Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women

Genome Wide Association Studies (GWAS) are used to identify statistically significant genetic variants in case-control studies. GWAS typically use a p-value threshold of 5 x 10-8 to identify highly ranked single nucleotide polymorphisms (SNPs). However, evidence has shown that many of these are, in...

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Veröffentlicht in:	arXiv.org 2018-01
Hauptverfasser:	Fergus, Paul, Casimiro Curbelo Montanez, Abdulaimma, Basma, Lisboa, Paulo, Chalmers, Carl
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Classifiers Combinations (mathematics) Complexity Deep learning Genomes Genotype & phenotype Gestation Performance measurement Polymorphism Premature birth
Online-Zugang:	Volltext
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