| Presentation | 2022-11-18 Development of a Statistical Model for Predicting Aging Change in Spine and Pelvis Based on Landmarks Detected in a Large Scale Torso CT Image Database Yuga Shimomoto, Yoshito Otake, Tomoki Hakotani, Mazen Soufi, Hideki Shigematu, Keisuke Uemura, Masaki Takao, Toshiaki Akashi, Kensaku Mori, Kento Aida, Nobuhiko Sugano, Yoshinobu Sato, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | One way to describe variations in skeletal shape is a statistical shape model (SSM), which statistically analyzes organ shape data from multiple individuals. We aim to construct a SSM of the whole-body skeleton using a large CT database of more than 40,000 cases of J-MID collected by the Japan Radiological Society. As a first step, we extracted skeletal landmarks from a large CT image database of the torso (from the thoracic spine to the lower pelvis) and constructed SSM. Then, we investigated the age-related changes in skeletal shape and arrangement, and predicted the shape of the spine. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | statistical shape model / aging change analysis |
| Paper # | MICT2022-39,MI2022-68 |
| Date of Issue | 2022-11-11 (MICT, MI) |
| Conference Information | |
| Committee | MICT / MI |
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| Conference Date | 2022/11/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagoya Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Medical imaging technology, healthcare and medical information communication technology, etc. |
| Chair | Hirokazu Tanaka(Hiroshima City Univ.) / Hidekata Hontani(Nagoya Inst. of Tech.) |
| Vice Chair | Chika Sugimoto(Yokohama National Univ.) / Daisuke Anzai(Nagoya Inst. of Tech.) / Hideaki Haneishi(Chiba Univ.) / Takayuki Kitasaka(Aichi Inst. of Tech.) |
| Secretary | Chika Sugimoto(Okayama Pref. Univ.) / Daisuke Anzai(KISTEC) / Hideaki Haneishi(Yamaguchi Univ.) / Takayuki Kitasaka(Univ. of Hyogo) |
| Assistant | Takahiro Ito(Hiroshima City Univ) / Natsuki Nakayama(Nagoya Univ.) / Takuya Nishikawa(National Cerebral and Cardiovascular Center Hospital) / Takeshi Hara(Gifu Univ.) / Yoshito Otake(NAIST) |
| Paper Information | |
| Registration To | Technical Committee on Healthcare and Medical Information Communication Technology / Technical Committee on Medical Imaging |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of a Statistical Model for Predicting Aging Change in Spine and Pelvis Based on Landmarks Detected in a Large Scale Torso CT Image Database |
| Sub Title (in English) | |
| Keyword(1) | statistical shape model |
| Keyword(2) | aging change analysis |
| 1st Author's Name | Yuga Shimomoto |
| 1st Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 2nd Author's Name | Yoshito Otake |
| 2nd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 3rd Author's Name | Tomoki Hakotani |
| 3rd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 4th Author's Name | Mazen Soufi |
| 4th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 5th Author's Name | Hideki Shigematu |
| 5th Author's Affiliation | Nara Medical University(Nara Med. Univ.) |
| 6th Author's Name | Keisuke Uemura |
| 6th Author's Affiliation | Osaka University(Osaka Univ.) |
| 7th Author's Name | Masaki Takao |
| 7th Author's Affiliation | Ehime University(Ehime Univ.) |
| 8th Author's Name | Toshiaki Akashi |
| 8th Author's Affiliation | Juntendo University(Juntendo Univ.) |
| 9th Author's Name | Kensaku Mori |
| 9th Author's Affiliation | Nagoya University/National Institute of Informatics(Nagoya Univ./NII) |
| 10th Author's Name | Kento Aida |
| 10th Author's Affiliation | National Institute of Informatics(NII) |
| 11th Author's Name | Nobuhiko Sugano |
| 11th Author's Affiliation | Osaka University(Osaka Univ.) |
| 12th Author's Name | Yoshinobu Sato |
| 12th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| Date | 2022-11-18 |
| Paper # | MICT2022-39,MI2022-68 |
| Volume (vol) | vol.122 |
| Number (no) | MICT-264,MI-265 |
| Page | pp.pp.29-32(MICT), pp.29-32(MI), |
| #Pages | 4 |
| Date of Issue | 2022-11-11 (MICT, MI) |