{"id":1710,"date":"2024-08-19T03:15:03","date_gmt":"2024-08-19T01:15:03","guid":{"rendered":"https:\/\/wp.unil.ch\/aail\/?p=1710"},"modified":"2024-08-19T03:16:05","modified_gmt":"2024-08-19T01:16:05","slug":"paper-published-cross-task-data-augmentation-by-pseudo-label-generation-for-region-based-coronary-artery-instance-segmentation","status":"publish","type":"post","link":"https:\/\/wp.unil.ch\/aail\/paper-published-cross-task-data-augmentation-by-pseudo-label-generation-for-region-based-coronary-artery-instance-segmentation\/","title":{"rendered":"Paper Published: Cross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"636\" height=\"335\" src=\"https:\/\/wp.unil.ch\/aail\/files\/2024\/07\/Capture-decran-2020-12-31-a-13.46.48.png\" alt=\"\" class=\"wp-image-1662\" srcset=\"https:\/\/wp.unil.ch\/aail\/files\/2024\/07\/Capture-decran-2020-12-31-a-13.46.48.png 636w, https:\/\/wp.unil.ch\/aail\/files\/2024\/07\/Capture-decran-2020-12-31-a-13.46.48-300x158.png 300w\" sizes=\"auto, (max-width: 636px) 100vw, 636px\" \/><\/figure>\n<\/div>\n\n\n<p>The paper \u201cCross-task Data Augmentation by Pseudo-label Generation for Region-based Coronary Artery Instance Segmentation\u201d by Pokhrel, S., Bhandari, S., Vasquez, E., Shrestha, YR, Bhattarai, B. has be accepted \u00a0at Data Engineering in Medical Imaging, MICCAI 2024.<\/p>\n\n\n\n<p>This paper introduces the use of pseudo-labels to address the issue of limited data in the angiographic dataset to enhance the performance of the baseline YOLO model. Unlike existing data augmentation techniques that improve the model constrained to a fixed dataset, this paper introduces the use of pseudo-labels generated on a dataset of separate related task to diversify and improve model performance.<\/p>\n\n\n\n<p>\ud83d\udd17Preprint:\u00a0<a href=\"https:\/\/lnkd.in\/dezmNUFn\">https:\/\/arxiv.org\/abs\/2310.05990<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The paper \u201cCross-task Data Augmentation by Pseudo-label Generation for Region-based Coronary Artery Instance Segmentation\u201d by Pokhrel, S., Bhandari, S., Vasquez, &hellip; <\/p>\n","protected":false},"author":1002805,"featured_media":1663,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[25],"tags":[23],"class_list":{"0":"post-1710","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-news-out-campus","8":"tag-paper-published"},"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/posts\/1710","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/users\/1002805"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/comments?post=1710"}],"version-history":[{"count":1,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/posts\/1710\/revisions"}],"predecessor-version":[{"id":1711,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/posts\/1710\/revisions\/1711"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/media\/1663"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/media?parent=1710"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/categories?post=1710"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/tags?post=1710"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}