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Deep Learning Benchmarks on L1000 Gene Expression Data

Gene expression data can offer deep, physiological insights beyond the static coding of the genome alone. We believe that realizing this potential requires specialized, high-capacity machine learning methods capable of using underlying biological structure, but the development of such models is hamp...

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Detalhes bibliográficos
Publicado no:IEEE/ACM Trans Comput Biol Bioinform
Main Authors: McDermott, Matthew B.A., Wang, Jennifer, Zhao, Wen-Ning, Sheridan, Steven D., Szolovits, Peter, Kohane, Isaac, Haggarty, Stephen J., Perlis, Roy H.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6980363/
https://ncbi.nlm.nih.gov/pubmed/30990190
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2019.2910061
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