Presentation 2001/4/13
Analysis of Evolving Processes in Pulmonary Nodules using High Resolution CT Images
Y. Kawata, N. Niki, H. Ohmatsu, M. Kusumoto, R. Kakinuma, K. Mori, H. Nishiyama, K. Eguchi, M. Kaneko, N. Moriyama,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) This paper presents a method to analyze volume evolutions of pulmonary nodules for discrimination between malignant and benign nodules. Our method consists of four steps; (1) The 3-D rigid registration of the two successive 3-D thoracic CT images, (2) the 3-D affine registration of the two successive region-of-interest (ROI) images, (3) non-rigid registration between local volumetric ROIs, and (4) analysis of the local displacement field between successive temporal images In preliminary study, the method was applied to the successive 3-D thoracic images of two pulmonary lesions including a metastasis malignant case and a inflammatory benign to quantiry the evolving process in the pulmonary nodules and surrounding structure. These experimental results indicate that our method is a promising tool to quantiry how the lesions evolve their volume and surrounding structures.
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Keyword(in English) pulmonary nodule / differential diagnosis / interval change / registration / displacement field
Paper # DSP2001-10,IE2001-10,MI2001-10
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Committee IE
Conference Date 2001/4/13(1days)
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Paper Information
Registration To Image Engineering (IE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Analysis of Evolving Processes in Pulmonary Nodules using High Resolution CT Images
Sub Title (in English)
Keyword(1) pulmonary nodule
Keyword(2) differential diagnosis
Keyword(3) interval change
Keyword(4) registration
Keyword(5) displacement field
1st Author's Name Y. Kawata
1st Author's Affiliation Dept. of Optical Science, Univ. of Tokushima()
2nd Author's Name N. Niki
2nd Author's Affiliation Dept. of Optical Science, Univ. of Tokushima
3rd Author's Name H. Ohmatsu
3rd Author's Affiliation National Cancer Center Hospital East
4th Author's Name M. Kusumoto
4th Author's Affiliation National Cancer Center Hospital
5th Author's Name R. Kakinuma
5th Author's Affiliation National Cancer Center Hospital East
6th Author's Name K. Mori
6th Author's Affiliation Tochigi Cancer Center
7th Author's Name H. Nishiyama
7th Author's Affiliation The Social Health Insurance Medical Center
8th Author's Name K. Eguchi
8th Author's Affiliation National Shikoku Cancer Center Hospital
9th Author's Name M. Kaneko
9th Author's Affiliation National Cancer Center Hospital
10th Author's Name N. Moriyama
10th Author's Affiliation National Cancer Center Hospital
Date 2001/4/13
Paper # DSP2001-10,IE2001-10,MI2001-10
Volume (vol) vol.101
Number (no) 19
Page pp.pp.-
#Pages 8
Date of Issue