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Biological interpretation of deep neural network for phenotype prediction based on gene expression

BACKGROUND: The use of predictive gene signatures to assist clinical decision is becoming more and more important. Deep learning has a huge potential in the prediction of phenotype from gene expression profiles. However, neural networks are viewed as black boxes, where accurate predictions are provi...

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Bibliografske podrobnosti
izdano v:BMC Bioinformatics
Main Authors: Hanczar, Blaise, Zehraoui, Farida, Issa, Tina, Arles, Mathieu
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7643315/
https://ncbi.nlm.nih.gov/pubmed/33148191
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-020-03836-4
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