{"id":4171,"date":"2026-10-02T09:00:00","date_gmt":"2026-10-02T03:30:00","guid":{"rendered":"https:\/\/martecksolutions.com\/blog\/?p=4171"},"modified":"2026-09-26T17:26:59","modified_gmt":"2026-09-26T11:56:59","slug":"%f0%9d%97%98%f0%9d%97%bb%f0%9d%97%b5%f0%9d%97%ae%f0%9d%97%bb%f0%9d%97%b0%f0%9d%97%b6%f0%9d%97%bb%f0%9d%97%b4-%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","status":"publish","type":"post","link":"https:\/\/martecksolutions.com\/blog\/?p=4171","title":{"rendered":"\ud835\uddd8\ud835\uddfb\ud835\uddf5\ud835\uddee\ud835\uddfb\ud835\uddf0\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\udddb\ud835\uddf6\ud835\ude00\ud835\ude01\ud835\uddfc\ud835\uddfd\ud835\uddee\ud835\ude01\ud835\uddf5\ud835\uddfc\ud835\uddf9\ud835\uddfc\ud835\uddf4\ud835\ude06 \ud835\ude04\ud835\uddf6\ud835\ude01\ud835\uddf5 \ud835\udddc\ud835\uddfb\ud835\uddf3\ud835\uddf9\ud835\uddee\ud835\uddfa\ud835\uddfa\ud835\uddee\ud835\ude01\ud835\uddfc\ud835\uddff\ud835\ude06 \ud835\uddd6\ud835\uddf2\ud835\uddf9\ud835\uddf9 \ud835\uddd4\ud835\uddfb\ud835\uddfb\ud835\uddfc\ud835\ude01\ud835\uddee\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Accurate identification of inflammatory cells such as <strong>lymphocytes, neutrophils, and macrophages<\/strong> plays an important role in histopathology research and disease assessment.<\/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\uddd4\ud835\uddff\ud835\uddf2\ud835\uddee\ud835\ude00:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 Precise identification and annotation of inflammatory cells in whole-slide images<br>\u2022 Detailed cell-level labelling to capture subtle morphological differences<br>\u2022 Consistent annotations to support pathology research and AI model development<br>\u2022 Expert review to maintain accuracy across complex histopathology cases<\/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\">MarTeck Solutions provides <strong>manual, human-led medical annotation and labelling<\/strong>, performed with clinical expertise rather than AI-driven annotation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Our team can support:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 Inflammatory cell identification and classification<br>\u2705 Cell-level annotation and segmentation<br>\u2705 Histopathology and whole-slide image annotation<br>\u2705 Disease- and morphology-specific labelling<br>\u2705 Multi-level quality checks and expert review<br>\u2705 Scalable support for medical research and AI development<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With <strong>7+ years of expertise<\/strong> in medical annotation and labelling, MarTeck Solutions helps healthcare and life-science teams obtain <strong>consistent, clinically informed annotations<\/strong> for complex pathology applications.<\/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 histopathology annotation and labelling requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Accurate identification of inflammatory cells such as lymphocytes, neutrophils, and macrophages plays an important role in histopathology research and disease assessment. \ud835\uddde\ud835\uddf2\ud835\ude06 \ud835\uddd4\ud835\uddff\ud835\uddf2\ud835\uddee\ud835\ude00: \u2022 Precise identification and annotation of inflammatory cells in whole-slide images\u2022 Detailed cell-level labelling to capture subtle morphological differences\u2022 Consistent annotations to support pathology research and AI model development\u2022 Expert review to &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/martecksolutions.com\/blog\/?p=4171\"> <span class=\"screen-reader-text\">\ud835\uddd8\ud835\uddfb\ud835\uddf5\ud835\uddee\ud835\uddfb\ud835\uddf0\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\udddb\ud835\uddf6\ud835\ude00\ud835\ude01\ud835\uddfc\ud835\uddfd\ud835\uddee\ud835\ude01\ud835\uddf5\ud835\uddfc\ud835\uddf9\ud835\uddfc\ud835\uddf4\ud835\ude06 \ud835\ude04\ud835\uddf6\ud835\ude01\ud835\uddf5 \ud835\udddc\ud835\uddfb\ud835\uddf3\ud835\uddf9\ud835\uddee\ud835\uddfa\ud835\uddfa\ud835\uddee\ud835\ude01\ud835\uddfc\ud835\uddff\ud835\ude06 \ud835\uddd6\ud835\uddf2\ud835\uddf9\ud835\uddf9 \ud835\uddd4\ud835\uddfb\ud835\uddfb\ud835\uddfc\ud835\ude01\ud835\uddee\ud835\ude01\ud835\uddf6\ud835\uddfc\ud835\uddfb<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":4172,"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-4171","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_26_03-PM.png","uagb_featured_image_src":{"full":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_26_03-PM.png",1672,941,false],"thumbnail":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_26_03-PM-150x150.png",150,150,true],"medium":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_26_03-PM-300x169.png",300,169,true],"medium_large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_26_03-PM-768x432.png",768,432,true],"large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_26_03-PM-1024x576.png",1024,576,true],"1536x1536":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_26_03-PM-1536x864.png",1536,864,true],"2048x2048":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-26-2026-05_26_03-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 inflammatory cells such as lymphocytes, neutrophils, and macrophages plays an important role in histopathology research and disease assessment. \ud835\uddde\ud835\uddf2\ud835\ude06 \ud835\uddd4\ud835\uddff\ud835\uddf2\ud835\uddee\ud835\ude00: \u2022 Precise identification and annotation of inflammatory cells in whole-slide images\u2022 Detailed cell-level labelling to capture subtle morphological differences\u2022 Consistent annotations to support pathology research and AI model development\u2022 Expert review to&hellip;","_links":{"self":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4171","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=4171"}],"version-history":[{"count":1,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4171\/revisions"}],"predecessor-version":[{"id":4173,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4171\/revisions\/4173"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/media\/4172"}],"wp:attachment":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4171"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4171"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}