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| Presentation | 2016-05-19 14:40 Stent Identification of Circulatory Organ OCT Image Koki Wada, Haiyuan Wu, Kazumasa Suzuki (Wakayama Univ), Takashi Akasaka, Takashi Kubo (Wakayama Medical Univ)  SIP2016-7 IE2016-7 PRMU2016-7 MI2016-7 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In recent years, OCT (Optical Coherence Tomography) has being used to diagnosis the illness in blood vessel.OCT is an imaging device that takes picture of the slice of blood vessel in real time based on the interference of light.However, it is difficult for a person who is not a medical specialist to tell the condition of the blood vessel in OCT images.In this paper, we describe a method to detect the stent which is a small mesh tube used to treat narrow arteries caused by atherosclerosis.The candidates of the stent are first detected with a local mountain claiming based algorithm.These detected candidates are fed to Support Vector Machine (SVM) to detect the stents.Furthermore, the falsely detected stents are used to re-train the SVM to improve the performance of stent detection. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Optical Coherence Tomography / Support Vector Machine / Machine Learning / Stent Identification / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 37, IE2016-7, pp. 31-36, May 2016. | |
| Paper # | IE2016-7 | |
| Date of Issue | 2016-05-12 (SIP, IE, PRMU, 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 | SIP2016-7 IE2016-7 PRMU2016-7 MI2016-7 |
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| Conference Information | |
| Committee | PRMU IE MI SIP |
| Conference Date | 2016-05-19 - 2016-05-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | IE |
| Conference Code | 2016-05-PRMU-IE-MI-SIP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Stent Identification of Circulatory Organ OCT Image |
| Sub Title (in English) | |
| Keyword(1) | Optical Coherence Tomography |
| Keyword(2) | Support Vector Machine |
| Keyword(3) | Machine Learning |
| Keyword(4) | Stent Identification |
| Keyword(5) | |
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| 1st Author's Name | Koki Wada |
| 1st Author's Affiliation | Wakayama University (Wakayama Univ) |
| 2nd Author's Name | Haiyuan Wu |
| 2nd Author's Affiliation | Wakayama University (Wakayama Univ) |
| 3rd Author's Name | Kazumasa Suzuki |
| 3rd Author's Affiliation | Wakayama University (Wakayama Univ) |
| 4th Author's Name | Takashi Akasaka |
| 4th Author's Affiliation | Wakayama Medical University (Wakayama Medical Univ) |
| 5th Author's Name | Takashi Kubo |
| 5th Author's Affiliation | Wakayama Medical University (Wakayama Medical Univ) |
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| Speaker | Author-1 |
| Date Time | 2016-05-19 14:40:00 |
| Presentation Time | 30 minutes |
| Registration for | IE |
| Paper # | SIP2016-7, IE2016-7, PRMU2016-7, MI2016-7 |
| Volume (vol) | vol.116 |
| Number (no) | no.36(SIP), no.37(IE), no.38(PRMU), no.39(MI) |
| Page | pp.31-36 |
| #Pages | 6 |
| Date of Issue | 2016-05-12 (SIP, IE, PRMU, MI) |
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