338 citations · 382 across the 14 of their papers we have counts for
4 papers · 1 filter
A deep learning classifier for local ancestry inference
Matthew Aguirre, Jan Sokol, Guhan Venkataraman +1
Local ancestry inference (LAI) identifies the ancestry of each segment of an individual's genome and is an important step in medical and population genetic studies of diverse cohor…
Addressing Ancestry Disparities in Genomic Medicine: A Geographic-aware Algorithm
Daniel Mas Montserrat, Arvind Kumar, Carlos Bustamante +1
With declining sequencing costs a promising and affordable tool is emerging in cancer diagnostics: genomics. By using association studies, genomic variants that predispose patients…
LAI-Net: Local-Ancestry Inference with Neural Networks
Daniel Mas Montserrat, Carlos Bustamante, Alexander Ioannidis
Local-ancestry inference (LAI), also referred to as ancestry deconvolution, provides high-resolution ancestry estimation along the human genome. In both research and industry, LAI…
Class-Conditional VAE-GAN for Local-Ancestry Simulation
Daniel Mas Montserrat, Carlos Bustamante, Alexander Ioannidis
Local ancestry inference (LAI) allows identification of the ancestry of all chromosomal segments in admixed individuals, and it is a critical step in the analysis of human genomes…