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

Journal of Nuclear Cardiology

Volumn 20, Issue 3, 2013, Pages 396-405

  Hashimoto, Jun ^a,b   Ogawa, Koichi ^c   Bai, Jingming ^b,d   Kubo, Atsushi ^b   Imai, Yutaka ^a  

^a TOKAI UNIVERSITY SCHOOL OF MEDICINE   (Japan)

^b KEIO UNIVERSITY   (Japan)

^c HOSEI UNIVERSITY   (Japan)

^d Ageo Central General Hospital   (Japan)

Author keywords

BMIPP; dual isotope imaging; Myocardial perfusion imaging: SPECT

Indexed keywords

IODINE 123; IODOFILTIC ACID I 123; METHOXY ISOBUTYL ISONITRILE TECHNETIUM TC 99M; TECHNETIUM 99M; THALLIUM 201;

ADULT; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; CLINICAL ARTICLE; FATTY ACID METABOLISM IMAGING; FEMALE; HEART INFARCTION; HUMAN; HUMAN EXPERIMENT; IMAGE RECONSTRUCTION; IMAGING; MALE; MYOCARDIAL PERFUSION IMAGING; NORMAL HUMAN; OBESITY; PHANTOM; PHOTON; PRIORITY JOURNAL; RADIATION ATTENUATION; RADIATION ENERGY; RADIOISOTOPE DIAGNOSIS; SIMULATION; SINGLE PHOTON EMISSION COMPUTER TOMOGRAPHY;

AGED; AGED, 80 AND OVER; FATTY ACIDS; FEMALE; HUMANS; IODOBENZENES; MALE; MIDDLE AGED; MONTE CARLO METHOD; MYOCARDIAL INFARCTION; MYOCARDIAL PERFUSION IMAGING; NEURAL NETWORKS (COMPUTER); PHANTOMS, IMAGING; PHOTONS; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; RADIOPHARMACEUTICALS; TECHNETIUM TC 99M SESTAMIBI; TOMOGRAPHY, EMISSION-COMPUTED, SINGLE-PHOTON;

EID: 84878015382     PISSN: 10713581     EISSN: 15326551     Source Type: Journal    
DOI: 10.1007/s12350-013-9699-x     Document Type: Article

References (16)

1. Kurisu S, Inoue I, Kawagoe T, Ishihara M, Shimatani Y, Nishioka K, et al. Myocardial perfusion and fatty acid metabolism in patients with tako-tsubo-like left ventricular dysfunction. J Am Coll Cardiol 2003;41:743-8.
2. Iwado H, Iwado Y, Ohmori K, Mizushige K, Yukiiri K, Takagi Y, et al. Latent abnormal fatty acid metabolism in apparently normal perfusion during stress in patients with restenosis after coronary angioplasty: Assessment by exercise stress thallium-201 and iodine-123-labeled 15-(p-iodophenyl)-3-R,S- methylpentadecanoic acid-dual myocardial single-photon emission computed tomography. Am J Cardiol 2004;93:685-8.
3. 201Tl myocardial scintigraphy. Ann Nucl Med 2007;21:399-404.
4. Nakahara T, Hashimoto J, Suzuki T, Fujii H, Kubo A. Completely inverse images in dual-isotope SPECT with Tl-201 and I-123 MIBG in a patient with myocarditis. Ann Nucl Med 2001;15:277-80.
5. Ogawa K, Nishizaki N. Accurate scatter compensation using neural networks in radionuclide imaging. IEEE Trans Nucl Sci 1993;40:1020-5.
6. Yamada N, Ogawa K. Quantitative image reconstruction in simultaneous I-123/Tc-99m myocardial SPECT. IEEE Conf Rec Med Imaging Conf 2001;4:2199-203.
7. 99mTc in dual-isotope SPECT with an artificial neural network. Med Imaging Technol 2004;22:155-63.
8. 123I dual-isotope SPECT in myocardial and brain imaging. Ann Nucl Med 2007;21:25-32.
9. Ichihara T, Ogawa K, Motomura N, Kubo A, Hashimoto S. Compton scatter compensation using the triple-energy window method for single- and dual-isotope SPECT. J Nucl Med 1993;34:2216-21.
10. Rumelhalt DE, Hinton GE, Williams RJ. Learning internal representations by error propagation. In: Rumelhalt DE, Mc Cleland JL, editors. Parallel distributed processing, Vol. 1, Cambridge MA: MIT Press; 1986. p. 318-362.
11. Yoshinaga K, Matsuki T, Hashimoto A, Tsukamoto K, Nakata T, Tamaki N. Validation of automated quantitation of myocardial perfusion and fatty acid metabolism abnormalities on SPECT images. Circ J 2011;75:2187-95.
12. Ogawa K. Image distortion and correction in single photon emission CT. Ann Nucl Med 2004;18:171-85.
13. Maksud P, Fertil B, Rica C, El Fakhri G, Aurengo A. Artificial neural network as a tool to compensate for scatter and attenuation in radionuclide imaging. J Nucl Med 1998;39:735-45.
14. 99mTc brain SPECT. J Nucl Med 2001;42:300-8.
15. Zaman MU, Hashmi I, Fatima N. Recent developments and future prospects of SPECT myocardial perfusion imaging. Ann Nucl Med 2010;24:565-9.
16. Hashimoto J, Ogawa K, Kubo A, Ichihara T, Motomura N, Takayama T, et al. Application of transmission scan-based attenuation compensation to scatter-corrected thallium-201 myocardial single-photon emission tomographic images. Eur J Nucl Med 1998;25:120-7.