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Articles Published Processes
8/18/2022 7:25:42 AM | Browse: 204 | Download: 370
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Received |
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2022-03-16 11:32 |
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Peer-Review Started |
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2022-03-16 11:32 |
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To Make the First Decision |
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Return for Revision |
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2022-06-11 06:28 |
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Revised |
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2022-06-15 09:15 |
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Second Decision |
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2022-07-08 02:52 |
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Accepted by Journal Editor-in-Chief |
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Accepted by Company Editor-in-Chief |
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2022-07-11 19:15 |
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Articles in Press |
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2022-07-11 19:15 |
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Publication Fee Transferred |
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Edit the Manuscript by Language Editor |
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Typeset the Manuscript |
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2022-08-10 03:49 |
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Publish the Manuscript Online |
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2022-08-18 07:25 |
| ISSN |
2220-3206 (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 NonCommercial (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: https://creativecommons.org/Licenses/by-nc/4.0/ |
| Copyright |
© The Author(s) 2022. 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 |
Psychiatry |
| Manuscript Type |
Case Control Study |
| Article Title |
Can the prediction model using regression with optimal scale improve the power to predict the Parkinson's dementia?
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| Manuscript Source |
Unsolicited Manuscript |
| All Author List |
Haewon Byeon |
| ORCID |
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| Funding Agency and Grant Number |
| Funding Agency |
Grant Number |
| Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education |
NRF-2018R1D1A1B07041091 |
| Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education |
NRF-2021S1A5A8062526 |
| 2022 Development of Open-Lab based on 4P in the Southeast Zone |
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| Corresponding Author |
Haewon Byeon, DSc, PhD, Associate Professor, Director, Department of Medical Big Data, Inje University, No. 329, Gimhae 50834, South Korea. bhwpuma@naver.com |
| Key Words |
Hoehn and Yahr staging; Optimal scale; Parkinson's dementia; Mini mental state ex-amination; Montreal Cognitive Assessment |
| Core Tip |
Although a general linear model can be constructed if all of the variables used in the analysis are numeric, it is difficult to fit the data when the variables are nominal. We build a regression model using the transform variables obtained by iteratively using alternating least squares to compute the optimal scaling. We developed a predictive model to discriminate Parkinson's disease with dementia from Parkinson's Disease-Mild Cognitive Impairment based on the results of nine neuropsychological tests and found that only Korean version of mini mental state examination and Hoehn and Yahr Scale could be successfully employed to this end. |
| Publish Date |
2022-08-18 07:25 |
| Citation |
Byeon H. Can the prediction model using regression with optimal scale improve the power to predict the Parkinson's dementia? World J Psychiatry 2022; 12(8): 1031-1043 |
| URL |
https://www.wjgnet.com/2220-3206/full/v12/i8/1031.htm |
| DOI |
https://dx.doi.org/10.5498/wjp.v12.i8.1031 |
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