| Presentation | 2019-01-23 [Short Paper] A Lung Cancer Risk Prediction Model based on Clinical Information and Chest CT Images Analyses Takeru Kageyama, Yoshiki Kawata, Noboru Niki, Masahiko Kusumoto, Hironobu Ohmatsu, Yoshiki Aokage, Takaaki Tsuchida, Yuji Matsumoto, Kenji Eguchi, Masahiro Kaneko, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Lung cancer accounts for the number of cancer deaths first, and it is on an increasing trend. Although lung cancer CT screening that discovers lung cancer candidates using chest 3-dimensional CT images has been carried out recently as one of the methods for early detection of lung cancer, unnecessary definitive diagnosis is being carried out to non-cancer samples of 20 to 55%. In order to reduce the false positive rate of lung cancer in lung cancer CT screening, multiple malignant risk models have been published that categorize and score nodules in various countries around the world. In this study, we develop high-performance malignant risk models using clinical information and the results of image analysis of Japanese thin section CT images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Lung nodule / Chest Chest 3-dimensional CT images / multiple malignant risk model |
| Paper # | MI2018-98 |
| Date of Issue | 2019-01-15 (MI) |
| Conference Information | |
| Committee | MI |
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| Conference Date | 2019/1/22(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Medical Image Engineering, Analysis, Recognition, etc. |
| Chair | Kensaku Mori(Nagoya Univ.) |
| Vice Chair | Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) |
| Secretary | Yoshiki Kawata(Aichi Inst. of Tech.) / Yuichi Kimura(Nagoya Inst. of Tech.) |
| Assistant | Ryo Haraguchi(Univ. of Hyogo) / Yasushi Hirano(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Medical Imaging |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Short Paper] A Lung Cancer Risk Prediction Model based on Clinical Information and Chest CT Images Analyses |
| Sub Title (in English) | |
| Keyword(1) | Lung nodule |
| Keyword(2) | Chest Chest 3-dimensional CT images |
| Keyword(3) | multiple malignant risk model |
| 1st Author's Name | Takeru Kageyama |
| 1st Author's Affiliation | Tokushima University Graduate School(Tokushima Univ.) |
| 2nd Author's Name | Yoshiki Kawata |
| 2nd Author's Affiliation | Tokushima University Graduate School(Tokushima Univ.) |
| 3rd Author's Name | Noboru Niki |
| 3rd Author's Affiliation | Tokushima University Graduate School(Tokushima Univ.) |
| 4th Author's Name | Masahiko Kusumoto |
| 4th Author's Affiliation | National Cancer Center(National Cancer Center) |
| 5th Author's Name | Hironobu Ohmatsu |
| 5th Author's Affiliation | Abashiri Prison(Abashiri Prison) |
| 6th Author's Name | Yoshiki Aokage |
| 6th Author's Affiliation | National Cancer Center(National Cancer Center) |
| 7th Author's Name | Takaaki Tsuchida |
| 7th Author's Affiliation | National Cancer Center(National Cancer Center) |
| 8th Author's Name | Yuji Matsumoto |
| 8th Author's Affiliation | National Cancer Center(National Cancer Center) |
| 9th Author's Name | Kenji Eguchi |
| 9th Author's Affiliation | Teikyo University(Teikyo Univ.) |
| 10th Author's Name | Masahiro Kaneko |
| 10th Author's Affiliation | Tokyo Health Service Association Health Support Center(Tokyo Health Service Association Health Support Center) |
| Date | 2019-01-23 |
| Paper # | MI2018-98 |
| Volume (vol) | vol.118 |
| Number (no) | MI-412 |
| Page | pp.pp.161-163(MI), |
| #Pages | 3 |
| Date of Issue | 2019-01-15 (MI) |