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researcher

D. Montserrat

15 papers hereh-index 14662 citations46 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author8

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • cs.LG4
  • q-bio.GN3
  • eess.IV2
  • cs.DC1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedLAI-Net: Local-Ancestry Inference with Neural Networks

26 citations · 45 across the 12 of their papers we have counts for

collaborators
Showing q-bio.GNShow all

3 papers · 1 filter

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.GN2020★ 26 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.GN2019★ 12 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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.