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M1.1|Model-based reconstruction methods for CT perfusion imaging
A C-arm based angiography system such as the Siemens Artis zeego is a slowly rotating imaging system that causes a low acquisition rate in time. Given its integrated flat panel detector and X-ray source, a C-arm CT is, however, an appropriate angiographic device for perfusion imaging.
Angiography itself implies a dynamic 2D monitoring of a contrast agent's distribution right on injection into, for instance, organic tissue and vessels. The reconstruction of an accurate high-dimensional 4D computed tomography (CT) based on such temporally under-sampled 3D data (i.e. dynamically acquired / sampled 2D projections) while striving for minimal computational costs consequently constitutes the 'bottleneck' in application.
The general objective of this project is, therefore, to provide a fast and accurate algorithm for CT perfusion imaging by making use of prior knowledge.