Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1783430549640052736 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6597101 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lanboonleong comparisonofcomputerkeyholdtimeandalternatingfingertappingtestsforearlystageparkinsonsdisease AT yeojacobhsiaowen comparisonofcomputerkeyholdtimeandalternatingfingertappingtestsforearlystageparkinsonsdisease |