{"id":26657,"date":"2022-02-22T11:50:58","date_gmt":"2022-02-22T09:50:58","guid":{"rendered":"https:\/\/irb.usi.ch\/?p=26657"},"modified":"2022-03-07T17:05:10","modified_gmt":"2022-03-07T15:05:10","slug":"cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells","status":"publish","type":"post","link":"https:\/\/irb.usi.ch\/it\/news\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\/","title":{"rendered":"CANCOL, a Computer-Assisted Annotation Tool to Facilitate Colocalization and Tracking of Immune Cells"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"26657\" class=\"elementor elementor-26657\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_ae_slider elementor-section elementor-top-section elementor-element elementor-element-637473f elementor-section-boxed elementor-section-height-default elementor-section-height-default ae-bg-gallery-type-default\" data-id=\"637473f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_ae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8ed1879 ae-bg-gallery-type-default\" data-id=\"8ed1879\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-87d4756 elementor-widget elementor-widget-text-editor\" data-id=\"87d4756\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bellinzona, February 22, 2022 &#8211; Four-dimensional imaging data obtained via two-photon intravital microscopy (2P-IVM) are classically analyzed by performing automated cell tracking, a procedure that computes the trajectories followed by each cell. Artificial intelligence (AI) methods are crucial in this analysis process. \u00a0However, AI can generate detrimental results when applied in biomedical research without considering the complexity beneath biomedical data. In this study, result of a collaboration between the <a href=\"https:\/\/irb.usi.ch\/infection-and-immunity\/\">group of Santiago Gonz\u00e1lez<\/a> at the IRB and the group of Rolf Krause at the Euler institute, we developed CANCOL: a new method based on computer-assisted annotation that facilitates the application of AI to analyze the migration and interaction of immune cells in intravital 2-photon microscopy videos.<\/p><p><strong>Article<\/strong><\/p><p><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/35181636\">CANCOL, a Computer-Assisted Annotation Tool to Facilitate Colocalization and Tracking of Immune Cells in Intravital Microscopy.<\/a><\/p><p>Pizzagalli, D. U., J. Bordini, D. Morone, A. Pulfer, P. Carrillo-Barbera, B. Thelen, K. Ceni, M. Thelen, R. Krause and S. F. Gonzalez<\/p><p>J Immunol. 2022;<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Bellinzona, February 22, 2022 &#8211; Four-dimensional imaging data obtained via two-photon intravital microscopy (2P-IVM) are classically analyzed by performing automated cell tracking, a procedure that computes the trajectories followed by each cell. Artificial intelligence (AI) methods are crucial in this analysis process. \u00a0However, AI can generate detrimental results when applied in biomedical research without considering [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":26658,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-26657","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>CANCOL, a Computer-Assisted Annotation Tool to Facilitate Colocalization and Tracking of Immune Cells - IRB USI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/irb.usi.ch\/it\/news\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"CANCOL, a Computer-Assisted Annotation Tool to Facilitate Colocalization and Tracking of Immune Cells - IRB USI\" \/>\n<meta property=\"og:description\" content=\"Bellinzona, February 22, 2022 &#8211; Four-dimensional imaging data obtained via two-photon intravital microscopy (2P-IVM) are classically analyzed by performing automated cell tracking, a procedure that computes the trajectories followed by each cell. Artificial intelligence (AI) methods are crucial in this analysis process. \u00a0However, AI can generate detrimental results when applied in biomedical research without considering [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/irb.usi.ch\/it\/news\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\/\" \/>\n<meta property=\"og:site_name\" content=\"IRB USI\" \/>\n<meta property=\"article:published_time\" content=\"2022-02-22T09:50:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-03-07T15:05:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/irb.usi.ch\/images\/Cancol_JI_Feb2022.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"576\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Maryse\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Scritto da\" \/>\n\t<meta name=\"twitter:data1\" content=\"Maryse\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/irb.usi.ch\\\/it\\\/news\\\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/irb.usi.ch\\\/it\\\/news\\\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\\\/\"},\"author\":{\"name\":\"Maryse\",\"@id\":\"https:\\\/\\\/irb.usi.ch\\\/it\\\/#\\\/schema\\\/person\\\/1bdd6a1c070b712a183ecb2684c11bc8\"},\"headline\":\"CANCOL, a Computer-Assisted Annotation Tool to Facilitate Colocalization and Tracking of Immune Cells\",\"datePublished\":\"2022-02-22T09:50:58+00:00\",\"dateModified\":\"2022-03-07T15:05:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/irb.usi.ch\\\/it\\\/news\\\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\\\/\"},\"wordCount\":170,\"publisher\":{\"@id\":\"https:\\\/\\\/irb.usi.ch\\\/it\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/irb.usi.ch\\\/it\\\/news\\\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/irb.usi.ch\\\/images\\\/Cancol_JI_Feb2022.jpg\",\"articleSection\":[\"News\"],\"inLanguage\":\"it-IT\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/irb.usi.ch\\\/it\\\/news\\\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\\\/\",\"url\":\"https:\\\/\\\/irb.usi.ch\\\/it\\\/news\\\/cancol-a-computer-assisted-annotation-tool-to-facilitate-colocalization-and-tracking-of-immune-cells\\\/\",\"name\":\"CANCOL, a Computer-Assisted Annotation Tool to Facilitate Colocalization and Tracking of Immune Cells - 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