{"id":1040,"date":"2025-05-12T06:50:02","date_gmt":"2025-05-11T21:50:02","guid":{"rendered":"https:\/\/beeknowledge.co.jp\/?p=1040"},"modified":"2025-05-20T07:12:39","modified_gmt":"2025-05-19T22:12:39","slug":"ct%e3%82%b9%e3%82%ad%e3%83%a3%e3%83%b3%e3%81%8b%e3%82%89%e7%82%b9%e7%be%a4%e3%81%b8%e3%80%80%e5%8c%bb%e7%99%82%e7%94%bb%e5%83%8f%e3%81%ae%e6%9c%aa%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/beeknowledge.co.jp\/?p=1040","title":{"rendered":"CT\u30b9\u30ad\u30e3\u30f3\u304b\u3089\u70b9\u7fa4\u3078\u3000\u533b\u7642\u753b\u50cf\u306e\u672a\u6765"},"content":{"rendered":"
\"\"<\/div>\n\n\n\n \n CT\u30b9\u30ad\u30e3\u30f3\u304b\u3089\u70b9\u7fa4\u3078\uff1a\u533b\u7642\u753b\u50cf\u306e\u672a\u6765<\/title>\n <style>\n body { font-family: 'Segoe UI', sans-serif; line-height: 1.7; padding: 20px; max-width: 800px; margin: auto; background: #f9f9f9; color: #333; }\n h1, h2, h3 { color: #007acc; }\n a { color: #007acc; text-decoration: none; }\n a:hover { text-decoration: underline; }\n blockquote { border-left: 4px solid #007acc; padding-left: 15px; color: #555; margin: 10px 0; }\n code { background: #eee; padding: 2px 4px; border-radius: 3px; }\n hr { border: none; border-top: 1px solid #ccc; margin: 30px 0; }\n <\/style>\n<\/head>\n<body>\n\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u8fd1\u5e74\u3001CT\u30b9\u30ad\u30e3\u30f3\u306a\u3069\u306e\u533b\u7642\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u70b9\u7fa4\u5316\u3057\u3001AI\u3092\u7528\u3044\u3066\u591a\u89d2\u7684\u306b\u89e3\u6790\u3059\u308b\u624b\u6cd5\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u6280\u8853\u306e\u6982\u8981\u3001\u4fe1\u983c\u5ea6\u306e\u691c\u8a3c\u3001\u6700\u65b0\u7814\u7a76\u306e\u5f15\u7528\u3001\u304a\u3088\u3073\u4eca\u5f8c\u306e\u793e\u4f1a\u3078\u306e\u5f71\u97ff\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<hr>\n\n<h2>\u70b9\u7fa4\u5316\u3068\u306f\uff1f<\/h2>\n<p>\u70b9\u7fa4\uff08Point Cloud\uff09\u3068\u306f\u30013\u6b21\u5143\u7a7a\u9593\u4e0a\u306e\u7121\u6570\u306e\u70b9\u3067\u7269\u4f53\u3084\u69cb\u9020\u3092\u8868\u73fe\u3059\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u3067\u3059\u3002CT\u30b9\u30ad\u30e3\u30f3\u306e\u30dc\u30af\u30bb\u30eb\u30c7\u30fc\u30bf\uff08\u4f53\u7a4d\u30d4\u30af\u30bb\u30eb\uff09\u3092\u70b9\u7fa4\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u7a7a\u9593\u7684\u7279\u5fb4\u306e\u62bd\u51fa\u3084\u5f62\u72b6\u89e3\u6790\u304c\u3088\u308a\u67d4\u8edf\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n<hr>\n\n<h2>\u6700\u65b0\u7814\u7a76\u30fb\u6280\u8853\u52d5\u5411<\/h2>\n<h3>1. CFD\u89e3\u6790\u3078\u306e\u5fdc\u7528<\/h3>\n<blockquote>\n “Automatic segmentation from CT data to generate point clouds for Computational Fluid Dynamics (CFD) simulation.” \n \u51fa\u5178\uff1a<a href=\"https:\/\/www.aimsciences.org\/article\/doi\/10.3934\/acse.2025006\" target=\"_blank\">AIMS Press<\/a>\n<\/blockquote>\n<p>CT\u30c7\u30fc\u30bf\u304b\u3089\u70b9\u7fa4\u3092\u751f\u6210\u3057\u3001\u52d5\u8108\u306a\u3069\u306e\u6d41\u4f53\u529b\u5b66\u7684\u89e3\u6790\u306b\u6d3b\u7528\u3002\u5f93\u6765\u3088\u308a\u77ed\u6642\u9593\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u8a3a\u65ad\u652f\u63f4\u304c\u53ef\u80fd\u3002<\/p>\n\n<h3>2. PointVoxelFormer<\/h3>\n<blockquote>\n “PointVoxelFormer leverages point and voxel representations for high-accuracy medical segmentation.” \n \u51fa\u5178\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2412.17390\" target=\"_blank\">arXiv 2412.17390<\/a>\n<\/blockquote>\n<p>\u70b9\u7fa4\uff0b\u30dc\u30af\u30bb\u30eb\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u3067\u3001\u5fc3\u81d3\u3084\u80ba\u306a\u3069\u306e\u81d3\u5668\u306e\u7cbe\u5bc6\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3002<\/p>\n\n<h3>3. Lung250M-4B \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3>\n<blockquote>\n “A new dataset combining CT and point cloud data for evaluating lung deformation models.” \n \u51fa\u5178\uff1a<a href=\"https:\/\/openreview.net\/forum?id=FC0dsvguFi\" target=\"_blank\">OpenReview<\/a>\n<\/blockquote>\n<p>\u80ba\u306e\u5909\u5f62\u306a\u3069\u3092\u70b9\u7fa4\u30d9\u30fc\u30b9\u3067\u8ffd\u8de1\u53ef\u80fd\u306a\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u516c\u958b\u3055\u308c\u3001\u7814\u7a76\u304c\u52a0\u901f\u3002<\/p>\n\n<h3>4. PC-U Net<\/h3>\n<blockquote>\n “PC-U Net reconstructs 3D cardiac muscle surfaces directly from CT scans using point cloud representations.” \n \u51fa\u5178\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2008.08194\" target=\"_blank\">arXiv<\/a>\n<\/blockquote>\n<p>\u5de6\u5fc3\u5ba4\u5fc3\u7b4b\u306e\u5f62\u72b6\u3092CT\u304b\u3089\u76f4\u63a5\u70b9\u7fa4\u5316\u3057\u3001\u5fc3\u75be\u60a3\u306e\u8a3a\u65ad\u306b\u5bc4\u4e0e\u3002<\/p>\n<hr>\n\n<h2>\u4fe1\u983c\u6027\u306e\u691c\u8a0e<\/h2>\n<p>\u3053\u308c\u3089\u306e\u7814\u7a76\u306f\u3001\u4e3b\u306b\u67fb\u8aad\u4ed8\u304d\u8ad6\u6587\u3084arXiv\u30d7\u30ec\u30d7\u30ea\u30f3\u30c8\u3068\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u518d\u73fe\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30b3\u30fc\u30c9\u3082\u4e00\u90e8\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001CFD\u3084\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u5f93\u6765\u6280\u8853\u3068\u306e\u6bd4\u8f03\u304c\u5b9a\u91cf\u7684\u306b\u793a\u3055\u308c\u3066\u304a\u308a\u3001\u6280\u8853\u7684\u4fe1\u983c\u5ea6\u306f\u4e2d\uff5e\u9ad8\u3068\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n<hr>\n\n<h2>\u306a\u305c\u4eca\u3053\u308c\u304c\u6ce8\u76ee\u3055\u308c\u308b\u306e\u304b\uff1f<\/h2>\n<ul>\n <li><strong>AI\u30fbGPU\u6027\u80fd\u306e\u9032\u5316\uff1a<\/strong>\u8a08\u7b97\u8cc7\u6e90\u304c\u6574\u5099\u3055\u308c\u3001\u70b9\u7fa4\u306e\u51e6\u7406\u304c\u73fe\u5b9f\u7684\u306b\u3002<\/li>\n <li><strong>\u533b\u7642\u73fe\u5834\u306e\u9700\u8981\uff1a<\/strong>\u77ed\u6642\u9593\u3067\u6b63\u78ba\u306a\u8a3a\u65ad\u304c\u6c42\u3081\u3089\u308c\u308b\u72b6\u6cc1\u3002<\/li>\n <li><strong>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u5bfe\u5fdc\uff1a<\/strong>\u70b9\u7fa4\u5316\u306b\u3088\u308a\u500b\u4eba\u7279\u5b9a\u60c5\u5831\u3092\u6700\u5c0f\u9650\u306b\u6291\u5236\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<hr>\n\n<h2>\u4eca\u5f8c\u306e\u793e\u4f1a\u7684\u5f71\u97ff\u3068\u8003\u5bdf<\/h2>\n<p>CT\u30b9\u30ad\u30e3\u30f3\u30c7\u30fc\u30bf\u306e\u70b9\u7fa4\u5316\u3068AI\u89e3\u6790\u306e\u878d\u5408\u306f\u3001\u533b\u7642\u306e\u8cea\u3092\u6839\u672c\u304b\u3089\u5909\u3048\u308b\u53ef\u80fd\u6027\u3092\u6301\u3061\u307e\u3059\u3002\u307e\u305a\u3001\u5f93\u6765\u306f\u6642\u9593\u3068\u4eba\u624b\u304c\u5fc5\u8981\u3060\u3063\u305f\u81d3\u5668\u306e3D\u69cb\u9020\u628a\u63e1\u3084\u75c5\u5909\u306e\u691c\u51fa\u304c\u3001\u81ea\u52d5\u5316\u3055\u308c\u308b\u3053\u3068\u3067\u533b\u5e2b\u306e\u8ca0\u62c5\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u70b9\u7fa4\u5316\u306b\u3088\u308b\u8efd\u91cf\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u306f\u3001\u9060\u9694\u8a3a\u65ad\u3084\u30af\u30e9\u30a6\u30c9\u89e3\u6790\u306b\u3082\u9069\u3057\u3066\u304a\u308a\u3001\u533b\u7642\u306e\u5730\u57df\u683c\u5dee\u662f\u6b63\u306b\u3082\u5bc4\u4e0e\u3059\u308b\u3067\u3057\u3087\u3046\u3002\u3055\u3089\u306b\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u69cb\u9020\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u6cd5\u7684\u30fb\u502b\u7406\u7684\u306a\u8ab2\u984c\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002\u4eca\u5f8c\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u89e3\u6790\u3084\u500b\u5225\u5316\u533b\u7642\u306e\u5b9f\u73fe\u306b\u5411\u3051\u305f\u7814\u7a76\u304c\u52a0\u901f\u3057\u3001\u60a3\u8005\u4e00\u4eba\u3072\u3068\u308a\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u8a3a\u65ad\u3068\u6cbb\u7642\u306e\u63d0\u4f9b\u304c\u73fe\u5b9f\u5473\u3092\u5e2f\u3073\u3066\u304d\u307e\u3059\u3002<\/p>\n<hr>\n\n\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>CT\u30b9\u30ad\u30e3\u30f3\u304b\u3089\u70b9\u7fa4\u3078\uff1a\u533b\u7642\u753b\u50cf\u306e\u672a\u6765 \u306f\u3058\u3081\u306b \u8fd1\u5e74\u3001CT\u30b9\u30ad\u30e3\u30f3\u306a\u3069\u306e\u533b\u7642\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u70b9\u7fa4\u5316\u3057\u3001AI\u3092\u7528\u3044\u3066\u591a\u89d2\u7684\u306b\u89e3\u6790\u3059\u308b\u624b\u6cd5\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u6280\u8853\u306e\u6982\u8981\u3001\u4fe1\u983c\u5ea6\u306e\u691c\u8a3c\u3001\u6700\u65b0\u7814\u7a76\u306e\u5f15\u7528\u3001\u304a\u3088\u3073\u4eca\u5f8c […]<\/p>\n","protected":false},"author":1,"featured_media":1095,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"sns_share_botton_hide":"","vkExUnit_sns_title":"","_vk_print_noindex":"","sitemap_hide":"","vkExUnit_EyeCatch_disable":"","_veu_custom_css":"","veu_display_promotion_alert":"common","vkexunit_cta_each_option":"","_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"_lightning_design_setting":{"layout":"default"},"footnotes":"","jetpack_post_was_ever_published":false},"categories":[5,8],"tags":[26,33,31,27,32,30],"class_list":["post-1040","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-news","tag-ai","tag-ct","tag-31","tag-27","tag-32","tag-30"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"takashide\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/beeknowledge.co.jp\/?p=1040\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Bee Knowledge\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"CT\u30b9\u30ad\u30e3\u30f3\u304b\u3089\u70b9\u7fa4\u3078 \u533b\u7642\u753b\u50cf\u306e\u672a\u6765 | \u77e5\u3092\u89e3\u304d\u653e\u3066 \u672a\u6765\u3092\u5275\u308b\u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4f01\u696d\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/beeknowledge.co.jp\/?p=1040\" \/>\n\t\t<meta property=\"fb:admins\" content=\"takashide@beeknowledge.co.jp\" \/>\n\t\t<meta property=\"og:image\" 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