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. 2023 May 2;18(5):e0285188. doi: 10.1371/journal.pone.0285188

Table 3. Classification performances achieved with CROP 10 images on both hold-out training and hold-out test sets.

HOLD-OUT TRAINING HOLD-OUT TEST
CNN features AUC Acc Sens Spe AUC Acc Sens Spe
AlexNET+clinical 4 0.73 0.61 0.63 0.60 0.79 0.82 0.80 0.83
ResNet152V2+clinical 11 0.80 0.78 0.66 0.84 0.54 0.50 1.0 0.39
InceptionV3+clinical 11 0.75 0.70 0.83 0.64 0.72 0.89 0.60 0.96