Deep Learning Enables Fast and Accurate Imputation of Gene Expression.

Viñas, Ramon; Azevedo, Tiago; Gamazon, Eric R; Liò, Pietro

Viñas, Ramon; Azevedo, Tiago; Gamazon, Eric R; Liò, Pietro.

Afiliación

Viñas R; Department of Computer Science and Technology, University of Cambridge, Cambridge, United Kingdom.
Azevedo T; Department of Computer Science and Technology, University of Cambridge, Cambridge, United Kingdom.
Gamazon ER; Vanderbilt Genetics Institute and Data Science Institute, VUMC, Nashville, TN, United States.
Liò P; MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom.

Front Genet ; 12: 624128, 2021.

Article en En | MEDLINE | ID: mdl-33927746

Palabras clave

GTEx; RNA-seq; deep learning; gene expression; generative adversarial networks; imputation; machine learning; transcriptomics

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Texto completo: 1 Base de datos: MEDLINE Idioma: En Revista: Front Genet Año: 2021 Tipo del documento: Article País de afiliación: Reino Unido

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Texto completo: 1 Base de datos: MEDLINE Idioma: En Revista: Front Genet Año: 2021 Tipo del documento: Article País de afiliación: Reino Unido