Fig. 4: Further discussion on the extensibility and computational efficiency of CNN-Cox model. | Laboratory Investigation

Fig. 4: Further discussion on the extensibility and computational efficiency of CNN-Cox model.

From: A convolutional neural network model for survival prediction based on prognosis-related cascaded Wx feature selection

Fig. 4

A Network architecture of CNN-Cox model adding a separate clinical layer. B Performance comparison of CNN-Cox model before and after adding the clinical layer on six datasets. C Comparison of running time of six models based on 6407 genes on seven datasets. D Comparison of running time of seven models based on 100 genes on seven datasets. E Wilcoxon signed-rank test results of CNN-Cox model comparing with other baseline models.

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