Classification of Lung Nodules Based on Deep Residual Networks and Migration Learning

Table 4

Comparison of the classification results of lung nodules with different methods.

Methods	Accuracy (%)	Precision (%)	Recall (%)	Specificity (%)	F1-score (%)	FPR (%)
Curvelet + SVM	88.27	90.12	87.69	85.94	88.89	8.60
VGG19	96.48	97.10	95.17	96.83	96.13	3.72
InceptionV3	95.81	96.35	95.30	95.76	95.85	3.87
Deep residual network	98.23	98.46	97.70	98.35	98.06	1.65