Table 10.
LVSC 2009 | ACDC 2017 | |||
---|---|---|---|---|
validation set (n = 15) | training set split (n = 20) | |||
w.o. fine-tune | w. fine-tune | w.o. fine-tune | w. fine-tune | |
LV cavity | 0.72 (0.22) | 0.90 (0.08) | 0.74 (0.29) | 0.94 (0.04) |
LV myocardium | 0.56 (0.18) | 0.81 (0.05) | 0.65 (0.24) | 0.88 (0.05) |
RV cavity | - | - | 0.60 (0.35) | 0.88 (0.08) |
The performances using the UK Biobank-trained network without fine-tuning and after fine-tuning are compared. The mean and standard deviation (in parenthesis) are reported