Alignment of 3-dimensional cardiac structures in O-15-labeled water PET emission images with mutual information

Journal of Nuclear Cardiology

Volumn 14, Issue 1, 2007, Pages 82-91

  Juslin, Anu ^a   Lötjönen, Jyrki ^b   Nesterov, Sergey V ^c   Kalliokoski, Kari ^c   Knuuti, Juhani ^c   Ruotsalainen, Ulla ^a  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^b VTT TECHNICAL RESEARCH CENTRE OF FINLAND   (Finland)

^c UNIVERSITY OF TURKU   (Finland)

Author keywords

independent component analysis; mutual information; myocardial perfusion; Positron emission tomography; registration

Indexed keywords

OXYGEN 15;

ARTICLE; CONTROLLED STUDY; FEMALE; HEART MUSCLE; HEART MUSCLE BLOOD FLOW; HEART MUSCLE PERFUSION; HEART RIGHT VENTRICLE; HUMAN; HUMAN EXPERIMENT; INDEPENDENT COMPONENT ANALYSIS; INFORMATION PROCESSING; INTERMETHOD COMPARISON; ISOTOPE LABELING; NORMAL HUMAN; PHARMACOLOGIC STRESS TESTING; POSITRON EMISSION TOMOGRAPHY; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; RELIABILITY; REST; SIMULATION; STATISTICAL SIGNIFICANCE; THREE DIMENSIONAL IMAGING; VOLUNTEER;

ALGORITHMS; CORONARY CIRCULATION; FEMALE; HEART; HUMANS; IMAGING, THREE-DIMENSIONAL; MODELS, CARDIOVASCULAR; OXYGEN RADIOISOTOPES; PHANTOMS, IMAGING; POSITRON-EMISSION TOMOGRAPHY; RADIOPHARMACEUTICALS;

EID: 33846581919     PISSN: 10713581     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.nuclcard.2006.10.020     Document Type: Article

References (30)

1. Slomka P.J., Nishina H., Berman D.S., Kang X., Friedman J.D., Hayes S.W., et al. Automatic quantification of myocardial perfusion stress-rest change: a new measure of ischemia. J Nucl Med 45 (2004) 183-191
2. Slomka P.J., Hurwitz G.A., Stephenson J., and Gradduck T. Automated alignment and sizing of myocardial stress and rest scans to three-dimensional normal templates using an image registration algorithm. J Nucl Med 36 (1995) 1115-1122
3. Declerck J., Feldmar J., Goris M.L., and Betting F. Automatic registration and alignment on a template of cardiac stress and rest reoriented SPECT images. IEEE Trans Med Imaging 16 (1997) 727-737
4. Turkington T.G., DeGrado T.R., Hanson M.W., and Coleman R.E. Alignment of dynamic cardiac PET images for correction of motion. IEEE Trans Nucl Sci 44 (1997) 235-241
5. Bacharach S.L., Douglas M.A., Carson R.E., Kalkowski P.J., Freedman N.M.T., Perrone-Filardi P., et al. Three-dimensional registration of cardiac positron emission tomography attenuation scans. J Nucl Med 34 (1992) 311-321
6. Bergmann S.R., Herrero P., Markham J., Weinheimer C.J., and Walsh M.N. Noninvasive quantification of myocardial blood flow in human subjects with oxygen-15-labeled water and positron emission tomography. J Am Coll Cardiol 14 (1989) 639-652
7. Hyvärinen A., Karhunen J., and Oja E. Independent component analysis (2001), John Wiley Sons, New York
8. 15O dynamic myocardial PET using independent component analysis. J Nucl Med 42 (2001) 938-943
9. Magadàdan-Mèndez M., Kivimäki A., and Ruotsalainen U. In: Metzler (Ed). ICA separations of functional components from dynamic cardiac PET data (2003) 2618-2622 Proceedings of the IEEE Medical Imaging Conference
10. Juslin A., Reilhac A., Magadàdan-Mèndez M., Albán E., Tohka J., and Ruotsalainen U. Assessment of separation of functional components with ICA from dynamic cardiac perfusion PET phantom images for volume extraction with deformable surface models. Proceedings of the Functional Imaging and Modeling of the Heart Conference. In: Frangi F.A., Radeva P.I., Santos A., and Hernandez M. (Eds). Lecture Notes in Computer Science (2005) 338-347
11. Naganawa M., Kimura Y., Ishii K., Oda K., Ishiwata K., and Matani A. Extraction of a plasma time-activity curve from dynamic brain PET images based on independent component analysis. IEEE Trans Biomed Eng 52 (2005) 201-210
12. Maes F., Collignon A., Vandermeulen D., Marchal G., and Suetens P. Multimodality image registration by maximization of mutual information. IEEE Trans Med Imaging 16 (1997) 187-198
13. Studholme C., Hill D., and Hawkes D. An overlap invariant entropy measure of 3D medical image alignment. Pattern Recognit 32 (1999) 71-86
14. Pretarius P.H., Xia W., King M.A., Tsui B.M.W., and Lacroix K.J. A mathematical model of motion of the heart for use in generating source and attenuation maps for simulating emission imaging. Med Phys 26 (1999) 2323-2332
15. Segars W.P., Lalush D.S., and Tsui B.W.M. Modelling respiratory mechanics in the MCAT and spline based MCAT phantoms. IEEE Trans Nucl Sci 48 (2001) 89-97
16. Reilhac A., Lartizien C., Costes N., Sans S., Comtat C., Gunn R.N., et al. PET-SORTEO. A Monte Carlo-based simulator with high count rate capabilities. IEEE Trans Nucl Sci 51 (2004) 46-52
17. Gyuton A.C., and Hall J.E. Textbook of medical physiology. 9th ed. (1996), Saunders, Philadelphia 200
18. Hyvärinen A., and Oja E. A fast fixed-point algorithm for independent component analysis. Neural Comput 9 (1997) 1483-1492
19. Himberg J., Hyvärinen A., and Esposito F. Validating the independent components of neuroimaging time-series via clustering and visualization. Neuroimage 22 (2004) 1214-1222
20. Juslin A., and Tohka J. Unsupervised segmentation of cardiac PET transmission images for automatic heart volume extraction (2006) 1077-1080 Proceedings of the IEEE 2006 International Conference of the Engineering in Medicine and Biology Society
21. Jones D.R., Perttunen C.D., and Stuckman B.E. Lipschitzian optimization without the Lipschitz constant. J Optim Theory Appl 79 (1993) 157-181
22. Wachowiak M.P., and Peters T.M. High-performance medical image registration using new optimization techniques. IEEE Trans Inf Technol Biomed 10 (2006) 344-353
23. Jackson D.A., Sommers K.M., and Harvey H.H. Similarity coefficients: measures of co-occurrence and association or simply measures of occurrence. Am Nat 133 (1989) 436-453
24. Iida H., Takahashi A., Tamura Y., Ono Y., and Lammertsma A.A. Myocardial blood flow: comparison of oxygen-15-water bolus injection, slow infusion and oxygen-15-carbon dioxide slow inhalation. J Nucl Med 36 (1995) 78-85
25. Hermansen F., Ashburner J., Spinks T.J., Kooner J.S., Camici P.G., and Lammertsma A.A. Generation of myocardial factor images directly from the dynamic oxygen-15-water scan without use of an oxygen-15-carbon monoxide blood-pool scan. J Nucl Med 39 (1998) 1696-1702
26. Ahn J.Y., Lee D.S., Lee J.S., Kin S.K., Cheon G.J., Yeo J.S., et al. Quantification of regional myocardial blood flow using dynamic H2(15)O PET and factor analysis. J Nucl Med 42 (2001) 782-787
27. Walimbe V., Zagrodsky V., Raja S., Jaber W.A., DiFilippo F.P., Carcia M., et al. Mutual information-based multimodality registration of cardiac ultrasound and SPECT images: a preliminary investigation. Int J Cardiovasc Imaging 19 (2003) 483-494
28. Aladl U.E., Hurwitz G.A., Dey D., Levin D., Drangova M., and Slomka P.J. Automated image registration of gated cardiac single-photon emission computed tomography and magnetic resonance imaging. J Magn Reson Imaging 19 (2004) 283-290
29. Shekhar R., Zagrodsky V., Castro-Pareja C.R., Walimbe V., and Jagadeesh J.M. High-speed registration of three- and four-dimensional medical images by using voxel similarity. Radiographics 23 (2003) 1673-1681
30. 15O-water myocardial perfusion PET studies. Eur J Nucl Med Mol Imaging 32 (2005) 1378-1383