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This fitting method allowed a good fit of different response profiles observed in the different participants and ROIs (including inverted U and linear increases or decreases).
b Segmentation of the ROIs using the membership matrix U into 2 groups.
(3) Loss function There are two output layers in the detection model: one output is used to describe the probability distribution of each RoI, p = (p0, p1, …, p u ), and p is computed by a softmax over the u + 1 outputs of a fully connected layer.
Each training RoI is labeled with a ground-truth class u and a ground-truth bounding-box regression target v.
Radiation dose parameters (mean and maximum dose in cGy) within each ROI were calculated and correlated with corresponding Δ U parameters.
We denote by ROI v) the ROI that is associated with the node v. Two nodes v and u are connected with an edge e = (v, u) if there exists at least one fiber f with end-points in ROI v) and ROI u).
In Figure 4, the density differential is plotted against the median density, averaged over all ROIs, which were compared using the two-tailed Mann-Whitney U test.
For the comparison of psychopathological items and MRI volumes (ROI) parametric (two-tailed t test) and non-parametric procedures (Mann–Whitney- U test) were used.
Differences between the coincubated slides and those incubated with [I]-CLINME alone were compared separately for lesion and control ROIs using the nonparametric Kruskal-Wallis test and post hoc Mann-Whitney U tests.
We carried out this RoI extraction scheme only on the PolyU palmprint database as the other two databases (MSPolyU and IITD) have already provided the RoI images.
Annexin uptake was determined in each ROI, and the difference between post-treatment and baseline TAVS represented the absolute Annexin uptake: Delta uptake (Δ U).
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