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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:FEBS Open Bio
Päätekijät: Smolander, Johannes, Dehmer, Matthias, Emmert‐Streib, Frank
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: John Wiley and Sons Inc. 2019
Aiheet:
Linkit: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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