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This relationship is strongest with EMD, intermediate with MODWT, and weakest with STFT. The identification of these relationships suggests that EMD has significant advantages in characterizing brain networks compared to STFT and MODWT. In a clinical application to early Parkinson's disease (PD) vs. normal controls (NC), energy and period content were studied for several common resting-state networks. Compared to STFT and MODWT, EMD showed the largest differences in energy and period between PD and NC subjects. Using a support ve

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Higher values in the VO observed in the gain group with the aerobic training (F=25.86; .001) were significantly reduced with short-term detraining, reaching values similar to that observed before the training and to that of the non-gain group (F=14.81; =.001). Both groups had similar VO values within long-term detraining (F=2.70; =.12), with no significant differences from the values observed before the training and after short-term detraining (0.11≤ ≤1.0. Detraining on cardiorespiratory fitness of individuals after chronic stroke o