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Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease

Giancardo et al. recently introduced the neuroQWERTY index (nQi), which is a novel motor index derived from computer-key-hold-time data using an ensemble regression algorithm, to detect early-stage Parkinson’s disease. Here, we derive a much simpler motor index from their hold-time data, which is th...

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Detalles Bibliográficos
Autores principales: Lan, Boon Leong, Yeo, Jacob Hsiao Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6597101/
https://www.ncbi.nlm.nih.gov/pubmed/31247037
http://dx.doi.org/10.1371/journal.pone.0219114
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author Lan, Boon Leong
Yeo, Jacob Hsiao Wen
author_facet Lan, Boon Leong
Yeo, Jacob Hsiao Wen
author_sort Lan, Boon Leong
collection PubMed
description Giancardo et al. recently introduced the neuroQWERTY index (nQi), which is a novel motor index derived from computer-key-hold-time data using an ensemble regression algorithm, to detect early-stage Parkinson’s disease. Here, we derive a much simpler motor index from their hold-time data, which is the standard deviation (SD) of the hold-time fluctuations, where fluctuation is defined as the difference between successive natural-log of hold time. Our results show the performance of the SD and nQi tests in discriminating early-stage subjects from controls do not differ, although the SD index is much simpler. There is also no difference in performance between the SD and alternating-finger-tapping tests.
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spelling pubmed-65971012019-07-05 Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease Lan, Boon Leong Yeo, Jacob Hsiao Wen PLoS One Research Article Giancardo et al. recently introduced the neuroQWERTY index (nQi), which is a novel motor index derived from computer-key-hold-time data using an ensemble regression algorithm, to detect early-stage Parkinson’s disease. Here, we derive a much simpler motor index from their hold-time data, which is the standard deviation (SD) of the hold-time fluctuations, where fluctuation is defined as the difference between successive natural-log of hold time. Our results show the performance of the SD and nQi tests in discriminating early-stage subjects from controls do not differ, although the SD index is much simpler. There is also no difference in performance between the SD and alternating-finger-tapping tests. Public Library of Science 2019-06-27 /pmc/articles/PMC6597101/ /pubmed/31247037 http://dx.doi.org/10.1371/journal.pone.0219114 Text en © 2019 Lan, Yeo http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Lan, Boon Leong
Yeo, Jacob Hsiao Wen
Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease
title Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease
title_full Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease
title_fullStr Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease
title_full_unstemmed Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease
title_short Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease
title_sort comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage parkinson’s disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6597101/
https://www.ncbi.nlm.nih.gov/pubmed/31247037
http://dx.doi.org/10.1371/journal.pone.0219114
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