46 citations · 47 across the 2 of their papers we have counts for
4 papers
CustOmics: A versatile deep-learning based strategy for multi-omics integration
Hakim Benkirane, Yoann Pradat, Stefan Michiels +1
Recent advances in high-throughput sequencing technologies have enabled the extraction of multiple features that depict patient samples at diverse and complementary molecular level…
Penalized Poisson model for network meta-analysis of individual patient time-to-event data
Edouard Ollier, Pierre Blanchard, Gwénaël Le Teuff +1
Network meta-analysis (NMA) allows the combination of direct and indirect evidence from a set of randomized clinical trials. Performing NMA using individual patient data (IPD) is c…
Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado +5
Segmentation and accurate localization of nuclei in histopathological images is a very challenging problem, with most existing approaches adopting a supervised strategy. These meth…
Estimating causal effects of time-dependent exposures on a binary endpoint in a high-dimensional setting
Vahé Asvatourian, Clélia Coutzac, Nathalie Chaput +3
Recently, the intervention calculus when the DAG is absent (IDA) method was developed to estimate lower bounds of causal effects from observational high-dimensional data. Originall…