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q-bio.GN2019
Predicting Gene Expression Between Species with Neural Networks
Peter Eastman, Vijay S. Pande
We train a neural network to predict human gene expression levels based on experimental data for rat cells. The network is trained with paired human/rat samples from the Open TG-GA…
q-bio.GN2019
Predicting Toxicity from Gene Expression with Neural Networks
Peter Eastman, Vijay S. Pande
We train a neural network to predict chemical toxicity based on gene expression data. The input to the network is a full expression profile collected either in vitro from cultured…