Author

D. Mas Montserrat

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Evolutionary Biology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Research Focus:phylogenetics / evolution· 1 Approach:transformer / foundation model· 1 Approach:variational autoencoder· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

A. G. Ioannidis· 1 shared A. Patel· 1 shared C. Bustamante· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperEvolutionary Biology

A. G. Ioannidis

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1 paper

Recent·Most cited

Hyperbolic Geometry-Based Deep Learning Methods to Produce Population Trees from Genotype Data

A. Patel, D. Mas Montserrat, C. Bustamante, A. G. Ioannidis

This paper introduces deep learning models using hyperbolic geometry to generate population trees from genotype data, showing improved performance and generalizability compared to traditional methods.

bioRxiv · Mar 28, 2022 · PreprintEvolutionary Biology