Gene expression prediction based on neighbour connection neural network utilizing gene interaction graphs
by Xuanyu Li, Xuan Zhang, Wenduo He, Deliang Bu, Sanguo Zhang
Having observed that gene expressions have a correlation, the Library of Integrated Network-based Cell-Signature program selects 1000 landmark genes to predict the remaining gene expression value. Further works have improved the prediction result by using deep learning models. However, these models ignore the latent structure of genes, limiting the accuracy of the experimental results. We therefore propose a novel neural network... Читать дальше...