PROGRAMME

WEDNESDAY 11 DECEMBER 2019 

Topic of the day: Radiomics

• Welcome and course introduction – Philippe Lambin
• Radiology/Imaging challenges
• Radiomics: the Image Biomarker Standardization Initiative (IBSI) – Martin Vallières
• Pitfalls in radiomics analysis and associated AI-based solutions – Mathieu Hatt
• Radiomics habitat imaging – Robert J. Gillies
• Afternoon workshop

THURSDAY 12 DECEMBER 2019

Topic of the day: Deep Learning

• Success stories
• Deep learning applications
• Ensemble, challenges – Bjoern Menze
• Deep learning and radiomics
• Afternoon workshop

FRIDAY 13 DECEMBER 2019

Topic of the day: Data

• Advancing Clinical Medicine with the FAIR principles – Michel Dumontier
• Statistical and AI-based harmonization strategies for multicentric radiomics – Mathieu Hatt
• MEDomics: a proposed framework for the development of AI in medicine – Olivier Morin
• Synthetic Data – Andrew Maidment
• Hackathon @ University Maastricht

SATURDAY 14 DECEMBER 2019

Topic of the day: Multicentric data mining & distributed learning

• Distributed learning
• Blockchain
• Data and the Law
• Distributed learning demo – Samir Barakat
• Hackathon continued @ University Maastricht