Helena Andrés-Terré

Variational Autoencoders for Cancer Data Integration: Design Principles and Computational Practice

Nikola Simidjievski, Cristian Bodnar, Ifrah Tariq et al. · Frontiers in Genetics · 2019 · 141 citations · Full text

Life Sciences, Bioinformatics, Oncology +16

Adversarial generation of gene expression data

Ramón Viñas, Helena Andrés-Terré, Píetro Lió et al. · Bioinformatics · 2021 · 45 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +9

CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks

David Buterez, Ioana Bica, Ifrah Tariq et al. · Bioinformatics · 2021 · 40 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +13

Unsupervised generative and graph representation learning for modelling cell differentiation

Ioana Bica, Helena Andrés-Terré, Ana Cvejic et al. · Scientific Reports · 2020 · 23 citations · Full text

Life Sciences, Biology, Cell Biology +14

Factorised Neural Relational Inference for Multi-Interaction Systems

Ezra Webb, Ben Day, Helena Andrés-Terré et al. · arXiv (Cornell University) · 2019 · 14 citations · Full text

Computing, Physics, Complex Systems +10