Presentation 2004/1/18
The Pulmonary Nodule classification Using Multi-slice CT images (Medical Imaging))
Manami YAMASAKI, Yoshiki KAWATA, Noboru NIKI, Hironobu OHMATSU, Ryutarou KAKINUMA, Masahiko KUSUMOTO, Kiyoshi MORI, Kouzou YAMADA, Kenji EGUCHI, Yoshiyuki NISHIYAMA, Masahiro KANEKO, Noriyuki MORIYAMA,
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Abstract(in English) High resolution CT images allow physicians to observe the detailed information of pulmonary nodule such as internal structure and surrounding structure. In order to quantify the nodule characteristics, computerized approaches become important. Accurately quantifying pulmonary structure is a key issue in three-dimensional computer-aided diagnosis (CAD) schemes. In this research, pulmonary nodules on Multi-slice CT images are classified into five patterns by CT density distribution. For each pattern, three-dimensional features of nodule morphology are investigated to characterize benign and malignant cases numerically.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Multi-slice CT / Pulmonary Nodule / classification / discrimination between benign tumors and malignant tumors
Paper # MI2003-108
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Committee MI
Conference Date 2004/1/18(1days)
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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) The Pulmonary Nodule classification Using Multi-slice CT images (Medical Imaging))
Sub Title (in English)
Keyword(1) Multi-slice CT
Keyword(2) Pulmonary Nodule
Keyword(3) classification
Keyword(4) discrimination between benign tumors and malignant tumors
1st Author's Name Manami YAMASAKI
1st Author's Affiliation Dept. of Optical Science, Univ. of Tokushima()
2nd Author's Name Yoshiki KAWATA
2nd Author's Affiliation Dept. of Optical Science, Univ. of Tokushima
3rd Author's Name Noboru NIKI
3rd Author's Affiliation Dept. of Optical Science, Univ. of Tokushima
4th Author's Name Hironobu OHMATSU
4th Author's Affiliation National Cancer Center Hospital East
5th Author's Name Ryutarou KAKINUMA
5th Author's Affiliation National Cancer Center Hospital East
6th Author's Name Masahiko KUSUMOTO
6th Author's Affiliation National Cancer Center Hospital
7th Author's Name Kiyoshi MORI
7th Author's Affiliation Tochigi Cancer Center
8th Author's Name Kouzou YAMADA
8th Author's Affiliation Kanagawa Cancer Center
9th Author's Name Kenji EGUCHI
9th Author's Affiliation Dept. of Medicine, Tokai Univ
10th Author's Name Yoshiyuki NISHIYAMA
10th Author's Affiliation Social Health Insurance Medical Center
11th Author's Name Masahiro KANEKO
11th Author's Affiliation National Cancer Center Hospital
12th Author's Name Noriyuki MORIYAMA
12th Author's Affiliation National Cancer Center Hospital
Date 2004/1/18
Paper # MI2003-108
Volume (vol) vol.103
Number (no) 599
Page pp.pp.-
#Pages 5
Date of Issue