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Comparing deep belief networks with support vector machines for classifying gene expression data from complex disorders

Genomics data provide great opportunities for translational research and the clinical practice, for example, for predicting disease stages. However, the classification of such data is a challenging task due to their high dimensionality, noise, and heterogeneity. In recent years, deep learning classi...

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Detalhes bibliográficos
Publicado no:FEBS Open Bio
Main Authors: Smolander, Johannes, Dehmer, Matthias, Emmert‐Streib, Frank
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6609581/
https://ncbi.nlm.nih.gov/pubmed/31074948
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/2211-5463.12652
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