Master MVA 2024-2025 First Semester - Medical Image Analysis based on generative, geometric and biophysical models
Hervé Delingette
Equipe Epione
2004, route des Lucioles B.P. 93
06902 Sophia Antipolis Cedex
https://team.inria.fr/epione/en/
04 92 38 77 64
Herve.Delingette@inria.fr
Xavier Pennec
Equipe Epione
2004, route des Lucioles B.P. 93
06902 Sophia Antipolis Cedex
https://team.inria.fr/epione/en/
04 92 38 76 64
xavier.pennec@inria.fr
Course Objectives
The course is an advanced introduction to the mathematical and computing tools used in medical image analysis, ranging from generic image analysis such as image registration and image segmentation to more advanced techniques in statistical and mechanical modeling for computational anatomy and physiology.
Classes are given on Tuesday afternoons from 14:00 to 17:15 at ENS Saclay in room 1Z25 (bât Nord, 1er étage)
The examination consists in the group study of a research article with a report and a 10 min presentation and a multiple choice questionnaire
Liste of courses, slides, course notes and additional material (updated in real-time)
- Tuesday Oct 1, 2024, 14:00-17:15 (ENS Saclay, salle 1Z25) Introduction to Medical Image Acquisition, Image Registration [Xavier Pennec]
- Tuesday Oct 8, 2024, 14:00-17:15 (ENS Saclay, salle 1Z25) Riemanian Geometry and Statistics [Xavier Pennec]
- Tuesday Oct 15, 2024, 14:00-17:15 (ENS Saclay salle 1Z25) Image Filtering & Segmentation [Hervé Delingette]
- Tuesday Oct 22, 2024: 14:00-17:15 (ENS Saclay, salle 1Z25) Image Segmentation based on Clustering and Markov Random Fields [Hervé Delingette]
- Tuesday Nov 5, 2024: 14:00-17:15 (ENS Saclay, salle 1Z25) Analysis in the space of Covariance Matrices [Xavier Pennec]
- Tuesday Nov 12, 2024: 14:00-17:15 (ENS Saclay, salle 1Z25) Shape constrained image segmentation [Hervé Delingette]
- Tuesday Nov 19 2024: 14:00-17:15 (ENS Saclay, salle 1Z25) Diffeomorphic Registration and Computational Anatomy [Xavier Pennec]
- Tuesday Nov 26 2024: 14:00-17:15 (ENS Saclay, salle 1Z25) Biophysical Modeling [Hervé Delingette]
- Tuesday Dec 3, 2024, 14:00-17:15 (Visio) Exam [Hervé Delingette, Xavier Pennec].
Resources