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Proceedings Paper

Automated scoring system of standard uptake value for torso FDG-PET images
Author(s): Takeshi Hara; Tatsunori Kobayashi; Kazunao Kawai; Xiangrong Zhou; Satoshi Itoh; Tetsuro Katafuchi; Hiroshi Fujita
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Paper Abstract

The purpose of this work was to develop an automated method to calculate the score of SUV for torso region on FDG-PET scans. The three dimensional distributions for the mean and the standard deviation values of SUV were stored in each volume to score the SUV in corresponding pixel position within unknown scans. The modeling methods is based on SPM approach using correction technique of Euler characteristic and Resel (Resolution element). We employed 197 nor-mal cases (male: 143, female: 54) to assemble the normal metabolism distribution of FDG. The physique were registered each other in a rectangular parallelepiped shape using affine transformation and Thin-Plate-Spline technique. The regions of the three organs were determined based on semi-automated procedure. Seventy-three abnormal spots were used to estimate the effectiveness of the scoring methods. As a result, the score images correctly represented that the scores for normal cases were between zeros to plus/minus 2 SD. Most of the scores of abnormal spots associated with cancer were lager than the upper of the SUV interval of normal organs.

Paper Details

Date Published: 1 April 2008
PDF: 4 pages
Proc. SPIE 6915, Medical Imaging 2008: Computer-Aided Diagnosis, 691534 (1 April 2008); doi: 10.1117/12.770456
Show Author Affiliations
Takeshi Hara, Gifu Univ. (Japan)
Tatsunori Kobayashi, Gifu Univ. (Japan)
Kazunao Kawai, Gifu Univ. (Japan)
Xiangrong Zhou, Gifu Univ. (Japan)
Satoshi Itoh, Daiyukai General Hospital (Japan)
Tetsuro Katafuchi, Gifu Univ. of Medical Sciences (Japan)
Hiroshi Fujita, Gifu Univ. (Japan)


Published in SPIE Proceedings Vol. 6915:
Medical Imaging 2008: Computer-Aided Diagnosis
Maryellen L. Giger; Nico Karssemeijer, Editor(s)

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