Presentation 2007-05-25
A Method for Detecting Bone Metastasis in PET/CT Images with Anisotropic Diffusion for Emphasizing Bone Regions
Takashi SUZUKI, Shuhei NITTA, Hidekata HONTANI, Tadanori FUKAMI, Tetsuya YUASA, Takao AKATSUKA, Jin WU, Tohoru TAKEDA, Noboru ORIUCHI, Keigo ENDO, Yorihisa WATANABE,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) In this article, we propose a method for detecting metastatic bone tumors. In metastatic bone tumors, because the bone tissues are damaged, the corresponding CT values become lower than normal ones. Hence, simple binarization fails to detect the regions. For detecting the bone regions correctly, our proposed method interpolates the bone regions by means of anisotropic diffusion of the CT image, and binarizes the resulted image to detect bone regions. In addition, tumor regions are detected by binarizing the PET image. Finally, the method computes the intersection of the bone regions and the tumor ones and detects the metastatic bone tumors. Experimental results show that the method works well.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) CAD / PET/CT / Bone Metastasis / Anisotropic Diffusion
Paper # PRMU2007-18,MI2007-18
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Conference Information
Committee PRMU
Conference Date 2007/5/17(1days)
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Paper Information
Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Method for Detecting Bone Metastasis in PET/CT Images with Anisotropic Diffusion for Emphasizing Bone Regions
Sub Title (in English)
Keyword(1) CAD
Keyword(2) PET/CT
Keyword(3) Bone Metastasis
Keyword(4) Anisotropic Diffusion
1st Author's Name Takashi SUZUKI
1st Author's Affiliation Nagoya Institute of Technology()
2nd Author's Name Shuhei NITTA
2nd Author's Affiliation Nagoya Institute of Technology
3rd Author's Name Hidekata HONTANI
3rd Author's Affiliation Nagoya Institute of Technology
4th Author's Name Tadanori FUKAMI
4th Author's Affiliation Yamagata University
5th Author's Name Tetsuya YUASA
5th Author's Affiliation Yamagata University
6th Author's Name Takao AKATSUKA
6th Author's Affiliation Yamagata University
7th Author's Name Jin WU
7th Author's Affiliation Tsukuba University
8th Author's Name Tohoru TAKEDA
8th Author's Affiliation Tsukuba University
9th Author's Name Noboru ORIUCHI
9th Author's Affiliation Gunma University
10th Author's Name Keigo ENDO
10th Author's Affiliation Gunma University
11th Author's Name Yorihisa WATANABE
11th Author's Affiliation Yamagata Saisei Hospital
Date 2007-05-25
Paper # PRMU2007-18,MI2007-18
Volume (vol) vol.107
Number (no) 57
Page pp.pp.-
#Pages 6
Date of Issue