| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2023-03-07 17:42 [Short Paper] Choroid Extraction from 3D OCT Images by A Deep Learning Model Shingo Tamachi, Takehito Iwase, Hirotaka Yokouchi, Takayuki Okamoto, Hideaki Haneishi (Chiba Univ.)  MI2022-129 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The choroid is a dense vascular layer located in the fundus. In recent years, clinical studies have shown an association between ophthalmic diseases and choroidal structure; thus, quantitative evaluation of choroidal structure is important for understanding disease mechanisms and progression. This study aims to quantitatively analyze the choroidal structure from three-dimensional optical coherence tomography (OCT) images of healthy and diseased eyes. In this paper, we proposed a choroid extraction method that integrates segment results extracted by a two-dimensional deep learning model for two directions. The experimental results shows that the proposed method achieved better performance than the extraction method using only one direction images. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Choroid / Deep Learning / Optical Coherence Tomography / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 417, MI2022-129, pp. 221-222, March 2023. | |
| Paper # | MI2022-129 | |
| Date of Issue | 2023-02-27 (MI) | |
| 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 | MI2022-129 |
|
| Conference Information | |
| Committee | MI |
| Conference Date | 2023-03-06 - 2023-03-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | OKINAWA SEINENKAIKAN |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2023-03-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Choroid Extraction from 3D OCT Images by A Deep Learning Model |
| Sub Title (in English) | |
| Keyword(1) | Choroid |
| Keyword(2) | Deep Learning |
| Keyword(3) | Optical Coherence Tomography |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Shingo Tamachi |
| 1st Author's Affiliation | Chiba University (Chiba Univ.) |
| 2nd Author's Name | Takehito Iwase |
| 2nd Author's Affiliation | Chiba University (Chiba Univ.) |
| 3rd Author's Name | Hirotaka Yokouchi |
| 3rd Author's Affiliation | Chiba University (Chiba Univ.) |
| 4th Author's Name | Takayuki Okamoto |
| 4th Author's Affiliation | Chiba University (Chiba Univ.) |
| 5th Author's Name | Hideaki Haneishi |
| 5th Author's Affiliation | Chiba University (Chiba Univ.) |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2023-03-07 17:42:00 |
| Presentation Time | 13 minutes |
| Registration for | MI |
| Paper # | MI2022-129 |
| Volume (vol) | vol.122 |
| Number (no) | no.417 |
| Page | pp.221-222 |
| #Pages | 2 |
| Date of Issue | 2023-02-27 (MI) |
[Return to Top Page]