| Presentation | 2018-03-20 Temporally continuous Spatiotemporal Statistical Shape Model construction for the neonatal brain shape analysis Kento Morita, Alam Saadia Binte, Manabu Nii, Yuki Wakata, Kumiko Ando, Reiichi Ishikura, Akinobu Shimizu, Syoji Kobashi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The number of neonates with development disorder is increasing in Japan. Very early intervention in development disorder is effective to decrease the symptom of the disorder, however, early detection of development disorder is difficult. We have proposed the spatiotemporal statistical shape model (stSSM) construction method for the very early detection of development disorder. Based on principal component analysis, our previous method constructs statistical shape models at arbitrary time points. However, our previous method cannot construct temporally continuous stSSM. This paper constructs the temporally continuous neonatal brain stSSM by regularizing Eigen vectors in time direction. The method has been validated by applying the method to 12 neonatal brains whose revised ages are between -5 to 200 days. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neonatal Brain / spatiotempo Statistical Sahpe Model / Magnetic Resonance Image / Preemptive medicine / development disorder |
| Paper # | MI2017-90 |
| Date of Issue | 2018-03-12 (MI) |
| Conference Information | |
| Committee | SIP / EA / SP / MI |
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| Conference Date | 2018/3/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Speech, Engineering/Electro Acoustics, Signal Processing, and Related Topics [SIP, EA, SP]/ Medical Image Engineering, Analysis, Recognition, etc. [MI] |
| Chair | Masahiro Okuda(Univ. of Kitakyushu) / Suehiro Shimauchi(NTT) / Yoichi Yamashita(Ritsumeikan Univ.) / Kensaku Mori(Nagoya Univ.) |
| Vice Chair | Shogo Muramatsu(Niigata Univ.) / Naoyuki Aikawa(TUS) / Mitsunori Mizumachi(Kyutech) / Hiroki Mori(Utsunomiya Univ.) / Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) |
| Secretary | Shogo Muramatsu(Chiba Inst. of Tech.) / Naoyuki Aikawa(Takushoku Univ.) / Mitsunori Mizumachi(Akita Pref. Univ.) / Hiroki Mori(Shizuoka Inst. of Science and Tech.) / Yoshiki Kawata(Shizuoka Univ.) / Yuichi Kimura(Meijo Univ.) |
| Assistant | Masayoshi Nakamoto(Hiroshima Univ.ひろ) / TREVINO Jorge(Tohoku Univ.) / Nobutaka Ito(NTT) / Kei Hashimoto(Nagoya Inst. of Tech.) / Satoshi Kobashikawa(NTT) / Ryo Haraguchi(Univ. of Hyogo) / Yasushi Hirano(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Signal Processing / Technical Committee on Engineering Acoustics / Technical Committee on Speech / 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) | Temporally continuous Spatiotemporal Statistical Shape Model construction for the neonatal brain shape analysis |
| Sub Title (in English) | |
| Keyword(1) | Neonatal Brain |
| Keyword(2) | spatiotempo Statistical Sahpe Model |
| Keyword(3) | Magnetic Resonance Image |
| Keyword(4) | Preemptive medicine |
| Keyword(5) | development disorder |
| 1st Author's Name | Kento Morita |
| 1st Author's Affiliation | University of Hyogo(Univ. of Hyogo) |
| 2nd Author's Name | Alam Saadia Binte |
| 2nd Author's Affiliation | University of Hyogo(Univ. of Hyogo) |
| 3rd Author's Name | Manabu Nii |
| 3rd Author's Affiliation | University of Hyogo(Univ. of Hyogo) |
| 4th Author's Name | Yuki Wakata |
| 4th Author's Affiliation | Hyogo College of Medicine(Hyogo College of Medicine) |
| 5th Author's Name | Kumiko Ando |
| 5th Author's Affiliation | Hyogo College of Medicine(Hyogo College of Medicine) |
| 6th Author's Name | Reiichi Ishikura |
| 6th Author's Affiliation | Hyogo College of Medicine(Hyogo College of Medicine) |
| 7th Author's Name | Akinobu Shimizu |
| 7th Author's Affiliation | Tokyo University of Agriculture and Technology(Tokyo University of Agriculture and Technology) |
| 8th Author's Name | Syoji Kobashi |
| 8th Author's Affiliation | University of Hyogo(Univ. of Hyogo) |
| Date | 2018-03-20 |
| Paper # | MI2017-90 |
| Volume (vol) | vol.117 |
| Number (no) | MI-518 |
| Page | pp.pp.87-91(MI), |
| #Pages | 5 |
| Date of Issue | 2018-03-12 (MI) |