Article

Inferring protein from mRNA concentrations using convolutional neural networks

2023-11-06

Abstract excerpt

<h4>ABSTRACT</h4> Transcript abundance is a widely used but poor predictor of protein abundance. As proteins are the actual agents executing biological functions, and because signaling outcome depends in a non-linear manner on the concentration of the network components, we aimed to develop a convolutional neural network-(CNN-) based predictor for Homo sapiens and the reference plant Arabidopsis thaliana . Afte...

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Literature Corpus work: 33e300c3-c4f0-5679-a479-512992ea0922
DOI: 10.1101/2023.11.06.565778

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