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Initialization Parameter Sweep in ATHENA: Optimizing Neural Networks for Detecting Gene-Gene Interactions in the Presence of Small Main Effects

Recent advances in genotyping technology have led to the generation of an enormous quantity of genetic data. Traditional methods of statistical analysis have proved insufficient in extracting all of the information about the genetic components of common, complex human diseases. A contributing factor...

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Detalhes bibliográficos
Main Authors: Holzinger, Emily R., Buchanan, Carrie C., Dudek, Scott M., Torstenson, Eric C., Turner, Stephen D., Ritchie, Marylyn D.
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2997651/
https://ncbi.nlm.nih.gov/pubmed/21152364
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/1830483.1830519
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