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The control group (n = 171) was composed of age and gender matched healthy cases that consented to join to the control group.
A machine-learning algorithm that quantifies color information in terms of stiffness values from SWE images and discriminates CLD from healthy cases is introduced.
Holmes et al. [74] 9240 cases (MDD), 9519 controls 438 healthy cases There is a significant association between increasing polygenic burden for MDD and reduced cortical thickness in the left mPFC.
It is reminded that since the respiratory system, consequently respiratory signals, differs between diseased and healthy cases, we expect the parameters of GGD-based measurement noise to provide the valuable information about the respiratory models fit to the measured signals.
A stepwise regression analysis toward feature reduction was used to derive a reduced feature subset that was fed into the support vector machine classification algorithm to classify CLD from healthy cases.
Meanwhile, 35 healthy cases were chosen as control group.
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Figure 3 Stator current spectrum: healthy case (black) and four broken bars (blue).
The mean mesh stiffness is measured as 0.76 × 104 N/mm by LDST and 0.96 × 104 N/mm by FEA for the healthy case.
However, our results have shown that introducing a degree of coupling between channels unlocks much more interesting dynamics within each channel, even in the healthy case.
In particular, the root mean square (RMS) values of the residual signal can indicate the differences between the healthy case and different faults under varying discharge pressures.
The range of values of I for which this bifurcation exists depends upon whether the healthy or Parkinsonian connection strengths are used: It is much wider in the Parkinsonian case than in the healthy case.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com