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. Author manuscript; available in PMC: 2022 Aug 22.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2022 Apr 4;12033:120333G. doi: 10.1117/12.2612234

Figure 9.

Figure 9.

Receiver operating characteristic curves for manual (left) and automatic (right) selection with the ResNet-50 convolutional neural network. Of note, AUROC was slightly better with automatic selection (0.8476) but still very close in value with manual selection (0.8369). Another point of interest, ResNet-50 tended to show less variance than VGG19 and VGG16.