{"id":208232,"date":"2025-03-10T01:16:34","date_gmt":"2025-03-10T06:16:34","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/03\/detection-of-epileptogenic-focal-cortical-dysplasia-using-graph-neural-networks-a-meld-study"},"modified":"2025-03-10T01:16:34","modified_gmt":"2025-03-10T06:16:34","slug":"detection-of-epileptogenic-focal-cortical-dysplasia-using-graph-neural-networks-a-meld-study","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/03\/detection-of-epileptogenic-focal-cortical-dysplasia-using-graph-neural-networks-a-meld-study","title":{"rendered":"Detection of Epileptogenic Focal Cortical Dysplasia Using Graph Neural Networks: A MELD Study"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/detection-of-epileptogenic-focal-cortical-dysplasia-using-graph-neural-networks-a-meld-study.jpg\"><\/a><\/p>\n<p>Can the diagnosis of epilepsy-causing focal cortical dysplasias (FCD) be improved using state-of-the-art artificial intelligence?<\/p>\n<hr>\n<p>This study evaluates the efficacy and interpretability of graph neural networks in automatically detecting focal cortical dysplasia lesions on magnetic resonance imaging scans.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Can the diagnosis of epilepsy-causing focal cortical dysplasias (FCD) be improved using state-of-the-art artificial intelligence? This study evaluates the efficacy and interpretability of graph neural networks in automatically detecting focal cortical dysplasia lesions on magnetic resonance imaging scans.<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-208232","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/208232","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=208232"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/208232\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=208232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=208232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=208232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}