CERENKOV is a tool for the identification of functional noncoding single nucleotide polymorphism (SNP) in loci identified by genome-wide association studies (GWAS). The CERENKOV algorithm uses data-space geometric features and the xgboost classifier.
Molecular genetics, Genetic variation, DNA polymorphism
Yao Y, Liu Z, Wei Q, Ramsey SA "CERENKOV2: improved detection of functional noncoding SNPs using data-space geometric features." BMC Bioinformatics 2019; 20(1):63 https://doi.org/10.1186/s12859-019-2637-4
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