| Presentation | 2018-03-19 [Short Paper] Performance Evaluation of Age Estimation Methods Using ADNI Database Koichi Ito, Ryuichi Fujimoto, Kai Wu, Kazunori Sato, Yasuyuki Taki, Hiroshi Fukuda, Takafumi Aoki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper evaluates the accuracy of age estimation methods with brain local features and CNN using the ADNI database. We compare the performance between handcrafted local features and automatically extracted features by identifying CN, MCI and AD of T1-weighted images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | MRI / T1-weighted image / age estimation / local features / CNN / Alzheimer's disease |
| Paper # | MI2017-71 |
| 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) | [Short Paper] Performance Evaluation of Age Estimation Methods Using ADNI Database |
| Sub Title (in English) | Comparison of Brain Local Features and CNN |
| Keyword(1) | MRI |
| Keyword(2) | T1-weighted image |
| Keyword(3) | age estimation |
| Keyword(4) | local features |
| Keyword(5) | CNN |
| Keyword(6) | Alzheimer's disease |
| 1st Author's Name | Koichi Ito |
| 1st Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 2nd Author's Name | Ryuichi Fujimoto |
| 2nd Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 3rd Author's Name | Kai Wu |
| 3rd Author's Affiliation | South China University of Technoloigy(South China Univ. Tech.) |
| 4th Author's Name | Kazunori Sato |
| 4th Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 5th Author's Name | Yasuyuki Taki |
| 5th Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 6th Author's Name | Hiroshi Fukuda |
| 6th Author's Affiliation | Tohoku Medical and Pharmaceutical University(Tohoku Medical and Pharmaceutical Univ.) |
| 7th Author's Name | Takafumi Aoki |
| 7th Author's Affiliation | Tohoku University(Tohoku Univ.) |
| Date | 2018-03-19 |
| Paper # | MI2017-71 |
| Volume (vol) | vol.117 |
| Number (no) | MI-518 |
| Page | pp.pp.29-30(MI), |
| #Pages | 2 |
| Date of Issue | 2018-03-12 (MI) |