|
||||||||||||||||||||||||
Website deprecated and outdated. Click here for the new site. | ||||||||||||||||||||||||
Dept. of Computer Sc. » Pattern Recognition » Our Team » Fieselmann, Andreas » Projects » Interventional 4-D Tissue Perfusion Imaging With C-arm CT
Dr.-Ing. Andreas FieselmannAlumnus of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-NürnbergOptimize stroke therapy by means of interventional perfusion imaging. Interventional 4-D Tissue Perfusion Imaging with C-arm CT1. OverviewIn this project, we investigate the use of a C-arm angiography system capable of CT-like imaging (C-arm CT, Fig. 1) to measure tissue perfusion. Tissue perfusion information, such as cerebral blood flow (CBF), can be used for stroke diagnosis and to guide further stroke treatment. While CT and MR-based perfusion imaging is well established perfusion imaging in the interventional suite using a C-arm CT is not available yet. C-arm-CT-based perfusion imaging directly before the intervention - the state of perfusion may have changed after the initial CT/MR perfusion exam - or during the intervention - to determine the treatment endpoint - could optimize current stroke therapy procedures. During perfusion imaging a region of interest is imaged several times at short intervals to study the flow of a previously injected bolus of contrast agent (Fig. 2). Using a C-arm CT for perfusion imaging faces certain challenges. In contrast to conventional CT scanners, the acquisition time for one data set is much longer (3-5 seconds compared to less than 1 second in CT) and thus the sample rate for the contrast flow is comparably low. Furthermore, inconsistencies in the projection images - due to the changing attenuation values from the contrast agent during the acquisition time - may cause reconstruction artifacts. This project is in close collaboration with Siemens AG, Healthcare Sector, Angiography & Interventional X-Ray Systems, and the Department of Radiology, Stanford University, USA.
2. Research Projects2.1 C-arm CT Perfusion Imaging Using Interleaved Scanning and Partial Reconstruction InterpolationIn this research project, we investigate specialized scan protocols to increase temporal sampling of the dynamic perfusion time-attenuation curves with current C-arm CT systems. These scan protocols employ several multi-rotational sequences where one multi-rotational sequence consists of several forward and backward rotations of the C-arm. There is a new contrast bolus injection, at a different relative delay time with respect to the start of the scan, for each sequence. Furthermore, we apply adapted reconstruction algorithms to optimally use the data from the interleaved scan protocols. See publications [1, 4, 8, 9, 10] for details. 2.2 Analysis and Reduction of FBP Artifacts Due to Time-Varying Attenuation ValuesFiltered-backprojection-(FBP)-based reconstruction algorithms assume constant attenuation values during the acquisition of the projection data. If this assumption is violated reconstruction artifacts can arise. For example, in perfusion imaging with C-arm CT systems - which have acquisition times of several seconds - the (intentional) contrast flow can cause this violation. In this research project, we derive a formal description of these artifacts which can then be used to assess the magnitude of these artifacts and to reduce these artifacts by optimizing reconstruction parameters or developing new reconstruction approaches. See publication [2, 6] for details. 2.3 Contrast Bolus Measurement From 2-D Projection DataPerfusion imaging requires a contrast bolus injection which, in CT and MR perfusion exams, is administered intra-venously. In C-arm CT perfusion imaging an intra-arterial contrast bolus injection at the aortic arch could be possible, to increase the SNR of the measured time-attenuation curves, because the patient is actually located in the interventional suite. Uniform contras bolus flow into both carotids is necessary for comparison of perfusion between the left and right hemispheres. In this research project, we investigate automatic methods to measure the distribution of the contrast flow into the carotid arteries to assess and optimize the injection catheter location. See publication [5] for details. 2.4 Evaluation of C-arm CT Image Quality With Respect to Perfusion ImagingThe focus of this research project is to evaluate the image quality of current C-arm CT systems with respect to dynamic perfusion imaging. In particular, we investigate the relationship between iodine concentration and measured Hounsfield values. See publication [7] for details.
3. PublicationsJournal Articles
Conference Proceedings
Patents
|