2022
Nothing to see here, yet!
2021
Completing the cancer jigsaw puzzle with single-cell multiomics (Nature Cancer, December 2021)
MultiMAP: dimensionality reduction and integration of multimodal data (Genome Biology, December 2021)
Analysis of single-cell RNA sequencing data based on autoencoders (BMC Bioinformatics, June 2021)
MultiMAP: Dimensionality Reduction and Integration of Multimodal Data (BioRxiv, March 2021)
A Variational Information Bottleneck Approach to Multi-Omics Data Integration (DeepAI, Feb 2021)
2020
VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain (NeurIPS, 2020)
Putative cell type discovery from single-cell gene expression data (Nature Methods, May 2020)
Cardelino: computational integration of somatic clonal substructure and single-cell transcriptomes (Nature Methods, March 2020
2019
World Health Organization cardiovascular disease risk charts: revised models to estimate risk in 21 global regions (The Lancet Global Health, Sept 2019)
