Medical imaging: tomography and 3D reconstruction - 5MM25331
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Number of hours
Lectures : 18.0
Tutorials : -
Laboratory works : -
Projects : -
Internship : -
Written tests : -
ECTS : 1.5
Officials :Laurent DESBAT
Understanding math for producing and managing medical imaging. Managing medical images and data.
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.
Basic knowedge in analysis (integration, basic function properties, Fourier analysis)
WRITTEN = Written exam and possibly ORAL = oral exam (presentation of a journal publication) with eventually possible numerical experiments
N1 = WRITTEN or N1 = MAX(0.8*WRITTEN +0.2*BONUS ; WRITTEN) N2 = WRITTEN BONUS = homeworks