Publications by authors named "Ramon Vinas"

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Hypergraph factorization for multi-tissue gene expression imputation.
Ramon Viñas, Chaitanya K Joshi, Dobrik Georgiev, Phillip Lin, Bianca Dumitrascu, Eric R Gamazon, Pietro Liò

Nat Mach Intell· July 2023

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gRNAde: Geometric Deep Learning for 3D RNA inverse design.
Chaitanya K Joshi, Arian R Jamasb, Ramon Viñas, Charles Harris, Simon V Mathis

bioRxiv· February 2025

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gRNAde: Geometric Deep Learning for 3D RNA inverse design.
Chaitanya K Joshi, Arian R Jamasb, Ramon Viñas, Charles Harris, Simon V Mathis

ArXiv· February 2025

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Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases.
Paul Scherer, Maja Trębacz, Nikola Simidjievski, Ramon Viñas, Zohreh Shams

Bioinformatics· February 2022

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Adversarial generation of gene expression data.
Ramon Viñas, Helena Andrés-Terré, Pietro Liò, Kevin Bryson

Bioinformatics· January 2022

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Deep Learning Enables Fast and Accurate Imputation of Gene Expression.
Ramon Viñas, Tiago Azevedo, Eric R Gamazon, Pietro Liò

Front Genet· April 2021

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Single Nucleotide Polymorphism relevance learning with Random Forests for Type 2 diabetes risk prediction.
Beatriz López, Ferran Torrent-Fontbona, Ramón Viñas, José Manuel Fernández-Real

Artif Intell Med· April 2018

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