Helena Andrés-Terré
University of Cambridge(GB)
Publications by Year
Research Areas
Gene expression and cancer classification, Bioinformatics and Genomic Networks, Single-cell and spatial transcriptomics, Cell Image Analysis Techniques, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Variational Autoencoders for Cancer Data Integration: Design Principles and Computational Practice(2019)135 cited
- → Adversarial generation of gene expression data(2021)42 cited
- → CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks(2021)40 cited
- → Unsupervised generative and graph representation learning for modelling cell differentiation(2020)22 cited
- → Factorised Neural Relational Inference for Multi-Interaction Systems(2019)14 cited
- → GEESE: Metabolically driven latent space learning for gene expression data(2018)10 cited
- Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches(2021)
- → Graph Representation Learning on Tissue-Specific Multi-Omics(2021)3 cited