GBM6953HE – Fall 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.
Teaser slides (pdf)
Schedule
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- Fall 2026 - Next!
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- Winter 2026
Classes: Wednesdays 12:45 – 15:45 (Jan 07 – Apr 14) Labs: Tuesdays (1/2) 14:45 – 17:45
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- 01-Introduction
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- 02-Shape Descriptors
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- 03-Segmentation
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- 04-Registration
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- 05-Atlas Construction
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- 06-Statistical Shape Analysis
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- 07-Spectral Shape Analysis
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- 08-Recent Advances in Shape Analysis
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- 09-Paper Review 1
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- 10-Paper Review 2
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- 11-Project Presentations 1
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- 12-Project Presentations 2