Ensimag Rubrique Formation 2022

Medical imaging: tomography and 3D reconstruction from 2D projections - WMM9AM07

  • Volumes horaires

    • CM 18.0
    • Projet -
    • TD -
    • Stage -
    • TP -
    • DS -

    Crédits ECTS

    Crédits ECTS 3.0

Objectif(s)

Understanding maths for producing and managing medical imaging.
Managing medical images and data.
Understanding the mathematics of Computerized Tomography (CT)
Being able to understand modern CT and 3D image reconstruction from projections

Responsable(s)

Laurent DESBAT

Contenu(s)

CT Scanners and nuclear imaging (SPECT and PET) have greatly improved medical diagnoses and surgical planning. Mathematics is necessary for these medical imaging systems to deliver images. We present mathematical problems arising from these medical imaging systems. We show how to reconstruct images from projections of the attenuation function in radiology or respectively of the activity in nuclear imaging. We present recent advances in 2D and 3D reconstruction problems.

Prérequis

Basic knowedge in analysis (integration, basic function properties, Fourier analysis)

Contrôle des connaissances

EXAM1 and EXAM2 are written exam
Possible BONUS with homework (exercices or numerical experiments)

N1 = MIN(MAX(EXAM1, 80%EXAM1+20%BONUS),20)
N2 = EXAM2

L'examen existe uniquement en anglais FR

Calendrier

Le cours est programmé dans ces filières :

  • Cursus ingénieur - Master 2 Math. et Applications - Semestre 9 (ce cours est donné uniquement en anglais EN)
cf. l'emploi du temps 2020/2021

Informations complémentaires

Code de l'enseignement : WMM9AM07
Langue(s) d'enseignement : FR

Vous pouvez retrouver ce cours dans la liste de tous les cours.

Bibliographie

C. Epstein, Introduction to the mathematics of medical imaging, SIAM

F. Natterer The mathematics of Computerized Tomography, SIAM