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

Prè-requis

NA

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

7 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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