{"id":4178,"date":"2026-10-05T09:00:00","date_gmt":"2026-10-05T03:30:00","guid":{"rendered":"https:\/\/martecksolutions.com\/blog\/?p=4178"},"modified":"2026-10-03T17:16:51","modified_gmt":"2026-10-03T11:46:51","slug":"%f0%9d%97%a8%f0%9d%97%bb%f0%9d%97%b9%f0%9d%97%bc%f0%9d%97%b0%f0%9d%97%b8%f0%9d%97%b6%f0%9d%97%bb%f0%9d%97%b4-%f0%9d%97%9a%f0%9d%97%b2%f0%9d%97%bb%f0%9d%97%b2%f0%9d%98%81%f0%9d%97%b6%f0%9d%97%b0","status":"publish","type":"post","link":"https:\/\/martecksolutions.com\/blog\/?p=4178","title":{"rendered":"\ud835\udde8\ud835\uddfb\ud835\uddf9\ud835\uddfc\ud835\uddf0\ud835\uddf8\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\uddda\ud835\uddf2\ud835\uddfb\ud835\uddf2\ud835\ude01\ud835\uddf6\ud835\uddf0 \ud835\udddc\ud835\uddfb\ud835\ude00\ud835\uddf6\ud835\uddf4\ud835\uddf5\ud835\ude01\ud835\ude00 \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\udde3\ud835\uddff\ud835\uddf2\ud835\uddf0\ud835\uddf6\ud835\ude00\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\udde0\ud835\uddf2\ud835\uddf1\ud835\uddf6\ud835\uddf0\ud835\uddf6\ud835\uddfb\ud835\uddf2"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Precision medicine increasingly connects <strong>medical imaging with molecular and genetic information<\/strong> such as MSI (Microsatellite Instability) status. Accurate clinical annotation can help researchers investigate these relationships and identify meaningful imaging biomarkers.<\/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:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Imaging\u2013Genomic Correlation:<\/strong> Connect imaging characteristics with relevant molecular findings.<\/li>\n\n\n\n<li><strong>Precision Oncology:<\/strong> Support research into patient-specific disease characteristics and treatment strategies.<\/li>\n\n\n\n<li><strong>Clinical Research:<\/strong> Create consistently labeled imaging information for biomarker and outcome studies.<\/li>\n\n\n\n<li><strong>Biomarker Discovery:<\/strong> Help researchers examine relationships between radiological features and genetic profiles.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\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<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>MarTeck Solutions<\/strong> provides <strong>manual, human-led medical annotation and labeling<\/strong>, supporting oncology and precision-medicine research with carefully reviewed medical imaging annotations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Our services can support:<\/strong><br>\u2705 Lesion and tumor annotation<br>\u2705 2D\/3D segmentation and classification<br>\u2705 Tumor location, size, shape, and boundary labeling<br>\u2705 Radiology image annotation across CT, MRI, PET, mammography, and more<br>\u2705 Expert-reviewed annotation workflows for research and clinical applications<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By combining <strong>manual annotation with expert medical review and quality checks<\/strong>, MarTeck Solutions helps transform complex medical images into structured, clinically meaningful information for research.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Looking to strengthen your medical imaging and precision-medicine research?<\/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 annotation and labeling requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Precision medicine increasingly connects medical imaging with molecular and genetic information such as MSI (Microsatellite Instability) status. Accurate clinical annotation can help researchers investigate these relationships and identify meaningful imaging biomarkers. \ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\uddf6\ud835\ude01 \ud835\uddfa\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00: \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 MarTeck Solutions provides manual, human-led medical annotation and labeling, supporting oncology and precision-medicine research with carefully &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/martecksolutions.com\/blog\/?p=4178\"> <span class=\"screen-reader-text\">\ud835\udde8\ud835\uddfb\ud835\uddf9\ud835\uddfc\ud835\uddf0\ud835\uddf8\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\uddda\ud835\uddf2\ud835\uddfb\ud835\uddf2\ud835\ude01\ud835\uddf6\ud835\uddf0 \ud835\udddc\ud835\uddfb\ud835\ude00\ud835\uddf6\ud835\uddf4\ud835\uddf5\ud835\ude01\ud835\ude00 \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\udde3\ud835\uddff\ud835\uddf2\ud835\uddf0\ud835\uddf6\ud835\ude00\ud835\uddf6\ud835\uddfc\ud835\uddfb \ud835\udde0\ud835\uddf2\ud835\uddf1\ud835\uddf6\ud835\uddf0\ud835\uddf6\ud835\uddfb\ud835\uddf2<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":4179,"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":[94,8,95,22,1],"tags":[27,17,12,26,24],"class_list":["post-4178","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-image-annotation","category-marteck-solutions","category-medical-annotation","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\/10\/From-Medical-Imaging-to-Precision-Medicine.png","uagb_featured_image_src":{"full":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/10\/From-Medical-Imaging-to-Precision-Medicine.png",1672,941,false],"thumbnail":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/10\/From-Medical-Imaging-to-Precision-Medicine-150x150.png",150,150,true],"medium":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/10\/From-Medical-Imaging-to-Precision-Medicine-300x169.png",300,169,true],"medium_large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/10\/From-Medical-Imaging-to-Precision-Medicine-768x432.png",768,432,true],"large":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/10\/From-Medical-Imaging-to-Precision-Medicine-1024x576.png",1024,576,true],"1536x1536":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/10\/From-Medical-Imaging-to-Precision-Medicine-1536x864.png",1536,864,true],"2048x2048":["https:\/\/martecksolutions.com\/blog\/wp-content\/uploads\/2026\/10\/From-Medical-Imaging-to-Precision-Medicine.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":"Precision medicine increasingly connects medical imaging with molecular and genetic information such as MSI (Microsatellite Instability) status. Accurate clinical annotation can help researchers investigate these relationships and identify meaningful imaging biomarkers. \ud835\uddea\ud835\uddf5\ud835\ude06 \ud835\uddf6\ud835\ude01 \ud835\uddfa\ud835\uddee\ud835\ude01\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\ude00: \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 MarTeck Solutions provides manual, human-led medical annotation and labeling, supporting oncology and precision-medicine research with carefully&hellip;","_links":{"self":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4178","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=4178"}],"version-history":[{"count":1,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4178\/revisions"}],"predecessor-version":[{"id":4180,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4178\/revisions\/4180"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/media\/4179"}],"wp:attachment":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4178"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4178"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4178"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}