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. Author manuscript; available in PMC: 2021 Oct 1.
Published in final edited form as: Ultrasound Med Biol. 2020 Jul 21;46(10):2819–2833. doi: 10.1016/j.ultrasmedbio.2020.06.015

Table 4:

Performance evaluation metrics for the models on the original dataset of 562 images. The shown values correspond to the average and standard deviation (in parenthesis) per fold in five-fold cross-validation.

Model DSC JI (IOU) TPR FPR ACC AUC-ROC
U-Net 0.891 (±0.005) 0.817 (±0.008) 0.900 (±0.009) 0.120 (±0.027) 0.977 (±0.002) 0.950 (±0.006)
U-Net-SA 0.894 (±0.006) 0.824 (±0.008) 0.901 (±0.017) 0.111 (±0.032) 0.978 (±0.002) 0.952 (±0.012)
U-Net-SA-C 0.896 (±0.007) 0.825 (±0.010) 0.899 (±0.020) 0.106 (±0.025) 0.978 (±0.002) 0.955 (±0.010)