{"id":4368,"date":"2021-09-13T08:16:50","date_gmt":"2021-09-13T08:16:50","guid":{"rendered":"https:\/\/www.saince.com\/?p=4368"},"modified":"2023-04-28T09:41:29","modified_gmt":"2023-04-28T13:41:29","slug":"deep-learning-model-automates-brain-tumor-classification","status":"publish","type":"post","link":"https:\/\/www.saince.com\/blog\/deep-learning-model-automates-brain-tumor-classification\/","title":{"rendered":"Deep learning model automates brain tumor classification"},"content":{"rendered":"<p dir=\"ltr\"><span style=\"font-weight: 400\">Recently, scientists from the US developed a model capable of classifying numerous intracranial tumour types without the need for a scalpel. The model, called a convolutional neural network (CNN), uses deep learning \u2013 a type of machine learning algorithm found in image recognition software \u2013 to recognize these tumours in MR images, based on hierarchical features such as location and morphology. The team\u2019s CNN could accurately classify several brain cancers with no manual interaction.<\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-weight: 400\">This network is the first step toward developing an artificial intelligence-augmented radiology workflow that can support image interpretation by providing quantitative information and statistics<\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-weight: 400\">Read more:<\/span><a href=\"https:\/\/physicsworld.com\/a\/deep-learning-model-automates-brain-tumour-classification\/\"><span style=\"font-weight: 400\">\u00a0 https:\/\/physicsworld.com\/a\/deep-learning-model-automates-brain-tumour-classification\/<\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Recently, scientists from the US developed a model capable of classifying numerous intracranial tumour types without the need for a scalpel. The model, called a convolutional neural network (CNN), uses deep learning \u2013 a type of machine learning algorithm found in image recognition software \u2013 to recognize these tumours in MR images, based on hierarchical [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[45],"tags":[],"class_list":["post-4368","post","type-post","status-publish","format-standard","hentry","category-radiology-updates"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.13 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Deep learning model automates brain tumor classification -<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.saince.com\/blog\/deep-learning-model-automates-brain-tumor-classification\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep learning model automates brain tumor classification -\" \/>\n<meta property=\"og:description\" content=\"Recently, scientists from the US developed a model capable of classifying numerous intracranial tumour types without the need for a scalpel. The model, called a convolutional neural network (CNN), uses deep learning \u2013 a type of machine learning algorithm found in image recognition software \u2013 to recognize these tumours in MR images, based on hierarchical [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.saince.com\/blog\/deep-learning-model-automates-brain-tumor-classification\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-09-13T08:16:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-04-28T13:41:29+00:00\" \/>\n<meta name=\"author\" content=\"Raghu Vir\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Raghu Vir\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" 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