Computer-aided diagnosis for osteoporosis using chest 3D CT images

被引：0

作者：

Yoneda, K. ^{[1
]}

Matsuhiro, M. ^{[2
]}

Suzuki, H. ^{[2
]}

Kawata, Y. ^{[2
]}

Niki, N. ^{[2
]}

Nakano, Y. ^{[3
]}

Ohmatsu, H. ^{[4
]}

Kusumoto, M. ^{[4
]}

Tsuchida, T. ^{[5
]}

Eguchi, K. ^{[6
]}

Kaneko, M.

机构：

[1] Univ Tokushima, Grad Sch Adv Technol & Sci, Syst Innovat Engn, Tokushima, Japan

[2] Univ Tokushima, Inst Technol & Sci, Tokushima, Japan

[3] Shiga Univ Med Sci, Dept Resp Med, Shiga, Japan

[4] Natl Canc Hosp East, Tokyo, Japan

[5] Teikyo Univ, Fac Med, Tokyo, Japan

[6] Tokyo Hlth Serv Assoc, Tokyo, Japan

来源：

MEDICAL IMAGING 2016: COMPUTER-AIDED DIAGNOSIS | 2015年 / 9785卷

关键词：

multi-slice CT; osteoporosis;

D O I：

10.1117/12.2216600

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

The patients of osteoporosis comprised of about 13 million people in Japan and it is one of the problems the aging society has. In order to prevent the osteoporosis, it is necessary to do early detection and treatment. Multi-slice CT technology has been improving the three dimensional (3-D) image analysis with higher body axis resolution and shorter scan time. The 3-D image analysis using multi-slice CT images of thoracic vertebra can be used as a support to diagnose osteoporosis and at the same time can be used for lung cancer diagnosis which may lead to early detection. We develop automatic extraction and partitioning algorithm for spinal column by analyzing vertebral body structure, and the analysis algorithm of the vertebral body using shape analysis and a bone density measurement for the diagnosis of osteoporosis. Osteoporosis diagnosis support system obtained high extraction rate of the thoracic vertebral in both normal and low doses.

引用

页数：6

共 50 条

[1] Computer-aided diagnosis workstation for chest diagnosis based on multihelical CT images
Sato, H
Niki, N
Mori, K
Eguchi, K
Kaneko, M
Kakinuma, R
Moriyama, N
Ohmatsu, H
Masuda, H
Machida, S
Sasagawa, M
MEDICAL IMAGING 2005: PACS AND IMAGING INFORMATICS, 2005, 5748 : 480 - 490
[2] Hybrid lung segmentation in chest CT images for computer-aided diagnosis
Yim, Y
Hong, H
Shin, YG
Healthcom 2005: 7th International Workshop on Enterprise Networking and Computing in Healthcare Industry, Proceedings, 2005, : 378 - 383
[3] Computer-aided diagnosis workstation and database system for chest diagnosis based on multihelical CT images
Satoh, Hitoshi
Niki, Noboru
Mori, Kiyoshi
Eguchi, Kenji
Kaneko, Masahiro
Kakinuma, Ryutarou
Moriyama, Noriyuki
Ohmatsu, Hironobu
Masuda, Hideo
Machida, Suguru
Sasagawa, Michizou
MEDICAL IMAGING 2006: PACS AND IMAGING INFORMATICS, 2006, 6145
[4] Computer aided detection system for Osteoporosis using low dose thoracic 3D CT images
Tsuji, Daisuke
Matsuhiro, Mikio
Suzuki, Hidenobu
Kawata, Yoshiki
Niki, Noboru
Nakano, Yasutaka
Harada, Masafumi
Kusumoto, Masahiko
Tsuchida, Takaaki
Eguchi, Kenji
Kaneko, Masahiro
MEDICAL IMAGING 2018: COMPUTER-AIDED DIAGNOSIS, 2018, 10575
[5] Computer-aided diagnosis workstation and network system for chest diagnosis based on miltislice CT images
Satoh, Hitoshi
Niki, Noboru
Mori, Kiyoshi
Eguchi, Kenji
Kaneko, Masahiro
Kakinuma, Ryutarou
Moriyama, Noriyuki
Ohmatsu, Hironobu
Masuda, Hideo
Machida, Suguru
MEDICAL IMAGING 2007: PACS AND IMAGING INFORMATICS, 2007, 6516
[6] Computer-aided diagnosis workstation and network system for chest diagnosis based on multislice CT images
Satoh, Hitoshi
Niki, Noboru
Eguchi, Kenji
Moriyama, Noriyuki
Ohmatsu, Hironobu
Masuda, Hideo
Machida, Suguru
MEDICAL IMAGING 2008: PACS AND IMAGING INFORMATICS, 2008, 6919
[7] Computer-aided diagnosis workstation and database system for chest diagnosis based on multihelical CT images
Oyama National College of Technology, Japan
不详
不详
不详
不详
不详
不详
SPIE - The International Society for Optical Engineering, 1600, 402-412 (2004):
[8] Computer-aided diagnosis workstation and database system for chest diagnosis based on multihelical CT images
Sato, H
Niki, N
Mori, K
Eguchi, K
Kaneko, M
Moriyama, N
Ohmatsu, H
Kakinuma, R
Masuda, H
Machida, S
Sasagawa, M
MEDICAL IMAGING 2004: PACS AND IMAGING INFORMATICS, 2004, 5 (25): : 402 - 412
[9] Development of computer-aided diagnosis system for 3D multi-detector row CT images of livers
Shimizu, A
Hitosugi, T
Nakagawa, J
Tamura, M
Kobatake, H
CARS 2003: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS, 2003, 1256 : 1055 - 1062
[10] Efficient 3D Texture Feature Extraction from CT Images for Computer-Aided Diagnosis of Pulmonary Nodules
Han, Fangfang
Wang, Huafeng
Song, Bowen
Zhang, Guopeng
Lu, Hongbing
Moore, William
Liang, Zhengrong
Zhao, Hong
MEDICAL IMAGING 2014: COMPUTER-AIDED DIAGNOSIS, 2014, 9035

← 1 2 3 4 5 →