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. 2022 Jun 28;12(7):973. doi: 10.3390/life12070973

Table 12.

Performance (mean ± standard deviation) of U-Nets using different color channels for segmenting atrophy.

Color Dataset Precision Recall AUC MIoU
RGB PALM 0.719 ± 0.033 0.638 ± 0.030 0.814 ± 0.014 0.707 ± 0.019
Gray PALM 0.630 ± 0.021 0.571 ± 0.025 0.777 ± 0.012 0.658 ± 0.039
Red PALM 0.514 ± 0.010 0.430 ± 0.029 0.705 ± 0.013 0.596 ± 0.015
Green PALM 0.695 ± 0.009 0.627 ± 0.032 0.808 ± 0.015 0.714 ± 0.011
Blue PALM 0.711 ± 0.015 0.578 ± 0.016 0.785 ± 0.008 0.687 ± 0.018