{"id":4146,"date":"2026-09-23T09:00:00","date_gmt":"2026-09-23T03:30:00","guid":{"rendered":"https:\/\/martecksolutions.com\/blog\/?p=4146"},"modified":"2026-09-19T17:07:00","modified_gmt":"2026-09-19T11:37:00","slug":"%f0%9d%97%a0%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%bc%f0%9d%98%81%f0%9d%97%b6%f0%9d%97%b0-%f0%9d%97%99%f0%9d%97%b6%f0%9d%97%b4%f0%9d%98%82%f0%9d%97%bf%f0%9d%97%b2-%f0%9d%97%97%f0%9d%97%b2%f0%9d%98%81","status":"publish","type":"post","link":"https:\/\/martecksolutions.com\/blog\/?p=4146","title":{"rendered":"\ud835\udde0\ud835\uddf6\ud835\ude01\ud835\uddfc\ud835\ude01\ud835\uddf6\ud835\uddf0 \ud835\uddd9\ud835\uddf6\ud835\uddf4\ud835\ude02\ud835\uddff\ud835\uddf2 \ud835\uddd7\ud835\uddf2\ud835\ude01\ud835\uddf2\ud835\uddf0\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb: \ud835\udde3\ud835\uddff\ud835\uddf2\ud835\uddf0\ud835\uddf6\ud835\ude00\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\uddf6\ud835\uddfb \ud835\uddd6\ud835\uddee\ud835\uddfb\ud835\uddf0\ud835\uddf2\ud835\uddff \ud835\udde3\ud835\uddee\ud835\ude01\ud835\uddf5\ud835\uddfc\ud835\uddf9\ud835\uddfc\ud835\uddf4\ud835\ude06"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Accurate identification of mitotic figures plays an important role in tumor grading, cancer assessment, and pathology research. Consistent, clinically relevant annotations can help AI systems perform more reliably.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\udde0\ud835\uddf6\ud835\ude01\ud835\uddfc\ud835\ude01\ud835\uddf6\ud835\uddf0 \ud835\uddd9\ud835\uddf6\ud835\uddf4\ud835\ude02\ud835\uddff\ud835\uddf2 \ud835\uddd4\ud835\uddfb\ud835\uddfb\ud835\uddfc\ud835\ude01\ud835\uddee\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\udde0\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00:<br>\ud83d\udd39 Precise identification of mitotic figures in whole-slide images<br>\ud83d\udd39 Consistent labeling across large volumes of pathology images<br>\ud83d\udd39 Supports tumor grading and cancer research workflows<br>\ud83d\udd39 Helps improve the development and validation of pathology AI models<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud835\udddb\ud835\uddfc\ud835\ude04 \ud835\udde0\ud835\uddee\ud835\uddff\ud835\udde7\ud835\uddf2\ud835\uddf0\ud835\uddf8 \ud835\udde6\ud835\uddfc\ud835\uddf9\ud835\ude02\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb\ud835\ude00 \ud835\uddd6\ud835\uddee\ud835\uddfb \ud835\udddb\ud835\uddf2\ud835\uddf9\ud835\uddfd:<br>\ud83d\udd39 <strong>Manual annotation and labelling<\/strong> performed by trained medical professionals<br>\ud83d\udd39 Expert identification of mitotic figures and relevant cellular structures<br>\ud83d\udd39 Consistent, high-quality annotations with multi-level quality checks<br>\ud83d\udd39 Support for whole-slide pathology image annotation and classification<br>\ud83d\udd39 Scalable workflows for research, diagnostics, and AI development<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At <strong>MarTeck Solutions<\/strong>, we provide <strong>manual medical annotation and labelling services\u2014not AI-driven annotation<\/strong>\u2014combining clinical expertise with structured quality control to support reliable pathology workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Connect with MarTeck Solutions<\/strong> to discuss your medical annotation and labelling requirements.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Accurate identification of mitotic figures plays an important role in tumor grading, cancer assessment, and pathology research. Consistent, clinically relevant annotations can help AI systems perform more reliably. \ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\udde0\ud835\uddf6\ud835\ude01\ud835\uddfc\ud835\ude01\ud835\uddf6\ud835\uddf0 \ud835\uddd9\ud835\uddf6\ud835\uddf4\ud835\ude02\ud835\uddff\ud835\uddf2 \ud835\uddd4\ud835\uddfb\ud835\uddfb\ud835\uddfc\ud835\ude01\ud835\uddee\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\udde0\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00:\ud83d\udd39 Precise identification of mitotic figures in whole-slide images\ud83d\udd39 Consistent labeling across large volumes of pathology images\ud83d\udd39 Supports tumor grading and cancer research &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/martecksolutions.com\/blog\/?p=4146\"> <span class=\"screen-reader-text\">\ud835\udde0\ud835\uddf6\ud835\ude01\ud835\uddfc\ud835\ude01\ud835\uddf6\ud835\uddf0 \ud835\uddd9\ud835\uddf6\ud835\uddf4\ud835\ude02\ud835\uddff\ud835\uddf2 \ud835\uddd7\ud835\uddf2\ud835\ude01\ud835\uddf2\ud835\uddf0\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb: \ud835\udde3\ud835\uddff\ud835\uddf2\ud835\uddf0\ud835\uddf6\ud835\ude00\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\uddf6\ud835\uddfb \ud835\uddd6\ud835\uddee\ud835\uddfb\ud835\uddf0\ud835\uddf2\ud835\uddff \ud835\udde3\ud835\uddee\ud835\ude01\ud835\uddf5\ud835\uddfc\ud835\uddf9\ud835\uddfc\ud835\uddf4\ud835\ude06<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":4147,"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":[94,8,95,22],"tags":[27,17,12,26,24],"class_list":["post-4146","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-image-annotation","category-marteck-solutions","category-medical-annotation","tag-ai-ml","tag-healthcare","tag-image-annotation","tag-marteck-solutions","tag-medical-annotation"],"jetpack_featured_media_url":"https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_06_32-PM.png","uagb_featured_image_src":{"full":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_06_32-PM.png",1672,940,false],"thumbnail":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_06_32-PM-150x150.png",150,150,true],"medium":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_06_32-PM-300x169.png",300,169,true],"medium_large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_06_32-PM-768x432.png",768,432,true],"large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_06_32-PM-1024x576.png",1024,576,true],"1536x1536":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_06_32-PM-1536x864.png",1536,864,true],"2048x2048":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_06_32-PM.png",1672,940,false]},"uagb_author_info":{"display_name":"Rahul Paith","author_link":"https:\/\/martecksolutions.com\/blog\/?author=1"},"uagb_comment_info":0,"uagb_excerpt":"Accurate identification of mitotic figures plays an important role in tumor grading, cancer assessment, and pathology research. Consistent, clinically relevant annotations can help AI systems perform more reliably. \ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\udde0\ud835\uddf6\ud835\ude01\ud835\uddfc\ud835\ude01\ud835\uddf6\ud835\uddf0 \ud835\uddd9\ud835\uddf6\ud835\uddf4\ud835\ude02\ud835\uddff\ud835\uddf2 \ud835\uddd4\ud835\uddfb\ud835\uddfb\ud835\uddfc\ud835\ude01\ud835\uddee\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\udde0\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00:\ud83d\udd39 Precise identification of mitotic figures in whole-slide images\ud83d\udd39 Consistent labeling across large volumes of pathology images\ud83d\udd39 Supports tumor grading and cancer research&hellip;","_links":{"self":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4146","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=4146"}],"version-history":[{"count":1,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4146\/revisions"}],"predecessor-version":[{"id":4148,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4146\/revisions\/4148"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/media\/4147"}],"wp:attachment":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4146"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4146"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4146"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}