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Articles Published Processes
6/11/2021 9:22:17 AM | Browse: 372 | Download: 925
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Received |
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2020-08-03 01:07 |
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Peer-Review Started |
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2020-07-22 08:39 |
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To Make the First Decision |
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Return for Revision |
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2020-12-21 21:31 |
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Revised |
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2020-12-25 07:09 |
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Second Decision |
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2021-03-09 08:29 |
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Accepted by Journal Editor-in-Chief |
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Accepted by Executive Editor-in-Chief |
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2021-03-10 18:02 |
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Articles in Press |
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2021-03-10 18:02 |
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Publication Fee Transferred |
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Edit the Manuscript by Language Editor |
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2021-04-15 15:14 |
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Typeset the Manuscript |
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2021-06-08 02:54 |
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Publish the Manuscript Online |
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2021-06-11 09:22 |
| ISSN |
2307-8960 (online) |
| Open Access |
This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/Licenses/by-nc/4.0/ |
| Copyright |
© The Author(s) 2021. Published by Baishideng Publishing Group Inc. All rights reserved. |
| Article Reprints |
For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247
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| Permissions |
For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
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| Publisher |
Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA |
| Website |
http://www.wjgnet.com |
| Category |
Obstetrics & Gynecology |
| Manuscript Type |
Retrospective Study |
| Article Title |
Application of intelligent algorithms in Down syndrome screening during the second trimester pregnancy
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| Manuscript Source |
Unsolicited Manuscript |
| All Author List |
Hong-Guo Zhang, Yu-Ting Jiang, Si-Da Dai, Ling Li, Xiao-Nan Hu and Rui-Zhi Liu |
| ORCID |
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| Funding Agency and Grant Number |
| Funding Agency |
Grant Number |
| Science and Technology Department of Jilin Province |
20190302073GX |
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| Corresponding Author |
Rui-Zhi Liu, MD, Professor, Center for Reproductive Medicine and Center for Prenatal Diagnosis, First Hospital, Jilin University, No. 1 Xinmin Street, Chaoyang District, Changchun 130021, Jilin Province, China. lrz410@126.com |
| Key Words |
Down syndrome; Prenatal screening; Algorithms; Classification and regression tree; Support vector machine; Risk cutoff value |
| Core Tip |
Down syndrome (DS) screening data tend to have a large overall data pool with a small proportion of positive cases. The use of data mining algorithms for this type of data can sufficiently mine the hidden correlation between natural information and patient outcomes and help clinical doctors perform diagnosis. This study used the support vector machine and classification and regression tree algorithms to construct a classification model for DS screening and achieved good results on the DS screening dataset. |
| Publish Date |
2021-06-11 09:22 |
| Citation |
Zhang HG, Jiang YT, Dai SD, Li L, Hu XN, Liu RZ. Application of intelligent algorithms in Down syndrome screening during the second trimester pregnancy. World J Clin Cases 2021; 9(18): 4573-4584 |
| URL |
https://www.wjgnet.com/2307-8960/full/v9/i18/4573.htm |
| DOI |
https://dx.doi.org/10.12998/wjcc.v9.i18.4573 |
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