29 July 2022>: Database Analysis
A Novel Deep Learning Model to Distinguish Malignant Versus Benign Solid Lung Nodules
Shuwen Wang 1ABCDEF , Leilei Zhou 1CD , Xiaoran Li 2BD , Jie Tang 3BD , Jing Wu 1AB , Xindao Yin 1CDFG , Yu-Chen Chen 1ACDEFG* , Lingquan Lu 1ACDEFG*DOI: 10.12659/MSM.936830
Med Sci Monit 2022; 28:e936830
Table 4 Five-fold cross-validation results of InceptionV3 and ResNet50 models (image-level).
AUC | Accuracy | Sensitivity | Specificity | PPV | NPV | |
---|---|---|---|---|---|---|
Inception V3 | 0.977 | 0.933 | 0.922 | 0.948 | 0.960 | 0.901 |
ResNet50 | 0.963 | 0.926 | 0.916 | 0.944 | 0.957 | 0.892 |
PPV – positive predictive value; NPV – negative predictive value; AUC – area under the curve. |