| Paper Abstract and Keywords |
| Presentation |
2024-06-07 09:55
Detection of paroxysmal atrial fibrillation using machine learning Tatsuki Saji, Hiroyuki Kitajima (Kagawa Univ.) NLP2024-30 CCS2024-17 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We created an AI system that detects paroxysmal atrial fibrillations from ECG waveforms using the convolutional neural network.
The AI system was then used to distinguish between the sinus rhythm and the paroxysmal atrial fibrillation in ECGs. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Paroxysmal atrial fibrillations / Convolutional neural network / / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 124, no. 62, NLP2024-30, pp. 71-73, June 2024. |
| Paper # |
NLP2024-30 |
| Date of Issue |
2024-05-30 (NLP, CCS) |
| 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 |
NLP2024-30 CCS2024-17 |
| Conference Information |
| Committee |
NLP CCS |
| Conference Date |
2024-06-06 - 2024-06-07 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
West Japan General Exhibition Center AIM |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Nonlinear Problems, Complex Communication Sciences, etc. |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2024-06-NLP-CCS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Detection of paroxysmal atrial fibrillation using machine learning |
| Sub Title (in English) |
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| Keyword(1) |
Paroxysmal atrial fibrillations |
| Keyword(2) |
Convolutional neural network |
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| 1st Author's Name |
Tatsuki Saji |
| 1st Author's Affiliation |
Kagawa University (Kagawa Univ.) |
| 2nd Author's Name |
Hiroyuki Kitajima |
| 2nd Author's Affiliation |
Kagawa University (Kagawa Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2024-06-07 09:55:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2024-30, CCS2024-17 |
| Volume (vol) |
vol.124 |
| Number (no) |
no.62(NLP), no.63(CCS) |
| Page |
pp.71-73 |
| #Pages |
3 |
| Date of Issue |
2024-05-30 (NLP, CCS) |