activity
20192022
most citedLAI-Net: Local-Ancestry Inference with Neural Networks

26 citations · 38 across the 5 of their papers we have counts for

collaborators

5 papers

q-bio.PE2022

Ancestry-specific analyses of genome-wide data confirm the settlement sequence of Polynesia

Alexander G. Ioannidis, Javier Blanco-Portillo, Erika Hagelberg +7

By demonstrating the role that historical population replacements and waves of admixture have played around the world, the genetics work of Reich and colleagues has provided a para…

q-bio.GN2020

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…

q-bio.GN2020

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…

q-bio.GN202026 cited

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…

q-bio.GN201912 cited

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…