{"id":160499,"date":"2023-03-17T12:22:19","date_gmt":"2023-03-17T17:22:19","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/03\/new-research-suggests-ai-image-generation-using-dall-e-2-has-promising-future-in-radiology"},"modified":"2023-03-17T12:22:19","modified_gmt":"2023-03-17T17:22:19","slug":"new-research-suggests-ai-image-generation-using-dall-e-2-has-promising-future-in-radiology","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/03\/new-research-suggests-ai-image-generation-using-dall-e-2-has-promising-future-in-radiology","title":{"rendered":"New research suggests AI image generation using DALL-E 2 has promising future in radiology"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/new-research-suggests-ai-image-generation-using-dall-e-2-has-promising-future-in-radiology.jpg\"><\/a><\/p>\n<p>A new paper published in the <i>Journal of Medical Internet Research<\/i> describes how generative models such as DALL-E 2, a novel deep learning model for text-to-image generation, could represent a promising future tool for image generation, augmentation, and manipulation in health care. Do generative models have sufficient medical domain knowledge to provide accurate and useful results? Dr. Lisa C Adams and colleagues explore this topic in their latest viewpoint titled \u201cWhat Does DALL-E 2 Know About Radiology?\u201d<\/p>\n<p>First introduced by OpenAI in April 2022,<a href=\"https:\/\/openai.com\/product\/dall-e-2\"> DALL-E 2<\/a> is an artificial intelligence (AI) tool that has gained popularity for generating novel photorealistic images or artwork based on textual input. DALL-E 2\u2019s generative capabilities are powerful, as it has been trained on billions of existing text-image pairs off the internet.<\/p>\n<p>To understand whether these capabilities can be transferred to the medical domain to create or augment data, researchers from Germany and the United States examined DALL-E 2\u2019s radiological knowledge in creating and manipulating X-ray, computed tomography (CT), magnetic resonance imaging (MRI), and ultrasound images.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new paper published in the Journal of Medical Internet Research describes how generative models such as DALL-E 2, a novel deep learning model for text-to-image generation, could represent a promising future tool for image generation, augmentation, and manipulation in health care. Do generative models have sufficient medical domain knowledge to provide accurate and useful [\u2026]<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,1495,418,6],"tags":[],"class_list":["post-160499","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-health","category-internet","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/160499","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=160499"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/160499\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=160499"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=160499"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=160499"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}