{"id":2803,"date":"2022-06-20T17:49:22","date_gmt":"2022-06-20T12:19:22","guid":{"rendered":"https:\/\/martecksolutions.com\/blog\/?p=2803"},"modified":"2022-06-20T17:50:48","modified_gmt":"2022-06-20T12:20:48","slug":"overview-of-medical-image-annotation-2","status":"publish","type":"post","link":"https:\/\/martecksolutions.com\/blog\/?p=2803","title":{"rendered":"Overview of Medical Image Annotation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2803\" class=\"elementor elementor-2803\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-910fc77 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"910fc77\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e0f41ca\" data-id=\"e0f41ca\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4546466 elementor-widget elementor-widget-text-editor\" data-id=\"4546466\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 05-08-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>With the rise in advancements in computer vision-based ML models, AI has become highly prevalent today. When there is more utility of training data with the ML algorithm, there will be more options that simplify the process of predicting the results accurately in several cases for the healthcare industry.<\/p><p>The annotated medical images are put to good use to detect the ailments in the body through machines. This helps in making the training data more productive and useful. Medical image annotation is used to form such data with a high level of precision. Medical image annotation involves the process to label the imaging data such as CT scan, MRI and Ultrasound for ML training. This process plays a crucial role in the telemedicine sector.<\/p><p><strong>Image Annotation &amp; Its Role in AI Health Sector<\/strong><\/p><p>Image annotation helps to identify different types of illnesses with the help of AI-driven machines, computer systems and devices. The process offers the data to the learning algorithms and hence the model plays the role of a user to check for such illnesses when there are similar images placed on the system. Whether it is a minor bone fracture or a life-threatening disease such as cancer, image annotation helps in detecting maladies with accuracy.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>With the rise in advancements in computer vision-based ML models, AI has become highly prevalent today. When there is more utility of training data with the ML algorithm, there will be more options that simplify the process of predicting the results accurately in several cases for the healthcare industry. The annotated medical images are put &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/martecksolutions.com\/blog\/?p=2803\"> <span class=\"screen-reader-text\">Overview of Medical Image Annotation<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":2615,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[94,8,95,96,22],"tags":[27,12,26,97,24],"class_list":["post-2803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-image-annotation","category-marteck-solutions","category-martecksolutions","category-medical-annotation","tag-ai-ml","tag-image-annotation","tag-marteck-solutions","tag-martecksolutions","tag-medical-annotation"],"jetpack_featured_media_url":"https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2022\/03\/AdobeStock_170211139-2-scaled.jpeg","uagb_featured_image_src":{"full":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2022\/03\/AdobeStock_170211139-2-scaled.jpeg",2560,1707,false],"thumbnail":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2022\/03\/AdobeStock_170211139-2-150x150.jpeg",150,150,true],"medium":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2022\/03\/AdobeStock_170211139-2-300x200.jpeg",300,200,true],"medium_large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2022\/03\/AdobeStock_170211139-2-768x512.jpeg",768,512,true],"large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2022\/03\/AdobeStock_170211139-2-1024x683.jpeg",1024,683,true],"1536x1536":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2022\/03\/AdobeStock_170211139-2-1536x1024.jpeg",1536,1024,true],"2048x2048":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2022\/03\/AdobeStock_170211139-2-2048x1365.jpeg",2048,1365,true]},"uagb_author_info":{"display_name":"Rahul Paith","author_link":"https:\/\/martecksolutions.com\/blog\/?author=1"},"uagb_comment_info":0,"uagb_excerpt":"With the rise in advancements in computer vision-based ML models, AI has become highly prevalent today. When there is more utility of training data with the ML algorithm, there will be more options that simplify the process of predicting the results accurately in several cases for the healthcare industry. The annotated medical images are put&hellip;","_links":{"self":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2803","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2803"}],"version-history":[{"count":4,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2803\/revisions"}],"predecessor-version":[{"id":2807,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2803\/revisions\/2807"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/media\/2615"}],"wp:attachment":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}