UE 1.1 Medical Image Analysis

• Characterization of images
  • Characterization methods (Statistical attributes, Co-occurrence matrix, Mutlifractal analysis, Filtering, Representation of shape
  • Feature extraction with auto-encoder

• Multimodal medical image fusion
  • Information Fusion (Fuzzy sets, Belief functions, Probability theory)
  • Deep learning based fusion

The objectif si to introduce recent tools for processing medical images. 

Basic methods in image processing.

Contrôle continu

Students will be able to propose methods to solve problems of outcome prediction, image classification and segmentation.