{"id":8279,"date":"2025-08-22T09:14:04","date_gmt":"2025-08-22T07:14:04","guid":{"rendered":"https:\/\/www.isrec.ch\/?post_type=recherche&#038;p=8279"},"modified":"2026-03-17T11:14:17","modified_gmt":"2026-03-17T10:14:17","slug":"diagnostics-of-a-rare-lymphoma-through-integrative-ai-prof-davide-rossi-ior-usi-prof-luca-mazzucchelli-eoc-and-prof-alessandro-giusti-supsi","status":"publish","type":"recherche","link":"https:\/\/www.isrec.ch\/en\/research\/diagnostics-of-a-rare-lymphoma-through-integrative-ai-prof-davide-rossi-ior-usi-prof-luca-mazzucchelli-eoc-and-prof-alessandro-giusti-supsi\/","title":{"rendered":"<strong>Improving Lymphoma diagnosis<\/strong> &#8211; Prof. Davide Rossi (IOR\/USI), Prof. Luca Mazzucchelli (EOC) and Prof. Alessandro Giusti (SUPSI)"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Diagnostics of a rare lymphoma through integrative AI<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\"><em>Transforming the Diagnostics of Nodal Marginal Zone Lymphomas by Integrating Digital Pathology, Molecular Biology, and Artificial Intelligence<\/em><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1810\" height=\"1048\" src=\"https:\/\/www.isrec.ch\/app\/uploads\/2025\/08\/Screenshot-2025-08-22-at-13.00.37-2.png\" alt=\"\" class=\"wp-image-8390\" srcset=\"https:\/\/www.isrec.ch\/app\/uploads\/2025\/08\/Screenshot-2025-08-22-at-13.00.37-2.png 1810w, https:\/\/www.isrec.ch\/app\/uploads\/2025\/08\/Screenshot-2025-08-22-at-13.00.37-2-300x174.png 300w, https:\/\/www.isrec.ch\/app\/uploads\/2025\/08\/Screenshot-2025-08-22-at-13.00.37-2-1024x593.png 1024w, https:\/\/www.isrec.ch\/app\/uploads\/2025\/08\/Screenshot-2025-08-22-at-13.00.37-2-768x445.png 768w, https:\/\/www.isrec.ch\/app\/uploads\/2025\/08\/Screenshot-2025-08-22-at-13.00.37-2-1536x889.png 1536w, https:\/\/www.isrec.ch\/app\/uploads\/2025\/08\/Screenshot-2025-08-22-at-13.00.37-2-500x290.png 500w\" sizes=\"auto, (max-width: 1810px) 100vw, 1810px\" \/><\/figure>\n\n\n\n<p>Nodal marginal zone lymphoma (NMZL) is a rare and difficult to diagnose B-cell malignancy that is often wrongly diagnosed. The applicants propose a digital pathology approach that they hope surpasses expert pathologists in correctly diagnosing NMZL. They will use deep learning to integrate imaging, clinical and molecular data, generating a classifier that will allow clinicians to upload their whole slide scans and get a correct NMZL diagnosis. Based on 900 cases, samples and data obtained across Europe, they hope to provide a clinically applicable, yet technically sophisticated way to identify a rare lymphoma subtype.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Lymphome - Projet TANDEM 2025\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/kzh_YQ_Kg6s?list=PLoenJlsXpAeOR8xvFTSiJBNzVPDwiesLb\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"featured_media":0,"template":"","cat-recherche":[110],"class_list":["post-8279","recherche","type-recherche","status-publish","hentry","cat-recherche-tandem-2025-en"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.isrec.ch\/en\/wp-json\/wp\/v2\/recherche\/8279","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.isrec.ch\/en\/wp-json\/wp\/v2\/recherche"}],"about":[{"href":"https:\/\/www.isrec.ch\/en\/wp-json\/wp\/v2\/types\/recherche"}],"wp:attachment":[{"href":"https:\/\/www.isrec.ch\/en\/wp-json\/wp\/v2\/media?parent=8279"}],"wp:term":[{"taxonomy":"cat-recherche","embeddable":true,"href":"https:\/\/www.isrec.ch\/en\/wp-json\/wp\/v2\/cat-recherche?post=8279"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}