Investigation of 4D PET attenuation correction using Ultra-short Echo Time MR

作者: Christian Buerger , Andrew Aitken , Charalampos Tsoumpas , Andrew Peter King , Volkmar Schulz

DOI: 10.1109/NSSMIC.2011.6153668

关键词:

摘要: In hybrid imaging systems where positron emission tomography (PET) is combined with magnetic resonance (MR) imaging, attenuation maps can be derived from MR to correct for in PET. However, MR-based correction (AC) remains challenging especially tissue types showing poor signal common sequences, such as bone. To overcome this problem, Ultra-short Echo Time (UTE) sequences have been proposed. Another challenge given by respiratory motion which results misalignments between the and PET emissions. paper we address both issues. We compute a 4D map including bone combining gated UTE acquisition subject-specific model second short dynamic acquisition. demonstrate our approach on an MR-derived time-averaged simulation three healthy volunteers, artificial lesions. The impact of AC simulated excluding leading errors up 26.0%. using non-moving 3D map, error 24.2%. These indicate that consideration crucial ensure accurate AC.

参考文章(13)
M. Hofmann, F. Steinke, V. Scheel, G. Charpiat, J. Farquhar, P. Aschoff, M. Brady, B. Scholkopf, B. J. Pichler, MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration The Journal of Nuclear Medicine. ,vol. 49, pp. 1875- 1883 ,(2008) , 10.2967/JNUMED.107.049353
S. Lee, G. Wolberg, S.Y. Shin, Scattered data interpolation with multilevel B-splines IEEE Transactions on Visualization and Computer Graphics. ,vol. 3, pp. 228- 244 ,(1997) , 10.1109/2945.620490
André Salomon, Andreas Goedicke, Bernd Schweizer, Til Aach, Volkmar Schulz, Simultaneous Reconstruction of Activity and Attenuation for PET/MR IEEE Transactions on Medical Imaging. ,vol. 30, pp. 804- 813 ,(2011) , 10.1109/TMI.2010.2095464
Elena Rota Kops, Hans Herzog, Alternative methods for attenuation correction for PET images in MR-PET scanners ieee nuclear science symposium. ,vol. 6, pp. 4327- 4330 ,(2007) , 10.1109/NSSMIC.2007.4437073
Matthew D. Robson, Peter D. Gatehouse, Mark Bydder, Graeme M. Bydder, Magnetic resonance: an introduction to ultrashort TE (UTE) imaging. Journal of Computer Assisted Tomography. ,vol. 27, pp. 825- 846 ,(2003) , 10.1097/00004728-200311000-00001
C Tsoumpas, C Buerger, A P King, P Mollet, V Keereman, S Vandenberghe, V Schulz, P Schleyer, T Schaeffter, P K Marsden, Fast generation of 4D PET-MR data from real dynamic MR acquisitions Physics in Medicine and Biology. ,vol. 56, pp. 6597- 6613 ,(2011) , 10.1088/0031-9155/56/20/005
Eduard Schreibmann, Jonathon A. Nye, David M. Schuster, Diego R. Martin, John Votaw, Tim Fox, MR‐based attenuation correction for hybrid PET‐MR brain imaging systems using deformable image registration Medical Physics. ,vol. 37, pp. 2101- 2109 ,(2010) , 10.1118/1.3377774
V. Keereman, Y. Fierens, T. Broux, Y. De Deene, M. Lonneux, S. Vandenberghe, MRI-Based Attenuation Correction for PET/MRI Using Ultrashort Echo Time Sequences The Journal of Nuclear Medicine. ,vol. 51, pp. 812- 818 ,(2010) , 10.2967/JNUMED.109.065425
Matthias Hofmann, Bernd Pichler, Bernhard Schölkopf, Thomas Beyer, Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques. European Journal of Nuclear Medicine and Molecular Imaging. ,vol. 36, pp. 93- 104 ,(2009) , 10.1007/S00259-008-1007-7
Paul J. Schleyer, Tobias Schaeffter, Paul K. Marsden, The effect of inaccurate bone attenuation coefficient and segmentation on reconstructed PET images. Nuclear Medicine Communications. ,vol. 31, pp. 708- 716 ,(2010) , 10.1097/MNM.0B013E32833B0573