ANTONIA perfusion and stroke. A software tool for the multi-purpose analysis of MR perfusion-weighted datasets and quantitative ischemic stroke assessment.

作者: B. Cheng , A. Kemmling , G. Thomalla , J. Fiehler , N. D. Forkert

DOI: 10.3414/ME14-01-0007

关键词: DeconvolutionCurve fittingReliability (statistics)Data miningProtocol (science)Fluid-attenuated inversion recoveryMagnetic resonance imagingPerfusionComputer scienceStroke

摘要: Objectives: The objective of this work is to present the software tool ANTONIA, which has been developed facilitate a quantitative analysis perfusion-weighted MRI (PWI) datasets in general as well subsequent multi-parametric additional for specific purpose acute ischemic stroke patient dataset evaluation. Methods: Three different methods DSC or DCE PWI are currently implemented can be case-specifically selected based on study protocol. These comprise curve fitting method deconvolution-based and deconvolution-free integrating previously defined arterial input function. perfusion extended by that enable an automatic atlas-based selection function, perfusion-diffusion DWI-FLAIR mismatch segmentation-based volumetric analyses. Results: For reliability evaluation, described was used two observers 15 from patients extract lesion core volume, FLAIR ratio, volume with manually automatically functions, follow-up volume. results evaluation revealed leads highly reproducible all parameters if function used. Conclusion: Due broad processing available tool, ANTONIA especially helpful support image-based research projects. Correspondence to:

参考文章(45)
Paul Meier, Kenneth L. Zierler, On the Theory of the Indicator-Dilution Method for Measurement of Blood Flow and Volume Journal of Applied Physiology. ,vol. 6, pp. 731- 744 ,(1954) , 10.1152/JAPPL.1954.6.12.731
Götz J. Thomalla, Thomas Kucinski, Volker Schoder, Jens Fiehler, Rene Knab, Herrmann Zeumer, Cornelius Weiller, Joachim Röther, Prediction of Malignant Middle Cerebral Artery Infarction by Early Perfusion- and Diffusion-Weighted Magnetic Resonance Imaging Stroke. ,vol. 34, pp. 1892- 1899 ,(2003) , 10.1161/01.STR.0000081985.44625.B6
Bastian Cheng, Michael Rosenkranz, Anna Krützelmann, Jens Fiehler, Nils D Forkert, Christian Gerloff, Götz Thomalla, The extent of perfusion deficit does not relate to the visibility of acute ischemic lesions on fluid-attenuated inversion recovery imaging. Journal of Neuroimaging. ,vol. 23, pp. 215- 218 ,(2013) , 10.1111/J.1552-6569.2012.00708.X
S. Siemonsen, U. Lobel, J. Sedlacik, N. D. Forkert, K. Mouridsen, L. Ostergaard, G. Thomalla, J. Fiehler, Elevated T2-values in MRI of stroke patients shortly after symptom onset do not predict irreversible tissue infarction. Brain. ,vol. 135, pp. 1981- 1989 ,(2012) , 10.1093/BRAIN/AWS079
J. Fiehler, S. Suniaga, H. Wersching, S. Knecht, A. Kemmling, N. D. Forkert, A statistical cerebroarterial atlas derived from 700 MRA datasets. Methods of Information in Medicine. ,vol. 52, pp. 467- 474 ,(2013) , 10.3414/ME13-02-0001
William M. Wells, Paul Viola, Hideki Atsumi, Shin Nakajima, Ron Kikinis, Multi-modal volume registration by maximization of mutual information Medical Image Analysis. ,vol. 1, pp. 35- 51 ,(1996) , 10.1016/S1361-8415(01)80004-9
Mei Lu, Panayiotis D. Mitsias, James R. Ewing, Hamid Soltanian-Zadeh, Hassan Bagher-Ebadian, Qingming Zhao, Nancy Oja-Tebbe, Suresh C. Patel, Michael Chopp, Predicting final infarct size using acute and subacute multiparametric MRI measurements in patients with ischemic stroke. Journal of Magnetic Resonance Imaging. ,vol. 21, pp. 495- 502 ,(2005) , 10.1002/JMRI.20313
Ona Wu, Walter J. Koroshetz, Leif Østergaard, Ferdinando S. Buonanno, William A. Copen, R. Gilberto Gonzalez, Guy Rordorf, Bruce R. Rosen, Lee H. Schwamm, Robert M. Weisskoff, A. Gregory Sorensen, Predicting tissue outcome in acute human cerebral ischemia using combined diffusion- and perfusion-weighted MR imaging. Stroke. ,vol. 32, pp. 933- 942 ,(2001) , 10.1161/01.STR.32.4.933
Christoph Beck, Anna Kruetzelmann, Nils D. Forkert, Eric Juettler, Oliver C. Singer, Martin Köhrmann, Jan F. Kersten, Jan Sobesky, Christian Gerloff, Jens Fiehler, Peter D. Schellinger, Joachim Röther, Götz Thomalla, A simple brain atrophy measure improves the prediction of malignant middle cerebral artery infarction by acute DWI lesion volume. Journal of Neurology. ,vol. 261, pp. 1097- 1103 ,(2014) , 10.1007/S00415-014-7324-9
Nils Daniel Forkert, Jens Fiehler, Thorsten Ries, Till Illies, Dietmar Möller, Heinz Handels, Dennis Säring, Reference-based linear curve fitting for bolus arrival time estimation in 4D MRA and MR perfusion-weighted image sequences. Magnetic Resonance in Medicine. ,vol. 65, pp. 289- 294 ,(2011) , 10.1002/MRM.22583