A benchmarking tool to evaluate computer tomography perfusion infarct core predictions against a DWI standard. Issue 10 (October 2016)

• Record Type: Journal Article
• Authors: Cereda, Carlo W; Christensen, Søren; Campbell, Bruce CV; Mishra, Nishant K; Mlynash, Michael; Levi, Christopher; Straka, Matus; Wintermark, Max; Bammer, Roland; Albers, Gregory W; Parsons, Mark W; Lansberg, Maarten G
• Is Part Of: Journal of cerebral blood flow & metabolism. Volume 36:Issue 10(2016)
• Page Start: 1780
• Page End: 1789
• Publication Date: 2016-10
• Subjects: Cerebrovascular disease -- brain imaging -- brain ischemia -- cerebral blood flow measurement -- diffusion weighted MRI; Cerebral circulation -- Periodicals; Brain -- Metabolism -- Periodicals; Brain -- Blood-vessels -- Periodicals; Cerebrovascular disease -- Periodicals; 612.824
• DOI: 10.1177/0271678X15610586
• Languages: English
• ISSNs: 0271-678X

Abstract

Differences in research methodology have hampered the optimization of Computer Tomography Perfusion (CTP) for identification of the ischemic core. We aim to optimize CTP core identification using a novel benchmarking tool. The benchmarking tool consists of an imaging library and a statistical analysis algorithm to evaluate the performance of CTP. The tool was used to optimize and evaluate an in-house developed CTP-software algorithm. Imaging data of 103 acute stroke patients were included in the benchmarking tool. Median time from stroke onset to CT was 185 min (IQR 180-238), and the median time between completion of CT and start of MRI was 36 min (IQR 25-79). Volumetric accuracy of the CTP-ROIs was optimal at an rCBF threshold of <38%; at this threshold, the mean difference was 0.3 ml (SD 19.8 ml), the mean absolute difference was 14.3 (SD 13.7) ml, and CTP was 67% sensitive and 87% specific for identification of DWI positive tissue voxels. The benchmarking tool can play an important role in optimizing CTP software as it provides investigators with a novel method to directly compare the performance of alternative CTP software packages.