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| Presentation | 2021-03-04 15:50 A prediction of disease levels using ocular information during Dementia tests Wioletta Nowak (Wroclaw Univ. of S&T), Minoru Nakayama (Tokyo Tech), Elzbieta Trypka (Wroclaw Medical Univ.), Anna Zarowska (Wroclaw Univ. of S&T)  MBE2020-50 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Ocular information was observed during a dementia test for three subject’s groups: Alzheimer’s Disease (AD) patients, mild cognitive impairment (MCI) patients, and controlled participants. The number of participants was 26. Both features of eye movements and pupil responses were compared between subject groups and tests. There were some significant differences in these metrics between subject groups in the earlier tests. A possibility of prediction for the subject groups was examined with Random Forest technique and a data expansion procedure. The performance of predicted results and contributed features were discussed. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | eye movement / Dementia test / Alzheimer's disease / mild cognitive impairment / Random Forest / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 402, MBE2020-50, pp. 48-51, March 2021. | |
| Paper # | MBE2020-50 | |
| Date of Issue | 2021-02-24 (MBE) | |
| ISSN | 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) | |
| Download PDF | MBE2020-50 |
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| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2021-03-03 - 2021-03-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Neuro Computing, Medical Engineering, etc. |
| Paper Information | |
| Registration To | MBE |
| Conference Code | 2021-03-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A prediction of disease levels using ocular information during Dementia tests |
| Sub Title (in English) | |
| Keyword(1) | eye movement |
| Keyword(2) | Dementia test |
| Keyword(3) | Alzheimer's disease |
| Keyword(4) | mild cognitive impairment |
| Keyword(5) | Random Forest |
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| 1st Author's Name | Wioletta Nowak |
| 1st Author's Affiliation | Wroclaw University of Science and Technology (Wroclaw Univ. of S&T) |
| 2nd Author's Name | Minoru Nakayama |
| 2nd Author's Affiliation | Tokyo Institute of Technology (Tokyo Tech) |
| 3rd Author's Name | Elzbieta Trypka |
| 3rd Author's Affiliation | Wroclaw Medical University (Wroclaw Medical Univ.) |
| 4th Author's Name | Anna Zarowska |
| 4th Author's Affiliation | Wroclaw University of Science and Technology (Wroclaw Univ. of S&T) |
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| Speaker | Author-2 |
| Date Time | 2021-03-04 15:50:00 |
| Presentation Time | 25 minutes |
| Registration for | MBE |
| Paper # | MBE2020-50 |
| Volume (vol) | vol.120 |
| Number (no) | no.402 |
| Page | pp.48-51 |
| #Pages | 4 |
| Date of Issue | 2021-02-24 (MBE) |
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