TY - JOUR
T1 - Comparison of computer-key-hold-time and alternating-finger-tapping tests for early-stage Parkinson’s disease
AU - Lan, Boon Leong
AU - Yeo, Jacob Hsiao Wen
N1 - Publisher Copyright:
© 2019 Lan, Yeo. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2019/6/27
Y1 - 2019/6/27
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85068978996&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0219114
DO - 10.1371/journal.pone.0219114
M3 - Article
C2 - 31247037
AN - SCOPUS:85068978996
SN - 1932-6203
VL - 14
JO - PLoS ONE
JF - PLoS ONE
IS - 6
M1 - e0219114
ER -