| Presentation | 2020-01-29 [Poster Presentation] Detection of lung nodules on CT images by use of YOLO Xu Chen, Yasushi Hirano, Shoji Kido, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The number of deaths caused by lung cancer in Japan is relatively high for both men and women. Chest CT screening has been becoming more frequent because early detection may reduce the number of cancer deaths if treatment is started before metastasis to other organs occurs. Although chest CT screening is often performed with about 1 mm thickness images for finding early cancers by using low-dose CT, those taken with 5 to 10 mm thickness are still used commonly. We propose a lung nodule detection method using deep learning technology named YOLO (You Only Look Once) v3 for CT images taken with 5 to 10 mm thickness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | YOLO / Deep Learning / CT |
| Paper # | MI2019-78 |
| Date of Issue | 2020-01-22 (MI) |
| Conference Information | |
| Committee | MI |
|---|---|
| Conference Date | 2020/1/29(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | OKINAWAKEN SEINENKAIKAN |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Medical Image Engineering, Analysis, Recognition, etc. |
| Chair | Yoshiki Kawata(Tokushima Univ.) |
| Vice Chair | Takayuki Kitasaka(Aichi Inst. of Tech.) / Hidekata Hontani(Nagoya Inst. of Tech.) |
| Secretary | Takayuki Kitasaka(Yamaguchi Univ.) / Hidekata Hontani(Univ. of Hyogo) |
| Assistant | Hotaka Takizawa(Tsukuba Univ.) / Yoshito Otake(NAIST) |
| Paper Information | |
| Registration To | Technical Committee on Medical Imaging |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] Detection of lung nodules on CT images by use of YOLO |
| Sub Title (in English) | |
| Keyword(1) | YOLO |
| Keyword(2) | Deep Learning |
| Keyword(3) | CT |
| 1st Author's Name | Xu Chen |
| 1st Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 2nd Author's Name | Yasushi Hirano |
| 2nd Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 3rd Author's Name | Shoji Kido |
| 3rd Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2020-01-29 |
| Paper # | MI2019-78 |
| Volume (vol) | vol.119 |
| Number (no) | MI-399 |
| Page | pp.pp.61-65(MI), |
| #Pages | 5 |
| Date of Issue | 2020-01-22 (MI) |