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PASNet: pathway-associated sparse deep neural network for prognosis prediction from high-throughput data

BACKGROUND: Predicting prognosis in patients from large-scale genomic data is a fundamentally challenging problem in genomic medicine. However, the prognosis still remains poor in many diseases. The poor prognosis may be caused by high complexity of biological systems, where multiple biological comp...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Hao, Jie, Kim, Youngsoon, Kim, Tae-Kyung, Kang, Mingon
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6296065/
https://ncbi.nlm.nih.gov/pubmed/30558539
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2500-z
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