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. 2022 Dec 8;12(12):1839. doi: 10.3390/biom12121839

Figure 2.

Figure 2

Overview of preprocessing module and graph convolutional network (GCN)-based non-small-cell lung cancer (NSCLC) prediction deep learning model. (a) GCN-based preprocessing module for weight optimization. (b) GCN-based NSCLC prediction algorithm. DNA sequencing data including targetable gene aberrations are served as discriminating predictors to match the most suitable therapeutic agents in the Mutation FC layer.