Search Results for author: Daniel Mas Montserrat

Found 8 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.

Multi-View Matching Network for 6D Pose Estimation

no code implementations27 Nov 2019 Daniel Mas Montserrat, Jianhang Chen, Qian Lin, Jan P. Allebach, Edward J. Delp

Applications that interact with the real world such as augmented reality or robot manipulation require a good understanding of the location and pose of the surrounding objects.

6D Pose Estimation Object Detection

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.

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