| Paper Abstract and Keywords |
| Presentation |
2009-01-19 16:05
Development of an Automated Hemorrhages Detection Algorithm on Retinal Fundus Images Yuji Hatanaka (Univ. of Shiga Pref.), Hiroshi Nonogaki, Teruhiko Kitagawa (Gifu National College of Tech.), Chisako Muramatsu (Gifu Univ.), Yoshinori Hayashi (Tak), Toshiaki Nakagawa (Kowa), Akira Sawada, Kazuhide Kawase, Hiroshi Fujita (Gifu Univ.) MI2008-71 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Since a specific checkup scheme was initiated in April 2008, the number of fundus examinations has increased rapidly in Japan. In our project, we are developing a computer-aided diagnosis (CAD) system for the early detection of ocular diseases, such as diabetic retinopathy, using retinal fundus images. The detection of hemorrhages and exudates is important in diagnosing diabetic retinopathy. Therefore, we have been developing a hemorrhage detection method for analyzing retinal fundus images. The sensitivity of the hemorrhage detection was 80% with a specificity of 88%. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Diabetic retinopathy / Hemorrhage / Detection / Retina / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 108, no. 385, MI2008-71, pp. 53-58, Jan. 2009. |
| Paper # |
MI2008-71 |
| Date of Issue |
2009-01-12 (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) |
| Download PDF |
MI2008-71 |
| Conference Information |
| Committee |
MI |
| Conference Date |
2009-01-19 - 2009-01-21 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
National Taiwan University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Medical Imaging |
| Paper Information |
| Registration To |
MI |
| Conference Code |
2009-01-MI |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Development of an Automated Hemorrhages Detection Algorithm on Retinal Fundus Images |
| Sub Title (in English) |
|
| Keyword(1) |
Diabetic retinopathy |
| Keyword(2) |
Hemorrhage |
| Keyword(3) |
Detection |
| Keyword(4) |
Retina |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Yuji Hatanaka |
| 1st Author's Affiliation |
University of Shiga Prefecture (Univ. of Shiga Pref.) |
| 2nd Author's Name |
Hiroshi Nonogaki |
| 2nd Author's Affiliation |
Gifu National College of Technology (Gifu National College of Tech.) |
| 3rd Author's Name |
Teruhiko Kitagawa |
| 3rd Author's Affiliation |
Gifu National College of Technology (Gifu National College of Tech.) |
| 4th Author's Name |
Chisako Muramatsu |
| 4th Author's Affiliation |
Gifu University (Gifu Univ.) |
| 5th Author's Name |
Yoshinori Hayashi |
| 5th Author's Affiliation |
TAK Co. Ltd. (Tak) |
| 6th Author's Name |
Toshiaki Nakagawa |
| 6th Author's Affiliation |
Kowa Company, Ltd. (Kowa) |
| 7th Author's Name |
Akira Sawada |
| 7th Author's Affiliation |
Gifu University (Gifu Univ.) |
| 8th Author's Name |
Kazuhide Kawase |
| 8th Author's Affiliation |
Gifu University (Gifu Univ.) |
| 9th Author's Name |
Hiroshi Fujita |
| 9th Author's Affiliation |
Gifu University (Gifu Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2009-01-19 16:05:00 |
| Presentation Time |
10 minutes |
| Registration for |
MI |
| Paper # |
MI2008-71 |
| Volume (vol) |
vol.108 |
| Number (no) |
no.385 |
| Page |
pp.53-58 |
| #Pages |
6 |
| Date of Issue |
2009-01-12 (MI) |