Graph-based energy-minimization segmentation and PCA applied to internal carotid extraction in neurological PET

IEEE Nuclear Science Symposium Conference Record

Volumn 4, Issue , 2003, Pages 2613-2617

  Parker, Brian ^a   Feng, David ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA PROCESSING; NEUROLOGY; OPTIMIZATION; PARAMETER ESTIMATION; PRINCIPAL COMPONENT ANALYSIS; SAMPLING;

CAROTID EXTRACTION; REGION-OF-INTEREST (ROI); SEGMENTATION ALGORITHMS; TIME ACTIVITY CURVE (TAC);

POSITRON EMISSION TOMOGRAPHY;

EID: 11844299023     PISSN: 10957863     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. 18F-FIuoro-2-Deoxyglucose. the Patlak Method, and an Image-Derived Input Function", Journal of Cerebral Blood Flow and Metabolism, vol. 18 pp. 716-723, 1998.
2. J. Ashburner, J. Haslan, C. Taylor, V.J. Cunningham, T. Jones, "A cluster analysis approach for the characterization of Dynamic PET Data". In Quantification of Brain Function Using PET. R. Myers, V. Cunningham, D. Bailey, T. Jones, Eds. San Diego. Academic, 1996, pp. 301-306.
3. K.P. Wong, D. Feng, S. Meikle, M. Fulham, "Segmentation of Dynamic PET Images Using Cluster Analysis", IEEE Transactions on Nuclear Science, vol. 49, no. 1, pp. 200-207, Feb. 2002.
4. J. Chen, S. Gunn, M. Nixon, R. Gunn, "Markov Random Field Models for Segmentation of PET Images", IPMI2001, LNCS 2082, Springer-Verlag Berlin, pp 468-474, 2001.
5. Y. Kimura, M. Senda, N.M. Alpert "Fast Formation of statistically reliable FDG parametric images based on clustering and principal components", Physics in Medicine and Biology, vol. 47, pp. 455-468 2002
6. J. Morel, S. Solimini, Variational Methods in Image Segmentation. Boston, Birkhauser 1995
7. B.J. Parker, D. Feng, "Large Three-Dimensional Data Set Segmentation Using Graph-Theoretic Energy-Minimization Approach". Proceedings of SPIE Medical Imaging 2003, vol. 5032. pp. 491-499, San Diego, California, February 2003.
8. F. Pederson, M. Bergstrom, E. Bengtsson, B. Langstrom, "Principal Component Analysis of Dynamic Positron Emission Tomography Images". European Journal of Nuclear Medicine, vol. 21, pp. 1285-1292. 1994.
9. Z. Chen, B.J. Parker, D. Feng, "Temporal Compression for Dynamic Positron Emission Tomography via Principal Component Analysis in the Sinogram Domain", IEEE Nuclear Science Symposium and Medical Imaging Conference CR. 2003