Single input multiple output (SIMO) optimization for input function estimation: A simulation study

IEEE Nuclear Science Symposium Conference Record

Volumn 6, Issue , 2007, Pages 4481-4484

  Su, Yi ^a,b   Welch, Michael J ^b   Shoghi, Kooresh I ^a,b  

^a IEEE

^b WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BLIND EQUALIZATION; BLOOD; CURVE FITTING; ESTIMATION; IMAGE ENHANCEMENT; IMAGING TECHNIQUES; LEAST SQUARES APPROXIMATIONS; MEDICAL IMAGING; MIXING; MONTE CARLO METHODS; OPTIMIZATION; PLASTIC BOTTLES; POSITRON ANNIHILATION SPECTROSCOPY; POSITRON EMISSION TOMOGRAPHY;

APPLICATIONS.; BLOOD SAMPLES; DYNAMIC PET; ESTIMATION ACCURACIES; HUMAN BRAINS; INPUT FUNCTION ESTIMATION; KINETIC PARAMETERS; MINIMALLY INVASIVE; MIXING COEFFICIENTS; MONTE-CARLO SIMULATIONS; MULTIPLE SETS; NUCLEAR SCIENCES; PARAMETRIC ESTIMATION; REGIONS OF INTEREST; SIMO SYSTEMS; SIMULATION STUDIES; SINGLE-INPUT MULTIPLE-OUTPUT; SINGLE-INPUT MULTIPLE-OUTPUT SYSTEMS; SMALL ANIMALS; SMALL-ANIMAL PET; WEIGHTED LEAST-SQUARE;

PARAMETER ESTIMATION;

EID: 48149103711     PISSN: 10957863     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NSSMIC.2007.4437106     Document Type: Conference Paper

References (10)

1. R. Laforest, T. L. Sharp, J. A. Engelbach, N. M. Fettig, P. Herrero, J. Kim, J. S. Lewis. D. J. Rowland. Y. C. Tai, and M. J. Welch, "Measurement of input functions in rodents: challenges and solutions," Nucl Med Biol, vol. 32, pp. 679-85, 2005.
2. T. Ohtake, N. Kosaka, T. Watanabe, I. Yokoyama, T. Moritan, M. Masuo, M. Iizuka, K. Kozeni, T. Momose, S. Oku, and et al., "Noninvasive method to obtain input function for measuring tissue glucose utilization of thoracic and abdominal organs." J Nucl Med. vol. 32, pp. 1432-8, 1991.
3. H. Watabe, M. A. Channing, C. Riddell, F. Jousse, S. K. Libutti, J. A. Carrasquillo, S. L. Bacharach, and R. E. Carson, "Noninvasive estimation of the aorta input function for measurement of tumor blood flow with," IEEE Trans Med Imaging, vol. 20, pp. 164-74, 2001.
4. R. Di Paola, J. P. Bazin, F. Aubry, A. Aurengo, F. Cavailloles, J. Y. Herry, and E. Kahn, "Handling of dynamic sequences in nuclear medicine," IEEE Transactions on Nuclear Science, vol. NS-29, pp. 1310-1321, 1982.
5. F. Frouin, J. P. Bazin, M. Di Paola, O. Jolivet, and R. Di Paola, "FAMIS: a software package for functional feature extraction from biomedical multidimensional images," Comput Med Imaging Graph, vol. 16, pp. 81-91, 1992.
6. Y. Su. M. J. Welch, and K. I. Shoghi, "The application of maximum likelihood factor analysis (MLFA) with uniqueness constraints on dynamic cardiac microPET data," Phys Med Biol, vol. 52, pp. 2313-34, 2007.
7. H. M. Wu, C. K. Hoh, Y. Choi, H. R. Scheiben, R. A. Hawkins, M. E. Phelps, and S. C. Huang, "Factor analysis for extraction of blood time-activity curves in dynamic FDG-PET studies," J Nucl Med, vol. 36, pp. 1714-22, 1995.
8. D. Feng, K.-P. Wong, C.-M. Wu, and W.-C. Siu, "A technique for extracting physiological parameters and the required input function simultaneously from PET image measurements: theory and simulation study," Information Technology in Biomedicine, IEEE Transactions on, vol. 1, pp. 243-254, 1997.
9. K.-P. Wong. D. Feng. S. R. Meikle, and M. J. Fulham, "Simultaneous estimation of physiological parameters and the input function - in vivo PET data," Information Technolog)' in Biomedicine, IEEE Transactions on, vol. 5, pp. 67-76, 2001.
10. D. Feng, S. C. Huang, and X. Wang, "Models for computer simulation studies of input functions for tracer kinetic modeling with positron emission tomography," Im J Biomed Comput, vol. 32, pp. 95-110, 1993.