Publications by authors named "Sam S Gross"
Nat Biotechnol
November 2018
Article Synopsis
- A deep convolutional neural network, named DeepVariant, has been developed to accurately identify genetic variants from complex sequencing data.
- The model learns to recognize patterns in read pileups, significantly outperforming existing tools in variant calling.
- DeepVariant is versatile, effectively working across different genome builds and species, and is applicable to various sequencing technologies, simplifying the variant identification process.
