# Event Details - **Event Name**: Machine learning in high-stake medical imaging tasks - **Event Start and End Date**: Tue, 05 May, 2026 at 01:00 pm – Tue, 05 May, 2026 at 02:00 pm (+01:00) - **Event Description**: Priberam Machine Learning Lunch SeminarAbout this EventAbstract:Medical imaging is a pillar of healthcare supporting screening, diagnosis, treatment planning and assessment, as well as follow-up. However, due to changes in acquisition systems, data shortage caused by privacy concerns, among other, developed machine learning models often lack generalizability. In this talk we will see how the invariance property of causal structures may be used to improve generalizability, covering application in tabular data obtained from images, deep learning approaches and the use of generative AI to promote such several approaches may be used for tabular data.Bio:João Santinha, PhD, is a researcher specializing in medical imaging, biomarkers, and artificial intelligence. He co-leads the Digital Surgery Lab. Dr. Santinha completed his PhD at Instituto de Telecomunicações – Instituto Superior Técnico, University of Lisbon. He is also an Invited Assistant Professor at the Faculty of Medicine of the University of Lisbon.His work focuses on developing AI-driven tools to enhance surgical precision and personalize screening, diagnosis, treatments and follow-up through imaging and non-imaging data. - **Event URL**: https://allevents.in/lisboa/machine-learning-in-high-stake-medical-imaging-tasks/100001987675642353 - **Event Categories**: workshops, artificial-intelligence - **Interested Audience**: - total_interested_count: 0 ## Ticket Details - **Ticket Price Range**: min: 0, max: 0, currency: EUR ## Event venue details - **city**: Lisboa - **state**: LI - **country**: Portugal - **location**: Instituto Superior Técnico, Anfiteatro PA2 - **lat**: 38.7368192 - **long**: -9.138705 - **full address**: Instituto Superior Técnico, Anfiteatro PA2, 1 Avenida Rovisco Pais, Lisboa, Portugal ## Event gallery - **Alt text**: Machine learning in high-stake medical imaging tasks - **Image URL**: https://cdn-az.allevents.in/events1/banners/a283cdfcf0170336b57d6e93a61292f63f8837d770764b0a8516a05d97792bfa-rimg-w1173-h704-dcfefeff-gmir.jpg?v=1777384118 ## FAQs - **Q**: When and where is Machine learning in high-stake medical imaging tasks being held? - **A:** Machine learning in high-stake medical imaging tasks takes place on Tue, 05 May, 2026 at 01:00 pm to Tue, 05 May, 2026 at 02:00 pm at Instituto Superior Técnico, Anfiteatro PA2, 1 Avenida Rovisco Pais, Lisboa, Portugal. - **Q**: Who is organizing Machine learning in high-stake medical imaging tasks? - **A:** Machine learning in high-stake medical imaging tasks is organized by Priberam Labs. - **Q**: Who is this event for? Is it right for me? - **A:** Machine learning in high-stake medical imaging tasks is ideal for curious learners, students, and skill-builders looking to gain hands-on knowledge and practical expertise in a focused, interactive setting. Whether you're a first-time attendee or a longtime enthusiast in Lisboa, this event is thoughtfully curated to deliver a standout experience worth every moment. 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