The Sørensen–Dice coefficient (see below for other names) is a statistic used to gauge the similarity of two samples. It was independently developed by the botanists Thorvald Sørensen and Lee Raymond Dice, who published in 1948 and 1945 respectively. WebJul 23, 2024 · The proposed model achieves Dice similarity coefficients (DSCs) of 81.61%, 92.87%, 89.87%, and 96.98% on DRIVE, CVC-ClinicDB, ISIC2024, and Aorta-CT, respectively, which are better than those of current mainstream methods. In particular, the DSC of polyp segmentation increased by 3.87%. Conclusion
Diagnostics Free Full-Text Deep Active Learning for Automatic ...
WebDec 1, 2024 · The Dice’s Similarity Coefficient (DSC) of our proposed models achieved 96.38% for liver segmentation and 73.69% for tumor segmentation on the LiTS dataset. ... (3Dircadb), DSCs were 96.01 % for ... WebMetrics such as Dice and Hausdorff coefficients, comprehensively used in several papers reviewed 6,[9] [10] [11] may be useful to include in automated dose accumulation … reading oet sample for nurses
Automated contour propagation of the prostate from pCT to …
WebSep 4, 2024 · Two indices are used for evaluation: (a) Dice Similarity Coefficients (DSCs), (b) false positive rate (FPR), the number of extracted voxels which were not bronchial voxels according to ground truth. ... TPR and FPR denotes the true positive and false positive rate of detected branches, respectively. DSCs is the Dice similarity score. (Note: The ... WebFeb 5, 2024 · The average DSCs between DUL-based prostate contours and reference contours for test data in group 1 and group 2 consensus were 0.83 ± 0.04, and 0.85 ± 0.04, respectively. Correspondingly, the mean center-of-mass distances were 3.52 mm ± 1.15 mm, and 2.98 mm ± 1.42 mm, respectively. Conclusions WebOur results are remarkable, i.e., reaching \sim94% (prostate), \sim91% (bladder), and \sim86% (rectum) of the Dice Similarity Coefficients (DSCs), compared to the case of fully supervised learning upon high-quality voxel-wise annotations and also superior to several state-of-the-art approaches. reading oed