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11/16/2020 12:40:45 PM | Browse: 26 | Download: 32
Publication Name World Journal of Psychiatry
Manuscript ID 58396
Country/Territory South Korea
Received
2020-07-21 01:01
Peer-Review Started
2020-07-21 01:02
To Make the First Decision
Return for Revision
2020-09-17 21:15
Revised
2020-09-27 15:05
Second Decision
2020-10-10 08:19
Accepted by Journal Editor-in-Chief
Accepted by Company Editor-in-Chief
2020-10-11 17:46
Articles in Press
2020-10-11 17:46
Publication Fee Transferred
Edit the Manuscript by Language Editor
2020-11-02 08:15
Typeset the Manuscript
2020-11-13 02:18
Publish the Manuscript Online
2020-11-16 10:05
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: http://creativecommons.org/Licenses/by-nc/4.0/
Copyright The Author(s) 2020. Published by Baishideng Publishing Group Inc. All rights reserved.
Article Reprints For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247
Permissions For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
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 Best early-onset Parkinson dementia predictor using ensemble learning among Parkinson's symptoms, rapid eye movement sleep disorder, and neuropsychological profile
Manuscript Source Invited Manuscript
All Author List Haewon Byeon
Funding Agency and Grant Number
Funding Agency Grant Number
Basic Science Research Program through the National Research Foundation of Korea funded by the Ministry of Education NRF-2018R1D1A1B07041091
Basic Science Research Program through the National Research Foundation of Korea funded by the Ministry of Education NRF-2019S1A5A8034211
Corresponding Author Haewon Byeon, DSc, PhD, Professor, Department of Medical Big Data, College of AI Convergence, Inje University, NA, Gimhae 50834, Gyeonsangnamdo, South Korea. bhwpuma@naver.com
Key Words Early-onset Parkinson dementia; Ensemble learning method; Neuropsychological test; Risk factor; Discriminant analysis; Naive Bayesian model
Core Tip It is believed that if Korean Mini Mental State Examination (K-MMSE) is given priority over other cognitive screening tests in order to distinguish early-onset Parkinson dementia (EOPD) from Parkinson’s disease, the accuracy of detecting EOPD will be higher than conducting other screening tests first. However, further epidemiological studies will be needed to fully comprehend the results of better accuracy of K-MMSE than that of Korean Montreal Cognitive Assessment while detecting EOPD using the developed ensemble-based prediction model.
Publish Date 2020-11-16 10:05
Citation Byeon H. Best early-onset Parkinson dementia predictor using ensemble learning among Parkinson's symptoms, rapid eye movement sleep disorder, and neuropsychological profile. World J Psychiatr 2020; 10(11): 245-259
Url https://www.wjgnet.com/2220-3206/full/v10/i11/245.htm
DOI https://dx.doi.org/10.5498/wjp.v10.i11.245
Full Article (PDF) WJP-10-245.pdf
Full Article (Word) WJP-10-245.docx
Manuscript File 58396_Auto_Edited-Webster J.docx
Answering Reviewers 58396-Answering reviewers.pdf
Audio Core Tip 58396-Audio core tip.m4a
Biostatistics Review Certificate 58396-Biostatistics statement.pdf
Conflict-of-Interest Disclosure Form 58396-Conflict-of-interest statement.pdf
Copyright License Agreement 58396-Copyright license agreement.pdf
Approved Grant Application Form(s) or Funding Agency Copy of any Approval Document(s) 58396-Grant application form(s).pdf
Signed Informed Consent Form(s) or Document(s) 58396-Informed consent statement.pdf
Institutional Review Board Approval Form or Document 58396-Institutional review board statement.pdf
Non-Native Speakers of English Editing Certificate 58396-Language certificate.pdf
Peer-review Report 58396-Peer-review(s).pdf
Scientific Misconduct Check 58396-Scientific misconduct check.pdf
Scientific Editor Work List 58396-Scientific editor work list.pdf