Paper Abstract and Keywords |
Presentation |
2018-03-19 11:45
[Short Paper]
Performance Evaluation of Age Estimation Methods Using ADNI Database
-- Comparison of Brain Local Features and CNN -- Koichi Ito, Ryuichi Fujimoto (Tohoku Univ.), Kai Wu (South China Univ. Tech.), Kazunori Sato, Yasuyuki Taki (Tohoku Univ.), Hiroshi Fukuda (Tohoku Medical and Pharmaceutical Univ.), Takafumi Aoki (Tohoku Univ.) MI2017-71 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
MRI / T1-weighted image / age estimation / local features / CNN / Alzheimer's disease / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 518, MI2017-71, pp. 29-30, March 2018. |
Paper # |
MI2017-71 |
Date of Issue |
2018-03-12 (MI) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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MI2017-71 |
Conference Information |
Committee |
SIP EA SP MI |
Conference Date |
2018-03-19 - 2018-03-20 |
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] |
Paper Information |
Registration To |
MI |
Conference Code |
2018-03-SIP-EA-SP-MI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
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 |
Keyword(7) |
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Keyword(8) |
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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.) |
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Speaker |
Author-1 |
Date Time |
2018-03-19 11:45:00 |
Presentation Time |
15 minutes |
Registration for |
MI |
Paper # |
MI2017-71 |
Volume (vol) |
vol.117 |
Number (no) |
no.518 |
Page |
pp.29-30 |
#Pages |
2 |
Date of Issue |
2018-03-12 (MI) |
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