Medical image analysis based on generative, geometric and biophysical models
H. DELINGETTE, X. PENNEC
ModellingTrack Santé

Objectif du cours

The course is an introduction to medical image anlaysis, in particular registration and segmentation. It is complemented by a course at the second semester detailing some advanced techniques in statistical and mechnaical modeling for computational anatomy and physiology.

Organisation des séances

8 courses

Mode de validation

Projects + article presentation + quizz (mini exam)

Références

  • Handbook of Medical Imaging, Volume 2. Medical Image Processing and Analysis (SPIE Press Monograph Vol. PM80/SC), J. Michael Fitzpatrick (Author), Milan Sonka, 2009.
  • Medical Image Registration, Joseph V. Hajnal (Editor), Derek L.G. Hill, D. J. Hawkes, 2001.
  • Handbook of Medical Imaging: Processing and Analysis, 2nd edition. I. Bankman Editor. Academic Press, 2008.
  •  Medical Image Computing and Computer Assisted Intervention (Annual Conference) MICCAI, http://www.miccai.org/conferences.

Thèmes abordés

  • Medical Image Modalities and
  • Image Filtering andLow Level Operations
  • Image Classification
  • Segmentation with Deformable Contours and Surfaces
  • Parametric and Deformable Registration of Images
Plus de détails
Les intervenants

Hervé Delingette

(INRIA Sophia-Antipolis)

Xavier Pennec

(INRIA Sophia-Antipolis)

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