| 9:20-9:30 |
Opening remarks - Nico van den Berg (UMCU) |
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| 9:30-11:00 |
Lectures |
Principles of machine learning
Alessandro Sbrizzi (UMCU) |
Introduction to deep learning
Mitko Veta (TUE) |
|
| |
| 11:00-11:20 |
Break |
| |
| 11:20-12:20 |
Lectures |
Deep learning methods for image reconstruction
Samuele Papa (NKI) |
Deep learning for image registration/contour propagation
Maarten Terpstra (UMCU) |
|
| |
| 12:20-13:30 |
Lunch |
| |
| 13:30-15:45 |
Lectures |
Deep learning for image synthesis in radiotherapy
Matteo Maspero (UMCU) |
Deep learning for auto-contouring
Mark Savenije (UMCU) |
Large language models in radiology
Tom van Sonsbeek (UvA) |
|
| |
| 15:45-16:00 |
Break |
| |
| 16:00-17:00 |
Lectures |
Explainable AI
Bas van der Velden (WUR) |
Regulatory issues & Implementation of deep learning applications in clinics
Gijsbert Bol (UMCU) |
|
| |
| 17:00 |
Drinks |