Improving Accuracy of Lung Nodule Classification Using Deep Learning with Focal Loss

Table 3

AUC of our proposed LdcNet with cross-entropy loss and with focal loss.

Our LdcNet	Loss function	AUC (%)
LdcNet-CE	Cross-entropy loss	95.6
LdcNet-FL	Focal loss	98.2