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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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Publicado en:FEBS Open Bio
Autores principales: Smolander, Johannes, Dehmer, Matthias, Emmert‐Streib, Frank
Formato: Artigo
Lenguaje:Inglês
Publicado: John Wiley and Sons Inc. 2019
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Acceso en línea: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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