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DeePathology: Deep Multi-Task Learning for Inferring Molecular Pathology from Cancer Transcriptome

Despite great advances, molecular cancer pathology is often limited to the use of a small number of biomarkers rather than the whole transcriptome, partly due to computational challenges. Here, we introduce a novel architecture of Deep Neural Networks (DNNs) that is capable of simultaneous inference...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Azarkhalili, Behrooz, Saberi, Ali, Chitsaz, Hamidreza, Sharifi-Zarchi, Ali
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6848155/
https://ncbi.nlm.nih.gov/pubmed/31712594
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-52937-5
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