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In 14 subjects (seven males, seven females), muscle force and fatigue were estimated by subjective perception (based on Borg scale CR10) and objective indexes extracted from surface electromyogram (EMG).
Here, we focused only on nonlinear indexes extracted from RQA.
Basically, both classifiers are based on linear and nonlinear indexes extracted from cardiotocographic fetal monitoring.
The joint analysis of linear and RQA indexes extracted from the pupillogram is sensitive enough to discriminate between these two conditions, determining weakly different stimulations of the ANS.
Nevertheless, the size and position of the pupil could be estimated and the indexes extracted from such time series allowed to identify with some confidence the conditions of stimulation of the ANS, even when the stimulus was very low.
Different multilayer perceptrons (MLP) and support vector machines (SVM) were trained [ 33] to learn how to classify RP and HDO conditions (in light or darkness), given the indexes extracted from the data (discriminating light and darkness conditions was not considered, as it is trivial).
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Indices extracted from digital elevation models include residual relief, incision, stream gradient indices (SL and ksn), the hypsometric integral, drainage area, mean relief, and the shape factor.
Predictors included vegetation types, distance from the coastline, and seven terrain indices extracted from various grid sizes of DEM (5, 10, 20, 30, 40 m).
Indices extracted from population TTSR are given in Figure3, where black lines and shadowed area represent median trends and interquartile ranges across the 14 subjects, respectively.
Objective: To analyze the association between changes in cardiovascular indices extracted from arterial blood pressure (ABP) and heart rate (HR) waveforms and progression of organ failure in SS.
Several parameters and indices extracted from the generalized dimension (Dq) and singularity spectra [f-α] functions were used to compare the scaling patterns of water and soil losses under the four studied treatments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com