{"id":209858,"date":"2025-03-27T03:02:30","date_gmt":"2025-03-27T08:02:30","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/03\/towards-a-holistic-framework-for-multimodal-llm-in-3d-brain-ct-radiology-report-generation"},"modified":"2025-03-27T03:02:30","modified_gmt":"2025-03-27T08:02:30","slug":"towards-a-holistic-framework-for-multimodal-llm-in-3d-brain-ct-radiology-report-generation","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/03\/towards-a-holistic-framework-for-multimodal-llm-in-3d-brain-ct-radiology-report-generation","title":{"rendered":"Towards a holistic framework for multimodal LLM in 3D brain CT radiology report generation"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/towards-a-holistic-framework-for-multimodal-llm-in-3d-brain-ct-radiology-report-generation2.jpg\"><\/a><\/p>\n<p>Multimodal large language models (MLLMs) hold promise for a range of medical applications. Here, the authors use MLLMs for 3D brain CT radiology report generation, demonstrating that combining anatomy-aware model fine-tuning with robust evaluation metrics establishes a comprehensive and effective framework.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Multimodal large language models (MLLMs) hold promise for a range of medical applications. Here, the authors use MLLMs for 3D brain CT radiology report generation, demonstrating that combining anatomy-aware model fine-tuning with robust evaluation metrics establishes a comprehensive and effective framework.<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-209858","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/209858","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\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=209858"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/209858\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=209858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=209858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=209858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}