Presentation 2006-09-01
A Method for Classifying Candidates of Tumor in PET/CT images and Its Application of Prognostic Observations
Shuhei NITTA, Hidekata HONTANI, Tadanori FUKAMI, Tetsuya YUASA, Takao AKATSUKA, Jin WU, Tohoru TAKEDA, Noboru ORIUCHI, Keigo ENDO, Yorihisa WATANABE,
PDF Download Page PDF download Page Link
Abstract(in Japanese) (See Japanese page)
Abstract(in English) In this article, we propose a method for classifying candidates of tumors detected in PET/CT images and apply the proposed method to prognostic observations. Our method detects bright regions in a PET image as tumors. For improving the performance of the tumor detection, we select a proper threshold for binarizing the image according to location of a body. In addition, we extract a liver and kidneys that accumulate FDG using a probabilistic atlas, and we detect candidates of tumors in a liver region by a specialized method. Subsequently, we sort the detected tumor candidates by the degree of FDG accumulation. We make prognostic observations by comparing a preoperative PET/CT image with apostoperative PET/CT image. This article shows results of the proposed method and discusses the performance.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) PET/CT / probabilistic atlas / tumor / prognostic observations
Paper # MI2006-55
Date of Issue

Conference Information
Committee MI
Conference Date 2006/8/25(1days)
Place (in Japanese) (See Japanese page)
Place (in English)
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair
Vice Chair
Secretary
Assistant

Paper Information
Registration To Medical Imaging (MI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Method for Classifying Candidates of Tumor in PET/CT images and Its Application of Prognostic Observations
Sub Title (in English)
Keyword(1) PET/CT
Keyword(2) probabilistic atlas
Keyword(3) tumor
Keyword(4) prognostic observations
1st Author's Name Shuhei NITTA
1st Author's Affiliation Nagoya Institute of Technology()
2nd Author's Name Hidekata HONTANI
2nd Author's Affiliation Nagoya Institute of Technology
3rd Author's Name Tadanori FUKAMI
3rd Author's Affiliation Yamagata University
4th Author's Name Tetsuya YUASA
4th Author's Affiliation Yamagata University
5th Author's Name Takao AKATSUKA
5th Author's Affiliation Yamagata University
6th Author's Name Jin WU
6th Author's Affiliation Tsukuba University
7th Author's Name Tohoru TAKEDA
7th Author's Affiliation Tsukuba University
8th Author's Name Noboru ORIUCHI
8th Author's Affiliation Gunma University
9th Author's Name Keigo ENDO
9th Author's Affiliation Gunma University
10th Author's Name Yorihisa WATANABE
10th Author's Affiliation Yamagata Saisei Hospital
Date 2006-09-01
Paper # MI2006-55
Volume (vol) vol.106
Number (no) 225
Page pp.pp.-
#Pages 6
Date of Issue