MOLI: multi-omics late integration with deep neural networks for drug response prediction

MOTIVATION: Historically, gene expression has been shown to be the most informative data for drug response prediction. Recent evidence suggests that integrating additional omics can improve the prediction accuracy which raises the question of how to integrate the additional omics. Regardless of the...

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Detalles Bibliográficos
Autores principales: Sharifi-Noghabi, Hossein, Zolotareva, Olga, Collins, Colin C, Ester, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Ismb/Eccb 2019 Conference Proceedings
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612815/
https://www.ncbi.nlm.nih.gov/pubmed/31510700
http://dx.doi.org/10.1093/bioinformatics/btz318

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612815/
https://www.ncbi.nlm.nih.gov/pubmed/31510700
http://dx.doi.org/10.1093/bioinformatics/btz318

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