{"id":126289,"date":"2025-06-10T12:20:50","date_gmt":"2025-06-10T10:20:50","guid":{"rendered":"https:\/\/ibecbarcelona.eu\/event\/net-ai-workshop-3-deep-learning-for-biomedical-applications-fundamentals-trustworthiness-and-explainability\/"},"modified":"2025-06-11T09:22:42","modified_gmt":"2025-06-11T07:22:42","slug":"net-ai-workshop-3-deep-learning-for-biomedical-applications-fundamentals-trustworthiness-and-explainability","status":"publish","type":"tribe_events","link":"https:\/\/ibecbarcelona.eu\/ca\/event\/net-ai-workshop-3-deep-learning-for-biomedical-applications-fundamentals-trustworthiness-and-explainability\/","title":{"rendered":"NET-AI. Workshop 3: &#8220;Deep learning for biomedical applications: fundamentals, trustworthiness and explainability&#8221;"},"content":{"rendered":"<p><span data-contrast=\"auto\">This third workshop will focus on Deep Learning. It will start with an introductory session where the fundamental concepts of the subject will be presented, which will then be put into practice during a hands-on activity focused on biomedical imaging. Then, two more sessions with international speakers will address critical issues such as trustworthiness and explainability of these models, two crucial aspects in the biomedical field.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Schedule programme<\/span><\/b><span data-contrast=\"auto\">:\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">9:40 \u2013 Registration\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">9:50 \u2013 Welcome from Network Coordinator<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">10:00 \u2013 Invited national speaker: <\/span><strong><span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"https:\/\/scholar.google.es\/citations?user=p_MCjd4AAAAJ&amp;hl=en\">Petia Radeva<\/a><\/span><\/strong><span data-contrast=\"auto\"><span style=\"color: #000000;\">,<\/span> University of Barcelona (UB), \u201c<\/span><i><span data-contrast=\"auto\">Deep learning &#8211; why everybody talks about it?&#8221;<\/span><\/i><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">11:00 \u2013 Coffee break<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">11:30 \u2013 Invited national speaker: <\/span><strong><span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"https:\/\/scholar.google.es\/citations?user=pnIC2PQAAAAJ&amp;hl=en\">Roser Sala-Llonch<\/a><\/span><\/strong><span data-contrast=\"auto\">, University of Barcelona, \u201c<\/span><i><span data-contrast=\"auto\">Deep Learning in Biomedical Imaging: Hands-on with Neural Networks and CNNs\u201d<\/span><\/i><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\"> <span class=\"fontSizeMedium\"><span dir=\"ltr\" lang=\"EN-GB\"><strong>Practical activity \u2013 own computer required<\/strong><\/span><\/span><\/span><\/p>\n<p><span data-contrast=\"auto\">13:30 \u2013\u00a0 Lunch\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">14:15 \u2013 Invited international speaker: <\/span><strong><span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"https:\/\/scholar.google.com\/citations?user=3KySYVQAAAAJ&amp;hl=en\">Lorin Werthen-Brabants<\/a><\/span><\/strong><span data-contrast=\"none\"><span style=\"color: #000000;\">,<\/span> Ghent University,\u00a0 <\/span><i><span data-contrast=\"auto\">\u201cTrustworthy and Reliable (Deep) Machine Learning for Healthcare\u201d<\/span><\/i><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">15:15 \u2013 <\/span><span data-contrast=\"auto\">Invited international speaker: <\/span><strong><span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"https:\/\/scholar.google.com\/citations?user=jRde2vMAAAAJ&amp;hl=en\">Aray Karjauv<\/a><\/span><\/strong><span data-contrast=\"none\"><strong>,<\/strong> University of Berlin, \u201c<\/span><i><span data-contrast=\"none\">Explainability Beyond Labels: Why We Need XAI for Self-Supervised Learning<\/span><\/i><span data-contrast=\"none\">\u201d<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">16:15 \u2013 Final remarks and closing<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>To registres click<strong><span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"https:\/\/forms.office.com\/pages\/responsepage.aspx?id=13yxN8VLc0y4uiWDJ_cI73xju0M0r8VIpvgkraQBC8tUODBPUEVCVlc3QjdNTjE2TFVCUTdHSUg2OS4u&amp;route=shorturl\"> here<\/a><\/span><\/strong><\/p>\n<p><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This third workshop will focus on Deep Learning. It will start with an introductory session where the fundamental concepts of the subject will be presented, which will then be put &#8230; <a title=\"NET-AI. Workshop 3: &#8220;Deep learning for biomedical applications: fundamentals, trustworthiness and explainability&#8221;\" class=\"read-more\" href=\"https:\/\/ibecbarcelona.eu\/ca\/event\/net-ai-workshop-3-deep-learning-for-biomedical-applications-fundamentals-trustworthiness-and-explainability\/\" aria-label=\"More on NET-AI. Workshop 3: &#8220;Deep learning for biomedical applications: fundamentals, trustworthiness and explainability&#8221;\">Read more<\/a><\/p>\n","protected":false},"author":54,"featured_media":0,"template":"","meta":{"_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[354],"class_list":["post-126289","tribe_events","type-tribe_events","status-publish","hentry","tribe_events_cat-ibec-seminar-ca","cat_ibec-seminar-ca"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>NET-AI. 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