{"id":525,"date":"2025-06-17T14:00:57","date_gmt":"2025-06-17T05:00:57","guid":{"rendered":"https:\/\/is.doshisha.ac.jp\/misl\/?p=525"},"modified":"2025-06-18T14:34:13","modified_gmt":"2025-06-18T05:34:13","slug":"task-guided-generative-adversarial-networks-for-synthesizing-and-augmenting-structural-connectivity-matrices-for-connectivity-based-prediction-2","status":"publish","type":"post","link":"https:\/\/is.doshisha.ac.jp\/misl\/?p=525","title":{"rendered":"Task-guided Generative Adversarial Networks for Synthesizing and Augmenting Structural Connectivity Matrices for Connectivity-Based Prediction"},"content":{"rendered":"<p>\u6211\u3005\u306e\u65b0\u3057\u3044\u8ad6\u6587\u304c\u51fa\u7248\u3055\u308c\u307e\u3057\u305f\u3002<br \/>\n<a href=\"https:\/\/direct.mit.edu\/netn\/article\/doi\/10.1162\/netn.a.24\/131310\/Task-guided-Generative-Adversarial-Networks-for\">Task-guided Generative Adversarial Networks for Synthesizing and Augmenting Structural Connectivity Matrices for Connectivity-Based Prediction<\/a><\/p>\n<p>\u3053\u306e\u7814\u7a76\u306f\u3001Structural Connectivity Matrices\u3092\u7528\u3044\u305f\u8a8d\u77e5\u7279\u6027\u4e88\u6e2c\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u62e1\u5f35\u624b\u6cd5\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u7279\u306b\u3001\u5c11\u6570\u306e\u30b5\u30f3\u30d7\u30eb\u3057\u304b\u5f97\u3089\u308c\u306a\u3044\u73fe\u5b9f\u7684\u306a\u8133\u753b\u50cf\u7814\u7a76\u306e\u5236\u7d04\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306b\u3001Task-guided GAN II\u3068\u3044\u3046\u65b0\u3057\u3044GAN\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u8ad6\u6587\u306f\u3001\u5c11\u6570\u30b5\u30f3\u30d7\u30eb\u74b0\u5883\u3067\u3082\u6709\u52b9\u306a\u4e88\u6e2c\u30e2\u30c7\u30eb\u69cb\u7bc9\u3068\u3044\u3046\u3001\u795e\u7d4c\u79d1\u5b66\u3068AI\u306e\u878d\u5408\u9818\u57df\u306b\u304a\u3051\u308b\u5b9f\u7528\u7684\u306a\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3001\u6df1\u5c64\u751f\u6210\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u6311\u6226\u3057\u3066\u3044\u308b\u70b9\u304c\u975e\u5e38\u306b\u30e6\u30cb\u30fc\u30af\u3067\u3042\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u6280\u8853\u7684\u306b\u3082GAN\u3001Wasserstein\u8ddd\u96e2\u3001\u30bf\u30b9\u30af\u8a98\u5c0e\u56de\u5e30\u3001\u30b0\u30e9\u30d5\u7406\u8ad6\u306a\u3069\u3001\u591a\u69d8\u306a\u8981\u7d20\u3092\u9ad8\u6b21\u5143\u3067\u878d\u5408\u3057\u3066\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u51fa\u7248\u3055\u308c\u3066\u3044\u308bNetwork Neuroscience\u306f\u6b21\u306e\u3088\u3046\u306a\u8a55\u4fa1\u3067\u3059\u3002<br \/>\n2023 Impact Factor: 3.6<br \/>\n2023 Google Scholar h5-index: 37<br \/>\nE-ISSN: 2472-1751<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u3005\u306e\u65b0\u3057\u3044\u8ad6\u6587\u304c\u51fa\u7248\u3055\u308c\u307e\u3057\u305f\u3002 Task-guided  &#8230;<\/p>\n","protected":false},"author":2,"featured_media":532,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-525","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-paper"],"_links":{"self":[{"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/posts\/525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=525"}],"version-history":[{"count":4,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/posts\/525\/revisions"}],"predecessor-version":[{"id":531,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/posts\/525\/revisions\/531"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/media\/532"}],"wp:attachment":[{"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=525"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}