Search Results for author: Carlos Bustamante

Found 5 papers, 2 papers with code

Addressing Ancestry Disparities in Genomic Medicine: A Geographic-aware Algorithm

1 code implementation25 Apr 2020 Daniel Mas Montserrat, Arvind Kumar, Carlos Bustamante, Alexander Ioannidis

With declining sequencing costs a promising and affordable tool is emerging in cancer diagnostics: genomics.

Genomics Populations and Evolution

LAI-Net: Local-Ancestry Inference with Neural Networks

no code implementations22 Apr 2020 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.

Class-Conditional VAE-GAN for Local-Ancestry Simulation

1 code implementation27 Nov 2019 Daniel Mas Montserrat, Carlos Bustamante, Alexander Ioannidis

Techniques to generate training samples that resemble real haploid sequences from ancestries of interest can be useful tools in such scenarios, since a generalized model can often be shared, but the unique human sample sequences cannot.

Bayesian hidden Markov model analysis of single-molecule force spectroscopy: Characterizing kinetics under measurement uncertainty

no code implementations6 Aug 2011 John D. Chodera, Phillip Elms, Frank Noé, Bettina Keller, Christian M. Kaiser, Aaron Ewall-Wice, Susan Marqusee, Carlos Bustamante, Nina Singhal Hinrichs

Single-molecule force spectroscopy has proven to be a powerful tool for studying the kinetic behavior of biomolecules.

Statistical Mechanics Biological Physics Biomolecules

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