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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 1:

Performance evaluation metrics for models without and with salient attention. 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 HD MD
U-Net 0.894 (±0.013) 0.821 (±0.017) 0.903 (±0.011) 0.107 (±0.019) 0.978 (±0.002) 0.951 (±0.006) 4.346 (±1.377) 0.224 (±0.240)
U-Net-SA 0.901 (±0.013) 0.832 (±0.014) 0.904 (±0.016) 0.092 (±0.008) 0.979 (±0.001) 0.955 (±0.002) 4.326 (±1.360) 0.209 (±0.234)
U-Net-SA-C 0.905 (±0.013) 0.838 (±0.014) 0.910 (±0.011) 0.089 (±0.012) 0.980 (±0.001) 0.957 (±0.004) 4.271 (±1.326) 0.201 (±0.218)