Deep Learning Enables Fast and Accurate Imputation of Gene Expression

A question of fundamental biological significance is to what extent the expression of a subset of genes can be used to recover the full transcriptome, with important implications for biological discovery and clinical application. To address this challenge, we propose two novel deep learning methods,...

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Bibliographic Details
Main Authors: Ramon Viñas, Tiago Azevedo, Eric R. Gamazon, Pietro Liò
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.624128/full