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. 2021 Sep 2;4:1030. doi: 10.1038/s42003-021-02548-6

Table 2.

Performance of pixelwise validation.

Model Metrics Subject 1 Subject 2 Subject 3
Individual Models Sensitivity 0.87 0.82 0.89
Precision 0.92 0.85 0.89
F1 0.89 0.84 0.89
Combined Model Sensitivity 0.80 0.79 0.91
Precision 0.93 0.86 0.88
F1 0.86 0.82 0.90

Precision, sensitivity, and F1-score of 2048 × 2048 pixel image for each subject with individual trained UNetDense models and one combined UNetDense model. Pixel evaluation is based on the confusion matrix of Table 1.