Literature DB >> 17373333

Scatter correction based on an artificial neural network for 99mTc and 123I dual-isotope SPECT in myocardial and brain imaging.

Jingming Bai1, Jun Hashimoto, Koichi Ogawa, Tadaki Nakahara, Takayuki Suzuki, Atsushi Kubo.   

Abstract

UNLABELLED: The aim of this study was to elucidate the clinical usefulness of scatter correction with an artificial neural network (ANN) in 99mTc and 123I dual-isotope SPECT.
METHODS: Two algorithms for ANN scatter correction were tested: ANN-10 and ANN-3 employing 10 and 3 energy windows for data acquisition, respectively. Three patients underwent myocardial or brain SPECT with one of the following combinations of radiopharmaceuticals administered: 99mTc-tetrofosmin and 123I-metaiodobenzylguanidine (MIBG), 99mTc-methoxyisobutylisonitrile (MIBI) and 123I-beta-methyl-paraiodophenyl-pentadecanoic acid (BMIPP), or 99mTc-ethyl-cistainate dimmer (ECD) and 123I-iomazenil. The patients were also referred for single-isotope imaging incorporating conventional triple-energy window (TEW) scatter correction. Crosstalk- and scatter-corrected 99mTc- and 123I-SPECT images in dual-isotope acquisition with ANN were compared with those in single-isotope acquisition.
RESULTS: The ANN method well separated 123I and 99mTc primary photons. Although ANN-10 yielded images of poor quality, ANN-3 offered comparable image quality with the single-isotope scan without significant increase of acquisition time.
CONCLUSION: The proposed method is clinically useful because it provides various combinations of information without anatomical misregistration with one acquisition.

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Year:  2007        PMID: 17373333     DOI: 10.1007/bf03033996

Source DB:  PubMed          Journal:  Ann Nucl Med        ISSN: 0914-7187            Impact factor:   2.668


  4 in total

1.  Standardization of the heart-to-mediastinum ratio of 123I-labelled-metaiodobenzylguanidine uptake using the dual energy window method: feasibility of correction with different camera-collimator combinations.

Authors:  Shinro Matsuo; Kenichi Nakajima; Koichi Okuda; Masaya Kawano; Takehiro Ishikawa; Tetsuo Hosoya; Junichi Taki; Seigo Kinuya
Journal:  Eur J Nucl Med Mol Imaging       Date:  2008-11-07       Impact factor: 9.236

2.  Simultaneous dual-isotope imaging based on an artificial neural network for evaluating myocardial perfusion and fatty acid metabolism.

Authors:  Jun Hashimoto; Koichi Ogawa; Jingming Bai; Atsushi Kubo; Yutaka Imai
Journal:  J Nucl Cardiol       Date:  2013-03-05       Impact factor: 5.952

3.  A deep neural network for fast and accurate scatter estimation in quantitative SPECT/CT under challenging scatter conditions.

Authors:  Haowei Xiang; Hongki Lim; Jeffrey A Fessler; Yuni K Dewaraja
Journal:  Eur J Nucl Med Mol Imaging       Date:  2020-05-15       Impact factor: 9.236

4.  Scatter correction for heart SPECT images using TEW method.

Authors:  Vahid Changizi; Abbas Takavar; Azadeh Babakhani; Mahdi Sohrabi
Journal:  J Appl Clin Med Phys       Date:  2008-06-23       Impact factor: 2.102

  4 in total

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