Computer aided detection system for Osteoporosis using low dose thoracic 3D CT images

Daisuke Tsuji; Mikio Matsuhiro; Hidenobu Suzuki; Yoshiki Kawata; Noboru Niki; Yasutaka Nakano; Masafumi Harada; Masahiko Kusumoto; Takaaki Tsuchida; Kenji Eguchi; Masahiro Kaneko

doi:10.1117/12.2293483

27 February 2018 Computer aided detection system for Osteoporosis using low dose thoracic 3D CT images

Daisuke Tsuji, Mikio Matsuhiro, Hidenobu Suzuki, Yoshiki Kawata, Noboru Niki, Yasutaka Nakano, Masafumi Harada, Masahiko Kusumoto, Takaaki Tsuchida, Kenji Eguchi, Masahiro Kaneko

Author Affiliations +

Proceedings Volume 10575, Medical Imaging 2018: Computer-Aided Diagnosis; 105753D (2018) https://doi.org/10.1117/12.2293483
Event: SPIE Medical Imaging, 2018, Houston, Texas, United States

Abstract

The patient of osteoporosis is about 13 million people in Japan and it is one of healthy life problems in the aging society. It is necessary to do early stage detection and treatment in order to prevent the osteoporosis. Multi-slice CT technology has been improving the three dimensional (3D) image analysis with higher resolution and shorter scan time. The 3D image analysis of thoracic vertebra can be used for supporting to diagnosis of osteoporosis. This analysis can be used for lung cancer detection at the same time. We develop method of shape analysis and CT values of spongy bone for the detection osteoporosis. Osteoporosis and lung cancer screening show high extraction rate by the thoracic vertebral evaluation CT images. In addition, we created standard pattern of CT value per thoracic vertebra for male age group using 298 low dose data.

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Daisuke Tsuji, Daisuke Tsuji, Mikio Matsuhiro, Mikio Matsuhiro, Hidenobu Suzuki, Hidenobu Suzuki, Yoshiki Kawata, Yoshiki Kawata, Noboru Niki, Noboru Niki, Yasutaka Nakano, Yasutaka Nakano, Masafumi Harada, Masafumi Harada, Masahiko Kusumoto, Masahiko Kusumoto, Takaaki Tsuchida, Takaaki Tsuchida, Kenji Eguchi, Kenji Eguchi, Masahiro Kaneko, Masahiro Kaneko, "Computer aided detection system for Osteoporosis using low dose thoracic 3D CT images", Proc. SPIE 10575, Medical Imaging 2018: Computer-Aided Diagnosis, 105753D (27 February 2018); doi: 10.1117/12.2293483; https://doi.org/10.1117/12.2293483

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