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. 2022 Dec 1;20(5):850–866. doi: 10.1016/j.gpb.2022.11.003

Figure 2.

Figure 2

Feature-based CAD and DL-based CAD systems

Differences in the development process of feature-based CAD systems and CNN-based CAD systems. Compared with feature-based CAD systems, the DL-based CAD systems can automatically retrieve and extract intrinsic features of a suspicious nodule. CNN, convolutional neural network; LR, logistic regression; SVM, support vector machine; RF, random forest.