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| Presentation | 2019-05-24 14:50 Fetal state estimation based on Cardiotocogram classification Shota Harada, Hideaki Hayashi (Kyushu Univ.), Shunsuke Koga (Kyushu Medical Center), Daisuke Shigemi (Obex), Aayako Shibata (Yodogawa Christian Hospital), Masayoshi Yoshida (Hakataminami building Naika Clinic), Yasuyuki Hasuo (Kyushu Medical Center), Seiichi Uchida (Kyushu Univ.)  SIP2019-14 IE2019-14 MI2019-14 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Cardiotocogram (CTG) is a recording of fetal heart rate and uterine contraction pressure over time, and is used clinically to determine non-reassuring fetal status. Estimation of fetal state by CTG is done by visual interpretation. Moreover, it is also reported that the fetal state estimation by CTG has high false positive rate. Therefore, it is desirable to devise an algorithm that can estimate the fetal state from CTG with high accuracy. In this paper, CTG classification is performed using Apgar score as a class label for the purpose of clarifying features useful for CTG classification. In this experiment, we use a highly interpretable classifier to work on CTG classification, and clarify useful features for CTG classification. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Cardiotocogram / fetal state estimation / apgar score / classification / feature selection / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 51, MI2019-14, pp. 61-63, May 2019. | |
| Paper # | MI2019-14 | |
| Date of Issue | 2019-05-16 (SIP, IE, 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 | SIP2019-14 IE2019-14 MI2019-14 |
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| Conference Information | |
| Committee | SIP MI IE |
| Conference Date | 2019-05-23 - 2019-05-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2019-05-SIP-MI-IE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fetal state estimation based on Cardiotocogram classification |
| Sub Title (in English) | |
| Keyword(1) | Cardiotocogram |
| Keyword(2) | fetal state estimation |
| Keyword(3) | apgar score |
| Keyword(4) | classification |
| Keyword(5) | feature selection |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Shota Harada |
| 1st Author's Affiliation | Kyushu University (Kyushu Univ.) |
| 2nd Author's Name | Hideaki Hayashi |
| 2nd Author's Affiliation | Kyushu University (Kyushu Univ.) |
| 3rd Author's Name | Shunsuke Koga |
| 3rd Author's Affiliation | Kyushu Medical Center (Kyushu Medical Center) |
| 4th Author's Name | Daisuke Shigemi |
| 4th Author's Affiliation | Obex Corporation (Obex) |
| 5th Author's Name | Aayako Shibata |
| 5th Author's Affiliation | Yodogawa Christian Hospital (Yodogawa Christian Hospital) |
| 6th Author's Name | Masayoshi Yoshida |
| 6th Author's Affiliation | Hakataminami building Naika Clinic (Hakataminami building Naika Clinic) |
| 7th Author's Name | Yasuyuki Hasuo |
| 7th Author's Affiliation | Kyushu Medical Center (Kyushu Medical Center) |
| 8th Author's Name | Seiichi Uchida |
| 8th Author's Affiliation | Kyushu University (Kyushu Univ.) |
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| Speaker | Author-1 |
| Date Time | 2019-05-24 14:50:00 |
| Presentation Time | 25 minutes |
| Registration for | MI |
| Paper # | SIP2019-14, IE2019-14, MI2019-14 |
| Volume (vol) | vol.119 |
| Number (no) | no.49(SIP), no.50(IE), no.51(MI) |
| Page | pp.61-63 |
| #Pages | 3 |
| Date of Issue | 2019-05-16 (SIP, IE, MI) |
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