Fig 2. Performance of the neural network model by using continuous age a) ROC curve of the predictive model for KRAS mutation by using continuous age, histological subtype, histological grade, tumor site, and city.

Accuracy (b) and loss (c) curves for both training and validation datasets during model training converge to a more stable configuration.