Evaluation of myocardial defect detection between parallel-hole and fan-beam SPECT using the Hotelling trace

S. D. Wollenweber, B. M.W. Tsui, D. S. Lalush, E. C. Frey, G. T. Gullberg

Research output: Contribution to conferencePaper

Abstract

The objective of this study was to implement the Hotelling trace (HT) to evaluate the potential increase in defect detection in myocardial SPECT using high-resolution fan-beam (HRF) versus parallel-hole (HRP) collimation. Projection data from the 3D MCAT torso phantom were simulated including the effects of attenuation, collimator-detector response blurring and scatter. Poisson noise fluctuations were then simulated. The HRP and HRF collimators had similar resolution at 20 cm. The total counts in the projection data sets were proportional to the detection efficiencies of the collimators and on the order of that found in clinical Tc-99m studies. In six left-ventricular defect locations, the HT found for HRF was superior to that for HRP collimation. For HRF collimation, the HT was calculated for reconstructed images using 64×64, 128×128 and 192×192 grid sizes. The results demonstrate substantial improvement in myocardial defect detection when the grid size was increased from 64×64 to 128×128 and slight improvement from 128×128 to 192×192. Also, the performance of the Hotelling observer in terms of the HT at the different grid sizes correlates at better than 0.95 to that found in human observers in an observer experiment and ROC study.

Original languageEnglish (US)
Pages1428-1432
Number of pages5
StatePublished - Dec 1 1997
Externally publishedYes
EventProceedings of the 1997 IEEE Nuclear Science Symposium - Albuquerque, NM, USA
Duration: Nov 9 1997Nov 15 1997

Other

OtherProceedings of the 1997 IEEE Nuclear Science Symposium
CityAlbuquerque, NM, USA
Period11/9/9711/15/97

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Industrial and Manufacturing Engineering

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    Wollenweber, S. D., Tsui, B. M. W., Lalush, D. S., Frey, E. C., & Gullberg, G. T. (1997). Evaluation of myocardial defect detection between parallel-hole and fan-beam SPECT using the Hotelling trace. 1428-1432. Paper presented at Proceedings of the 1997 IEEE Nuclear Science Symposium, Albuquerque, NM, USA, .