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Discrete Tomography in MRI : a Simulation Study

Segers H., Palenstijn W. J., Batenburg K. J., Sijbers J.

Fundamenta Informaticae

2013

Vol. 125, nr 3/4

223--237

Discrete tomography (DT) is concerned with the tomographic reconstruction of images that consist of only a small number of grey levels. Recently, DART, a practical algorithm was introduced for discrete tomography, which was validated in the domain of X-ray computed and electron tomography. In this paper, DART is introduced for magnetic resonance imaging. Using simulation experiments, it is shown that the proposed MRI-DART algorithm is capable of computing high quality reconstructions from substantially fewer data compared to state-of-the-art MRI reconstruction methods.