WebThe number of training, validation and test sets were 160, 40 and 32, respectively. Dice similarity coefficients (DSCs) of the test set were evaluated employing Smart Segmentation ® Knowledge Based Contouring (Smart segmentation is an atlas-based segmentation tool), as well as the 2D and 3D U-Net. WebWith data augmentation included during the training process, Dice similarity coefficients (DSCs) between ground truth and DNN predictions were maximized, producing mean ± standard deviatio values as high as 0.48 ± 0.29, 0.45 ± 0.25, and 0.46 ± 0.35 when segmenting in vivo A-line, B-line, and consolidation features, respectively.
Carotid Vessel-Wall-Volume Ultrasound Measurement via a
WebThe mean dice similarity coefficients (DSCs) of femoral bone (FB), tibial bone (TB), femoral cartilage (FC), and tibial cartilage (TC) separately are 99.1%, 98.2%, 90.9%, and 85.8%. … WebJul 27, 2024 · Dice similarity coefficients (DSCs) between targets were calculated and analyzed. Results Twenty-three patients were enrolled. The mean DSCs were between 0.37 and 0.51 for targets by different modalities. There was no significant difference in DSCs regarding Spetzler-Martin grades and hemorrhage history. For CT-delineated target … fishing outfitters quebec
Dice similarity coefficient Radiology Reference Article - Radiopaedia
WebNov 29, 2024 · Relative accuracy was evaluated using dice similarity coefficients (DSCs) and Hausdorff distance (HD). In the five stages, the DSC ranged 0.886–0.922 and 0.912–0.932 for basic 3D U-Net and... WebApr 12, 2024 · The dice similarity coefficients (DSCs) at each stage of air were 0.920 ± 0.17, 0.925 ± 0.16, and 0.930 ± 0.16, respectively. The DSCs at each stage of the lesion were 0.770 ± 0.18, 0.750 ± 0.19, and 0.760 ± 0.18, respectively. The time consumed by the convolutional neural network (CNN) assisted and manually modified segmentation ... WebApr 1, 2024 · The Dice similarity coefficient (DSC), average symmetric surface distance (ASSD), Pearson correlation coefficient ... For two intra-observer segmentations, Dice similarity coefficients (DSCs) of the MAB were 92.7 ± 3.6% and 91.0 ± 4.0% for the CCA and the bifurcation, respectively; DSCs of the LIB were 89.6 ± 4.4% and 87.9 ± 8.3% for … fishing outlet stores near me