Article
Reducing false-positive incidental findings with ensemble genotyping and logistic regression based variant filtering methods.
Human mutation - 1 Aug 2014
Hwang Kyu-Baek, Lee In-Hee, Park Jin-Ho, Hambuch Tina, Choe Yongjoon, Kim MinHyeok, Lee Kyungjoon, Song Taemin, Neu Matthew B, Gupta Neha, Kohane Isaac S, Green Robert C, Kong Sek Won
Abstract excerpt
As whole genome sequencing (WGS) uncovers variants associated with rare and common diseases, an immediate challenge is to minimize false-positive findings due to sequencing and variant calling errors. False positives can be reduced by combining results from orthogonal sequencing methods, but costly. Here, we present variant filtering approaches using logistic regression (LR) and ensemble genotyping to minimize...
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