Table 2. Automated segmentation performance of EAT with the DL model.
Segmentation index | Internal set | External set | |||
---|---|---|---|---|---|
Training | Validation | Test | Test | ||
DSC | 0.94±0.02 | 0.93±0.03 | 0.92±0.02 | 0.88±0.03 | |
HD95 (mm) | 0.66±0.13 | 0.93±0.31 | 0.88±0.28 | 0.99±0.52 |
Data are presented as the mean ± SD. EAT, epicardial adipose tissue; DL, deep learning; DSC, Dice score coefficient; HD95, Hausdorff distance 95%; SD, standard deviation.