GBM6953HE – Winter 2026

Shape Analysis and
Learning in Medical Imaging

Principle of shape analysis in medical imaging. Segmentation and registration of medical images. Construction of population atlases. Statistics and shape analysis. Application of shape analysis in cardiology, neurology. Machine learning for shape analysis. Study and review of recent scientific articles.

• Winter 2026 Classes: Wednesdays 12:45 – 15:45 (Jan 07 – Apr 14) Labs:     Tuesdays        14:45 – 17:45

• 01-Introduction
• 02-Segmentation & Registration
• 03-Atlas Construction
• 04-Shape Statistics
• 05-Shape Analysis
• 06-Shapes in Diffusion Imaging
• 07-Applications of Shape Analysis
• 08-Recent Advances in Shape Analysis
• 09-Paper Review 1
• 10-Paper Review 2
• 11-Project Presentations 1
• 12-Project Presentations 2