{"id":1943,"date":"2022-06-17T14:14:40","date_gmt":"2022-06-17T14:14:40","guid":{"rendered":"https:\/\/www.community.deib.polimi.it\/?p=1943"},"modified":"2022-06-28T14:19:16","modified_gmt":"2022-06-28T14:19:16","slug":"intelligenza-artificiale-e-diagnostica-per-immagini","status":"publish","type":"post","link":"https:\/\/www.community.deib.polimi.it\/en\/intelligenza-artificiale-e-diagnostica-per-immagini\/","title":{"rendered":"Artificial Intelligence and Diagnostic Imaging"},"content":{"rendered":"
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News<\/h1>\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
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\n\t\t\t\t\t\t\t\t\n\t\t\t\tArtificial Intelligence and Diagnostic Imaging \n\t\t\t<\/h2> \n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\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
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Ikonisys<\/b>, a company specializing in the early and accurate detection of cancer, and the Department of Electronics, Information and Bioengineering of the Politecnico di Milano signed a research contract to initiate a project to bear on the challenging problem of identifying specific cells in complex tissues through designing, training and deployment of a deep learning model able to detect them<\/b>.<\/p>

Prof. Giacomo Boracchi<\/b> will lead the research bringing his expertise in image processing<\/b> and machine learning<\/b>. In particular, the approach will aim to recognize clinically relevant cells of specific types in darkfield images of lung tissue acquired from the Ikoniscope20. Segmentation of single cell nuclei is a frequent challenge of microscopy image processing, often being the first step of many quantitative data analysis pipelines.<\/p>

The ongoing collaboration will allow Ikonisys to further enhance its advanced image analysis capabilities and to accelerate the development of the Ikoniscope AI project with the implementation of deep learning models and novel state-of-art techniques into the instrument\u2019s workflow, leading to the development of new applications or enhancement of the existing ones, especially in the most challenging fields such as circulating tumor cells<\/b>.<\/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

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Do you want to stay updated on all the research activities<\/strong>, events<\/strong> and other initiatives<\/strong> taking place at the Dipartimento di Elettronica, Informazione e Bioingegneria of the Politecnico di Milano? Subscribe to the DEIB Community newsletter!<\/strong><\/p><\/div><\/div><\/div><\/div>\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

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Newsletter<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Do you want to stay updated on all the research activities<\/strong>, events<\/strong> and other initiatives<\/strong> taking place at the Dipartimento di Elettronica, Informazione e Bioingegneria of the Politecnico di Milano? Subscribe to the DEIB Community newsletter!<\/strong><\/p><\/div><\/div><\/div><\/div>\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

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tSubscribe!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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>","protected":false},"excerpt":{"rendered":"

Ikonisys, azienda specializzata nella diagnosi precoce e accurata dei tumori, e il Dipartimento di Elettronica, Informazione e Bioingegneria del Politecnico di Milano hanno firmato un contratto di ricerca per dare inizio a un progetto che affronta il difficile problema dell’identificazione di cellule specifiche in tessuti complessi attraverso la progettazione, l\u2019addestramento e l\u2019impiego di un modello di deep learning in grado di rilevarle.<\/p>\n

Read more<\/a><\/p>","protected":false},"author":2,"featured_media":1945,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1943","post","type-post","status-publish","format-standard","has-post-thumbnail","category-news"],"_links":{"self":[{"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/posts\/1943","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/comments?post=1943"}],"version-history":[{"count":5,"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/posts\/1943\/revisions"}],"predecessor-version":[{"id":1949,"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/posts\/1943\/revisions\/1949"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/media\/1945"}],"wp:attachment":[{"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/media?parent=1943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/categories?post=1943"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.community.deib.polimi.it\/en\/wp-json\/wp\/v2\/tags?post=1943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}