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Factorial analysis in diagnosis of left-to-right shunts

Conference · · J. Nucl. Med.; (United States)
OSTI ID:5936057
Factor analysis (FA) extracts curves and images from a dynamic study with minimal operator intervention. This study applies FA to the left-to-right (L-R) shunt diagnosis, using it with deconvolution and gamma fitting techniques and comparing it to current procedures. 14 patients with a L-R shunt confirmed by catheterization and 10 normal subjects were studied. A first-pass ventriculogram was gathered in list mode for 25 sec after bolus injection of 15-20 mCi Tc99m. .5 sec frames were created. For FA 3 factors were requested, the dixel size was 4 by 4 pixels and 30 dixels were analyzed. The heart was masked out for the analysis. Three images and curves were obtained: venous input, lungs and background. The lung curve was deconvolved by the venous input curve using the lagged normal algorithm. The unit impulse response was used to obtain a calculated output lung curve. Gamma functions were fitted on this curve and area ratios yielded the Qp/Qs. Only FA with deconvolution separates the shunt patients from the control group with a p <0.001. Qp/Qs for the shunt group was 2.30, SD .54 and the control group was 1.12, SD .07. The best correlation with oximetry was obtained with this technique, r=.87 and SEE .28. The FA lung curve has excellent counting statistics derived from 48% of the total counts, thus the improvement of results.
Research Organization:
UCLA School of Medicine, Harbor-UCLA Medical Center, Torrance, CA
OSTI ID:
5936057
Report Number(s):
CONF-850611-
Conference Information:
Journal Name: J. Nucl. Med.; (United States) Journal Volume: 26:5
Country of Publication:
United States
Language:
English