{"id":4168,"date":"2026-10-01T09:00:00","date_gmt":"2026-10-01T03:30:00","guid":{"rendered":"https:\/\/martecksolutions.com\/blog\/?p=4168"},"modified":"2026-09-26T17:17:30","modified_gmt":"2026-09-26T11:47:30","slug":"%f0%9d%97%a3%f0%9d%97%bf%f0%9d%97%b2%f0%9d%97%b0%f0%9d%97%b6%f0%9d%98%80%f0%9d%97%b6%f0%9d%97%bc%f0%9d%97%bb-%f0%9d%97%b6%f0%9d%97%bb-%f0%9d%97%96%f0%9d%97%b2%f0%9d%97%b9%f0%9d%97%b9%f0%9d%98%82","status":"publish","type":"post","link":"https:\/\/martecksolutions.com\/blog\/?p=4168","title":{"rendered":"\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\uddf2\ud835\uddf9\ud835\uddf9\ud835\ude02\ud835\uddf9\ud835\uddee\ud835\uddff \ud835\uddd4\ud835\uddfb\ud835\uddee\ud835\uddf9\ud835\ude06\ud835\ude00\ud835\uddf6\ud835\ude00: \ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\uddd4\ud835\uddf0\ud835\uddf0\ud835\ude02\ud835\uddff\ud835\uddee\ud835\ude01\ud835\uddf2 \ud835\uddd6\ud835\uddf2\ud835\uddf9\ud835\uddf9 \ud835\udddf\ud835\uddee\ud835\uddef\ud835\uddf2\ud835\uddf9\ud835\uddf9\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\udde0\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Accurate identification and quantification of positive cells are essential for reliable pathology research, diagnostics, and clinical studies.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud835\uddde\ud835\uddf2\ud835\ude06 \ud835\uddef\ud835\uddf2\ud835\uddfb\ud835\uddf2\ud835\uddf3\ud835\uddf6\ud835\ude01\ud835\ude00:<br>\u2705 <strong>Accurate Cell Identification<\/strong> \u2013 Clearly distinguish positive and negative cells for consistent analysis.<br>\u2705 <strong>Reliable Quantification<\/strong> \u2013 Support precise cell counts and measurements across slides.<br>\u2705 <strong>Consistent Labelling<\/strong> \u2013 Apply defined annotation criteria across large volumes of medical images.<br>\u2705 <strong>Better Clinical Insights<\/strong> \u2013 High-quality annotations can support research, diagnostic development, and treatment-related studies.<\/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:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At <strong>MarTeck Solutions<\/strong>, we provide <strong>manual medical annotation and labelling performed by trained experts and supported by medical professionals<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Our services can help with:<\/strong><br>\ud83d\udd39Positive-cell identification and classification<br>\ud83d\udd39Cell-level and region-level annotation<br>\ud83d\udd39Pathology and whole-slide image labelling<br>\ud83d\udd39Precise cell quantification support<br>\ud83d\udd39Multi-level quality checks for consistent results<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When cellular details matter, <strong>human expertise and careful annotation make a difference.<\/strong><\/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\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Accurate identification and quantification of positive cells are essential for reliable pathology research, diagnostics, and clinical studies. \ud835\uddde\ud835\uddf2\ud835\ude06 \ud835\uddef\ud835\uddf2\ud835\uddfb\ud835\uddf2\ud835\uddf3\ud835\uddf6\ud835\ude01\ud835\ude00:\u2705 Accurate Cell Identification \u2013 Clearly distinguish positive and negative cells for consistent analysis.\u2705 Reliable Quantification \u2013 Support precise cell counts and measurements across slides.\u2705 Consistent Labelling \u2013 Apply defined annotation criteria across large volumes of medical &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/martecksolutions.com\/blog\/?p=4168\"> <span class=\"screen-reader-text\">\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\uddf2\ud835\uddf9\ud835\uddf9\ud835\ude02\ud835\uddf9\ud835\uddee\ud835\uddff \ud835\uddd4\ud835\uddfb\ud835\uddee\ud835\uddf9\ud835\ude06\ud835\ude00\ud835\uddf6\ud835\ude00: \ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\uddd4\ud835\uddf0\ud835\uddf0\ud835\ude02\ud835\uddff\ud835\uddee\ud835\ude01\ud835\uddf2 \ud835\uddd6\ud835\uddf2\ud835\uddf9\ud835\uddf9 \ud835\udddf\ud835\uddee\ud835\uddef\ud835\uddf2\ud835\uddf9\ud835\uddf9\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\udde0\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":4169,"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-4168","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-26-2026-05_17_08-PM.png","uagb_featured_image_src":{"full":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_17_08-PM.png",1672,941,false],"thumbnail":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_17_08-PM-150x150.png",150,150,true],"medium":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_17_08-PM-300x169.png",300,169,true],"medium_large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_17_08-PM-768x432.png",768,432,true],"large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_17_08-PM-1024x576.png",1024,576,true],"1536x1536":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_17_08-PM-1536x864.png",1536,864,true],"2048x2048":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_17_08-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 and quantification of positive cells are essential for reliable pathology research, diagnostics, and clinical studies. \ud835\uddde\ud835\uddf2\ud835\ude06 \ud835\uddef\ud835\uddf2\ud835\uddfb\ud835\uddf2\ud835\uddf3\ud835\uddf6\ud835\ude01\ud835\ude00:\u2705 Accurate Cell Identification \u2013 Clearly distinguish positive and negative cells for consistent analysis.\u2705 Reliable Quantification \u2013 Support precise cell counts and measurements across slides.\u2705 Consistent Labelling \u2013 Apply defined annotation criteria across large volumes of medical&hellip;","_links":{"self":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4168","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=4168"}],"version-history":[{"count":1,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4168\/revisions"}],"predecessor-version":[{"id":4170,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4168\/revisions\/4170"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/media\/4169"}],"wp:attachment":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4168"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4168"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4168"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}