A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth

por Coggan, Helena, Andres Terre, Helena, Liò, Pietro
Publicado 2022

Unsupervised generative and graph representation learning for modelling cell differentiation

por Bica, Ioana, Andrés-Terré, Helena, Cvejic, Ana, Liò, Pietro
Publicado 2020

Adversarial generation of gene expression data

por Viñas, Ramon, Andrés-Terré, Helena, Liò, Pietro, Bryson, Kevin
Publicado 2021

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

por Buterez, David, Bica, Ioana, Tariq, Ifrah, Andrés-Terré, Helena, Liò, Pietro
Publicado 2021

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

por Simidjievski, Nikola, Bodnar, Cristian, Tariq, Ifrah, Scherer, Paul, Andres Terre, Helena, Shams, Zohreh, Jamnik, Mateja, Liò, Pietro
Publicado 2019