Nature Communications (Jul 2022)
Accurate somatic variant detection using weakly supervised deep learning
Abstract
Deep learning could be applied to the challenge of somatic variant calling in cancer by making use of large-scale genomic data. Here, the authors develop VarNet, a weakly supervised deep learning model for somatic variant calling in cancer with robust performance across multiple cancer genomics datasets.