Status: Open for registration

Artificial Intelligence in Healthcare-Interactive Workshop for Surgeons and Radiologists

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When

22-23.05.2026

Where

Lisbon, Portugal

Level

Level 1

Gao Shuang

Aim of the course

Artificial Intelligence is revolutionising the world. Medicine is no exception, and several AI applications can already be used today to help both patients and clinicians. In this workshop, physicians will learn several aspects of AI, how to train AI models for various use cases, and use their domain-specific knowledge to create advanced applications to solve their day-to-day problems improving their efficiency and patient care. Real- world medical data comprising images, text reports, and clinical databases will be used in during the workshop.

Educational methods

Plenary lectures

Interactive workshop

Main topics

Introduction to Python, Jupyter, Google Colab, , Notebook LM and Google AI Studio

Datasets, and best practices to train AI models

Elementary coding

Exercise on imaging segmentation tools using 3D slicer

Avatars and Digital twin

Generative AI and Agentic AI in healthcare

Introduce to Digital Twins and Extended Reality

AI Agents

Create 3D digital patient/organ-specific models for surgical planning

AI in Medicine

Introduce to different types of AI models, including Generative AI

target participants

Surgeons and radiologists interested in Artificial Intelligence

Full course programme

Programme & faculty members

08:40 - 09:00 Welcome And Introduction Andrea Decensi - Breast Unit Director at Champalimaud Foundation

09:00 - 10:00 Artificial Intelligence/ Generative AI

09:00-09:15 Basics Of Machine Learning And Deep Learning-T. Marques
09:15-09:30 Introduction To Python, Jupyter, And Google Colab-T. Marques
09:30-09:45 Datasets, And Best Practices To Train AI Models-S. D’Amico
09:45-10:00 Generative AI And Agentic AI In Healthcare-M. Batrakova

10:00 - 10:30 Coffee Break

10:30 - 11:00 Lecture: AI In Healthcare P. Gouveia

11:00 - 13:00 Workshop

11:00-12:00 Elementary Coding-T. Marques
12:00-12:15 Basics Of CA\DCAM - 3D printing - P.Oliva
12:15-12:30 3D Slicer + Creating 3D Digital Patient Specific Models For Surgical Planning - J. Santinha, P.Oliva
12:30-13:00 Exercise On Imaging Segmentation Tools Using 3D Slicer (I)-J. Santinha, N. Loução, Y. Forgani

13:00 - 14:00 Lunch Break

14:00 - 15:30 Workshop: Exercise On Imaging Segmentation Tools Using 3D Slicer (II) J. Santinha, N. Loução, Y. Forgani

15:30 - 16:00 Coffee Break

16:00 - 16:20 Avatars And Digital Twins T. Marques

16:20 - 16:40 Extended Reality And Breast Cancer R. Timóteo

16:40 - 17:30 Workshop: Digital Surgery LAB And XR Headsets

08:30 - 09:30 Workshop: AI Agents (I) M. Batrakova, P. Gouveia

09:30 - 09:45 Emulation Of Historical Trials About Breast Conserving Surgery vs. Mastectomy With Synthetic Cohorts Trained On Contemporary SEER Database G. Catanuto

09:45 - 10:00 In Silico Simulation Of Immune Response To Pembrolizumab In TNBC Breast Cancer With A Mechanistic Model G. Catanuto

10:00 - 10:30 Exercise On Imaging Segmentation Tools Using 3D Slicer (III) J. Santinha, N. Loução, Y. Forgani

10:30 - 11:00 Coffee Break

11:00 - 12:00 Workshop: AI Agents (II) M. Batrakova, P. Gouveia

12:00 - 12:15 Immersive Environments For Surgical Patients D. Pinto

12:15 - 12:30 The Cinderella Project M J. Cardoso

12:30 - 12:50 The Surgeon In Research: What Makes The Difference In A Scientific Career M J. Cardoso

12:50 - 13:05 Model Credibility and Regulation in Healthcare: Mechanistic Modeling, Simulation, and AI-Based Systems F. Pappalardo

13:05 - 13:15 Final remarks, future projects All course Chairs