Survival prediction for oral tongue cancer patients via probabilistic genetic algorithm optimized neural network models

Abstract

The proposed PGA-BP neural network, integrating with an advanced dimensionality reduction algorithm (t-SNE), improved patient survival prediction accuracy using pre-treatment quantitative CT image features of head-and-neck cancer patients.