Deep Learning to Predict EGFR Mutation and PD-L1 Expression Status in Non-Small-Cell Lung Cancer on Computed Tomography Images

Figure 1

The framework of deep learning model for gene mutation classification and prognosis prediction. The deep learning model is composed of 3D convolutional neural network (CNN) for classifying the EGFR and PD-L1 expression status, and the prognostic model based on clinical metadata and deep learning features was also implemented.