306a\u6b7b\u4ea1\u7387\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\uff0c\u9577\u5bff\u306b\u95a2\u3059\u308b\u30e6\u30cb\u30fc\u30af\u306a\u8cea\u554f\u3092\u8003\u3048\uff0c\u8abf\u67fb\u3057\u307e\u3057\u305f[4]\uff0e<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Skin_mole_image_database\"><\/span>3.\u76ae\u819a\u306e\u307b\u304f\u308d\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u4eca\u65e5\u3067\u306f\u3001\u76ae\u819a\u306e\u307b\u304f\u308d\u306b\u304c\u3093\u306e\u5146\u5019\u304c\u306a\u3044\u304b\u3069\u3046\u304b\u3092\u5206\u6790\u3059\u308b\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u304c\u6570\u591a\u304f\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30a2\u30d7\u30ea\u304c\u666e\u53ca\u3059\u308b\u305a\u3063\u3068\u524d\u306b\u3001\u79c1\u306f\u3001\u307b\u304f\u308d\u306e\u753b\u50cf\u3092\u79c1\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u63b2\u8f09\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u76ae\u819a\u304c\u3093\u306e\u5146\u5019\u306b\u95a2\u3059\u308b\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u4e00\u822c\u306e\u4eba\u3005\u306b\u7121\u6599\u3067\u63d0\u4f9b\u3057\u305f\u6700\u521d\u306e\u4eba\u7269\u3067\u3059[5]\u3002\u79c1\u306e\u610f\u56f3\u306f\u3001\u76ae\u819a\u304c\u3093\u306e\u5146\u5019\u306b\u3064\u3044\u3066\u4e00\u822c\u306e\u4eba\u3005\u3092\u6559\u80b2\u3059\u308b\u3053\u3068\u3068\u3001\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u79c1\u304c\u66f8\u3044\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u5ba3\u4f1d\u3059\u308b\u3053\u3068\u3067\u3057\u305f\u304c\uff08\u4ee5\u4e0b\u306e\u4f8b4\u3092\u53c2\u7167\uff09\u3001\u7121\u6599\u306e\u5206\u6790\u3092\u63d0\u4f9b\u3057\u305f\u7d50\u679c\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6295\u7a3f\u3057\u305f\u76ae\u819a\u306e\u307b\u304f\u308d\u753b\u50cf\u306e\u6700\u5927\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9[6]\u304c\u3067\u304d\u3042\u304c\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u5f8c\u3067\u5206\u304b\u3063\u305f\u3053\u3068\u3067\u3059\u304c\u30012015\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u6570\u5b66\u3068\u7d71\u8a08\u5b66\u306e\u9032\u6b69\u3092\u8ad6\u3058\u305f\u66f8\u7c4d[7, 8]\u306b\uff08\u79c1\u306e\u4f1a\u793e\u3067\u3042\u308bOpticom Data Research\u304c\u9069\u5207\u306b\u8a8d\u5b9a\u3055\u308c\u3066\uff09\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3057\u305f\uff08\u79c1\u81ea\u8eab\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3084\u5206\u6790\u3068\u306f\u7121\u95a2\u4fc2\u3067\u3059\uff09\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Skin_mole_automated_analysis\"><\/span>4.\u76ae\u819a\u306e\u307b\u304f\u308d\u306e\u81ea\u52d5\u5206\u6790<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">2001\u5e74\u3001\u3055\u307e\u3056\u307e\u306a\u76ae\u819a\u79d1\u533b\u304b\u3089\u76ae\u819a\u304c\u3093\u306e\u30ea\u30b9\u30af\u304c\u9ad8\u3044\u3068\u8a00\u308f\u308c\u30018\u56de\u306e\u76ae\u819a\u751f\u691c\u3092\u53d7\u3051\u305f\u5f8c\u3001\u79c1\u306f\u307b\u304f\u308d\u306e\u753b\u50cf\u3092\u5206\u6790\u3059\u308b\u30d1\u30bd\u30b3\u30f3\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff08\u5f53\u6642\u306fC++\u3092\u4f7f\u3063\u3066\u66f8\u304d\u307e\u3057\u305f[9]\u3001\u6700\u8fd1\u3067\u306fJavaScript\u306b\u7ffb\u8a33\u3057\u3066Web\u30d6\u30e9\u30a6\u30b6\u3067\u81ea\u7531\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f[10, 11, 12]\uff09\u3092\u66f8\u304d\u3001\u8ca9\u58f2\u3057\u3088\u3046\u3068\u6c7a\u5fc3\u3057\u307e\u3057\u305f\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u304c\u666e\u53ca\u3059\u308b\u524d\u306b\u3001\u79c1\u306fC++\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30b3\u30d4\u30fc\u3068\u3001\u30ab\u30e1\u30e9\u3092\u76ae\u819a\u306b\u8fd1\u3065\u3051\u308b\u305f\u3081\u306b\u79c1\u304c\u8a2d\u8a08\u3057\u305f\u30b7\u30f3\u30d7\u30eb\u306a\u6a5f\u68b0\u7684\u30a2\u30bf\u30c3\u30c1\u30e1\u30f3\u30c8\u3092\u4e16\u754c\u4e2d\u3067\u8ca9\u58f2\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><strong>\u53c2\u8003\u6587\u732e<\/strong><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">[1] https:\/\/wonder.cdc.gov\/DataSets.html<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[2] http:\/\/opticomdataresearch.com\/statistics\/cancer\/clusters\/main.htm<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[3] http:\/\/opticomdataresearch.com\/statistics\/cancer\/clusters\/shared-borders-statistics.htm<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[4] http:\/\/opticomdataresearch.com\/statistics\/how-long-will-i-live.htm<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[5] https:\/\/www.prweb.com\/releases\/2008\/07\/prweb1060104.htm<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[6] http:\/\/opticomdataresearch.com\/mobile\/mole-on-skin.htm<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[7] \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4ee3\u6570\u306e\u5fdc\u7528 (Springer proceedings in mathematics and statistics, 2015)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[8] https:\/\/books.google.ca\/books?id=tW0uDwAAQBAJ&amp;pg=PA184&amp;dq=opticom+data+research<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[9] http:\/\/opticomdataresearch.com\/molesense.htm<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[10] https:\/\/chrome.google.com\/webstore\/search\/skin%20cancer<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[11] http:\/\/opticomdataresearch.com\/mobile\/skin-cancer-image-search.htm<\/span><\/li>\n<li><span style=\"font-weight: 400;\">[12] http:\/\/www.opticomdataresearch.com\/mobile\/atypical-mole.htm<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Data scientist and physicist Ilan Dan-Gur writes about how he was able to find and pursue research topics that used his skills and have the potential to make a real-world impact.\u00a0 Finding an interesting and worthwhile topic to investigate, and to apply all your education and passion toward, is an issue close to the heart of many scientists who do not have full-time employment. While searching platforms such as Kolabtree for projects that may benefit from your knowledge is an important option that may result in financial gains and the personal satisfaction of helping others, you may also feel a need to find your own research topics either as a<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/on-finding-research-topics-notes-from-a-data-scientist\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":12,"featured_media":6232,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[398,304,403,247,319,435],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>On Finding Research Topics: Notes from a Data Scientist<\/title>\n<meta name=\"description\" content=\"Data scientist and 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impact.\u00a0","og_url":"https:\/\/www.kolabtree.com\/blog\/ja\/on-finding-research-topics-notes-from-a-data-scientist\/","og_site_name":"The Kolabtree Blog","article_publisher":"https:\/\/www.facebook.com\/kolabtree","article_published_time":"2019-11-07T14:20:26+00:00","article_modified_time":"2019-11-07T14:20:41+00:00","og_image":[{"width":1049,"height":701,"url":"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/finding-research-topics.jpg","type":"image\/jpeg"}],"author":"Ramya Sriram","twitter_card":"summary_large_image","twitter_creator":"@kolabtree","twitter_site":"@kolabtree","twitter_misc":{"\u57f7\u7b46\u8005":"Ramya 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