The mean cv5-Dice score over the classes is plotted against the total number of trainable parameters (top-left), the number of multiply-accumulate operations (MACs) (top-right), the measured GPU memory used during training (bottom-left), and the mean training duration over the folds (bottom...
As can be seen, the proposed local-CM-based method resulted in a higher mean optimal Dice score than the competing methods did. Figure 6 illustrates, for all the 10 subjects, how robust the mean Dice score was with respect to varying α (left) and t (right). The vertical axis shows t...
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weighted mean Dice and Union Dice. The Union Dice for a label is the Dice Score calculated as if all the cases are concatenated into a single big case, aiming to balance out cases in which the Dice Score is 0 but have very few FP voxels or cases in which the Dice Score is 1 but ...
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We observed a mean alpha diversity of 0.7 among all the samples for immunoglobulin kappa chain (IGK). Spleen, minor salivary gland, and small intestine (terminal ileum) were the most immune diverse tissue, with corresponding IGK alpha diversity of 86.9, 52.05, and 43.96, respectively (Additional...
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Boxplots of the Dice score (a), True Positive rate (b), False positive rate (c), and MAD score (d) between the automatic and manual tumor segmentation for the three different methods.Sarah, ParisotA...
The distribution of receptor PC1 scores for vertices in each cognitive network shown on a raincloud plot75. The ‘limbic’ network was excluded owing to a lack of receptor data.c, The mean PC score of the principal receptor gradient within each cognitive network. DorsAtt, dorsal attention net...
We do not report accuracy, since this is a highly imbalanced problem; the Dice score is a more suitable figure of merit. We also report Matthews Correlation Coefficient (MCC), as it is better suited for imbalanced problems51. Sensitivity and specificity computed at a particular cut-off value...