{"id":4152,"date":"2026-09-25T09:00:00","date_gmt":"2026-09-25T03:30:00","guid":{"rendered":"https:\/\/martecksolutions.com\/blog\/?p=4152"},"modified":"2026-09-19T17:26:17","modified_gmt":"2026-09-19T11:56:17","slug":"%f0%9d%97%a6%f0%9d%98%81%f0%9d%97%bf%f0%9d%97%bc%f0%9d%97%ba%f0%9d%97%ae%f0%9d%97%b9-%f0%9d%98%83%f0%9d%98%80-%f0%9d%97%98%f0%9d%97%bd%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%b5%f0%9d%97%b2%f0%9d%97%b9","status":"publish","type":"post","link":"https:\/\/martecksolutions.com\/blog\/?p=4152","title":{"rendered":"\ud835\udde6\ud835\ude01\ud835\uddff\ud835\uddfc\ud835\uddfa\ud835\uddee\ud835\uddf9 \ud835\ude03\ud835\ude00. \ud835\uddd8\ud835\uddfd\ud835\uddf6\ud835\ude01\ud835\uddf5\ud835\uddf2\ud835\uddf9\ud835\uddf6\ud835\uddee\ud835\uddf9 \ud835\udde6\ud835\uddf2\ud835\uddf4\ud835\uddfa\ud835\uddf2\ud835\uddfb\ud835\ude01\ud835\uddee\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb: \ud835\uddd8\ud835\uddfb\ud835\uddee\ud835\uddef\ud835\uddf9\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\udde3\ud835\uddff\ud835\uddf2\ud835\uddf0\ud835\uddf6\ud835\ude00\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\uddf6\ud835\uddfb \ud835\uddd7\ud835\uddf6\ud835\uddf4\ud835\uddf6\ud835\ude01\ud835\uddee\ud835\uddf9 \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 <strong>stromal and epithelial regions<\/strong> is essential for understanding tissue architecture, tumor microenvironment, cancer research, and pathology AI workflows.<\/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\uddf6\ud835\ude01 \ud835\uddfa\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00:<br>\u2022 Clear differentiation of epithelial and stromal tissue<br>\u2022 Precise identification of tumor-associated regions<br>\u2022 Support for cancer grading, biomarker research, and disease analysis<br>\u2022 Improved consistency for pathology-focused AI development<\/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\uddf0\ud835\uddee\ud835\uddfb \ud835\uddf5\ud835\uddf2\ud835\uddf9\ud835\uddfd:<br>\u2022 <strong>Manual medical annotation and labelling<\/strong> performed by trained human annotators<br>\u2022 Expert-guided segmentation of stromal, epithelial, tumor, and other relevant tissue regions<br>\u2022 Precise polygon and pixel-level annotation for complex histopathology images<br>\u2022 Multi-level quality checks for consistency and accuracy<br>\u2022 Secure and scalable workflows for medical imaging and pathology projects<\/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>, our medical annotation and labelling services combine <strong>manual human expertise with pathology-focused quality assurance<\/strong> to help healthcare and life-science teams achieve reliable, clinically meaningful results.<\/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 <strong>digital pathology annotation and labelling<\/strong> requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Accurate identification of stromal and epithelial regions is essential for understanding tissue architecture, tumor microenvironment, cancer research, and pathology AI workflows. \ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\uddf6\ud835\ude01 \ud835\uddfa\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00:\u2022 Clear differentiation of epithelial and stromal tissue\u2022 Precise identification of tumor-associated regions\u2022 Support for cancer grading, biomarker research, and disease analysis\u2022 Improved consistency for pathology-focused AI development \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\uddf0\ud835\uddee\ud835\uddfb &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/martecksolutions.com\/blog\/?p=4152\"> <span class=\"screen-reader-text\">\ud835\udde6\ud835\ude01\ud835\uddff\ud835\uddfc\ud835\uddfa\ud835\uddee\ud835\uddf9 \ud835\ude03\ud835\ude00. \ud835\uddd8\ud835\uddfd\ud835\uddf6\ud835\ude01\ud835\uddf5\ud835\uddf2\ud835\uddf9\ud835\uddf6\ud835\uddee\ud835\uddf9 \ud835\udde6\ud835\uddf2\ud835\uddf4\ud835\uddfa\ud835\uddf2\ud835\uddfb\ud835\ude01\ud835\uddee\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb: \ud835\uddd8\ud835\uddfb\ud835\uddee\ud835\uddef\ud835\uddf9\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\udde3\ud835\uddff\ud835\uddf2\ud835\uddf0\ud835\uddf6\ud835\ude00\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\uddf6\ud835\uddfb \ud835\uddd7\ud835\uddf6\ud835\uddf4\ud835\uddf6\ud835\ude01\ud835\uddee\ud835\uddf9 \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":4153,"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":[1],"tags":[27,17,12,26,24],"class_list":["post-4152","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","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_25_21-PM.png","uagb_featured_image_src":{"full":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_25_21-PM.png",1672,941,false],"thumbnail":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_25_21-PM-150x150.png",150,150,true],"medium":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_25_21-PM-300x169.png",300,169,true],"medium_large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_25_21-PM-768x432.png",768,432,true],"large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_25_21-PM-1024x576.png",1024,576,true],"1536x1536":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_25_21-PM-1536x864.png",1536,864,true],"2048x2048":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-19-2026-05_25_21-PM.png",1672,941,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 stromal and epithelial regions is essential for understanding tissue architecture, tumor microenvironment, cancer research, and pathology AI workflows. \ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\uddf6\ud835\ude01 \ud835\uddfa\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00:\u2022 Clear differentiation of epithelial and stromal tissue\u2022 Precise identification of tumor-associated regions\u2022 Support for cancer grading, biomarker research, and disease analysis\u2022 Improved consistency for pathology-focused AI development \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\uddf0\ud835\uddee\ud835\uddfb&hellip;","_links":{"self":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4152","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=4152"}],"version-history":[{"count":1,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4152\/revisions"}],"predecessor-version":[{"id":4154,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4152\/revisions\/4154"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/media\/4153"}],"wp:attachment":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}