Literature DB >> 22955943

Evaluation of an attenuation correction method for PET/MR imaging of the head based on substitute CT images.

Anne Larsson1, Adam Johansson, Jan Axelsson, Tufve Nyholm, Thomas Asklund, Katrine Riklund, Mikael Karlsson.   

Abstract

OBJECT: The aim of this study was to evaluate MR-based attenuation correction of PET emission data of the head, based on a previously described technique that calculates substitute CT (sCT) images from a set of MR images.
MATERIALS AND METHODS: Images from eight patients, examined with (18)F-FLT PET/CT and MRI, were included. sCT images were calculated and co-registered to the corresponding CT images, and transferred to the PET/CT scanner for reconstruction. The new reconstructions were then compared with the originals. The effect of replacing bone with soft tissue in the sCT-images was also evaluated.
RESULTS: The average relative difference between the sCT-corrected PET images and the CT-corrected PET images was 1.6% for the head and 1.9% for the brain. The average standard deviations of the relative differences within the head were relatively high, at 13.2%, primarily because of large differences in the nasal septa region. For the brain, the average standard deviation was lower, 4.1%. The global average difference in the head when replacing bone with soft tissue was 11%.
CONCLUSION: The method presented here has a high rate of accuracy, but high-precision quantitative imaging of the nasal septa region is not possible at the moment.

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Year:  2012        PMID: 22955943     DOI: 10.1007/s10334-012-0339-2

Source DB:  PubMed          Journal:  MAGMA        ISSN: 0968-5243            Impact factor:   2.310


  20 in total

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2.  Simultaneous reconstruction of activity and attenuation for PET/MR.

Authors:  André Salomon; Andreas Goedicke; Bernd Schweizer; Til Aach; Volkmar Schulz
Journal:  IEEE Trans Med Imaging       Date:  2010-11-29       Impact factor: 10.048

3.  A complete distortion correction for MR images: I. Gradient warp correction.

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Review 4.  Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques.

Authors:  Matthias Hofmann; Bernd Pichler; Bernhard Schölkopf; Thomas Beyer
Journal:  Eur J Nucl Med Mol Imaging       Date:  2009-03       Impact factor: 9.236

5.  A look ahead: PET/MR versus PET/CT.

Authors:  Gustav K von Schulthess; Heinz-Peter W Schlemmer
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6.  MRI-based attenuation correction for PET/MRI using ultrashort echo time sequences.

Authors:  Vincent Keereman; Yves Fierens; Tom Broux; Yves De Deene; Max Lonneux; Stefaan Vandenberghe
Journal:  J Nucl Med       Date:  2010-05       Impact factor: 10.057

7.  Toward implementing an MRI-based PET attenuation-correction method for neurologic studies on the MR-PET brain prototype.

Authors:  Ciprian Catana; Andre van der Kouwe; Thomas Benner; Christian J Michel; Michael Hamm; Matthias Fenchel; Bruce Fischl; Bruce Rosen; Matthias Schmand; A Gregory Sorensen
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8.  Attenuation correction methods suitable for brain imaging with a PET/MRI scanner: a comparison of tissue atlas and template attenuation map approaches.

Authors:  Ian B Malone; Richard E Ansorge; Guy B Williams; Peter J Nestor; T Adrian Carpenter; Tim D Fryer
Journal:  J Nucl Med       Date:  2011-07       Impact factor: 10.057

9.  Tissue classification as a potential approach for attenuation correction in whole-body PET/MRI: evaluation with PET/CT data.

Authors:  Axel Martinez-Möller; Michael Souvatzoglou; Gaspar Delso; Ralph A Bundschuh; Christophe Chefd'hotel; Sibylle I Ziegler; Nassir Navab; Markus Schwaiger; Stephan G Nekolla
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10.  PET attenuation coefficients from CT images: experimental evaluation of the transformation of CT into PET 511-keV attenuation coefficients.

Authors:  C Burger; G Goerres; S Schoenes; A Buck; A H R Lonn; G K Von Schulthess
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  17 in total

Review 1.  Clinical oncologic applications of PET/MRI: a new horizon.

Authors:  Sasan Partovi; Andres Kohan; Christian Rubbert; Jose Luis Vercher-Conejero; Chiara Gaeta; Roger Yuh; Lisa Zipp; Karin A Herrmann; Mark R Robbin; Zhenghong Lee; Raymond F Muzic; Peter Faulhaber; Pablo R Ros
Journal:  Am J Nucl Med Mol Imaging       Date:  2014-03-20

2.  MR/PET or PET/MRI: does it matter?

Authors:  Thomas Beyer; Ewald Moser
Journal:  MAGMA       Date:  2013-02-06       Impact factor: 2.310

3.  Probabilistic atlas-based segmentation of combined T1-weighted and DUTE MRI for calculation of head attenuation maps in integrated PET/MRI scanners.

Authors:  Clare B Poynton; Kevin T Chen; Daniel B Chonde; David Izquierdo-Garcia; Randy L Gollub; Elizabeth R Gerstner; Tracy T Batchelor; Ciprian Catana
Journal:  Am J Nucl Med Mol Imaging       Date:  2014-03-20

4.  An SPM8-based approach for attenuation correction combining segmentation and nonrigid template formation: application to simultaneous PET/MR brain imaging.

Authors:  David Izquierdo-Garcia; Adam E Hansen; Stefan Förster; Didier Benoit; Sylvia Schachoff; Sebastian Fürst; Kevin T Chen; Daniel B Chonde; Ciprian Catana
Journal:  J Nucl Med       Date:  2014-10-02       Impact factor: 10.057

Review 5.  Machine learning in quantitative PET: A review of attenuation correction and low-count image reconstruction methods.

Authors:  Tonghe Wang; Yang Lei; Yabo Fu; Walter J Curran; Tian Liu; Jonathon A Nye; Xiaofeng Yang
Journal:  Phys Med       Date:  2020-07-29       Impact factor: 2.685

6.  Comparison of the diagnostic accuracy of PET/MRI to PET/CT-acquired FDG brain exams for seizure focus detection: a prospective study.

Authors:  Michael J Paldino; Erica Yang; Jeremy Y Jones; Nadia Mahmood; Andrew Sher; Wei Zhang; Shireen Hayatghaibi; Ramkumar Krishnamurthy; Victor Seghers
Journal:  Pediatr Radiol       Date:  2017-05-16

7.  On the accuracy and reproducibility of a novel probabilistic atlas-based generation for calculation of head attenuation maps on integrated PET/MR scanners.

Authors:  Kevin T Chen; David Izquierdo-Garcia; Clare B Poynton; Daniel B Chonde; Ciprian Catana
Journal:  Eur J Nucl Med Mol Imaging       Date:  2016-08-29       Impact factor: 9.236

Review 8.  MR Imaging-Guided Attenuation Correction of PET Data in PET/MR Imaging.

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Journal:  PET Clin       Date:  2016-01-26

9.  Bias atlases for segmentation-based PET attenuation correction using PET-CT and MR.

Authors:  Jinsong Ouyang; Se Young Chun; Yoann Petibon; Ali A Bonab; Nathaniel Alpert; Georges El Fakhri
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10.  Generation of brain pseudo-CTs using an undersampled, single-acquisition UTE-mDixon pulse sequence and unsupervised clustering.

Authors:  Kuan-Hao Su; Lingzhi Hu; Christian Stehning; Michael Helle; Pengjiang Qian; Cheryl L Thompson; Gisele C Pereira; David W Jordan; Karin A Herrmann; Melanie Traughber; Raymond F Muzic; Bryan J Traughber
Journal:  Med Phys       Date:  2015-08       Impact factor: 4.071

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