Carlos Loucera

Exploring the druggable space around the Fanconi anemia pathway using machine learning and mechanistic models

Carlos Loucera, Marina Esteban-Medina, Joaquín Dopazo, 2019, BMC Bioinformatics.

Drug repurposing for COVID-19 using machine learning and mechanistic models of signal transduction circuits related to SARS-CoV-2 infection

Carlos Loucera, Marina Esteban-Medina, Kinza Rian, 2020, Signal Transduction and Targeted Therapy.

Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data

Carlos Loucera, Pelin Gundogdu, Inmaculada Alamo-Alvarez, 2021, BioData Mining.

CSVS, a crowdsourcing database of the Spanish population genetic variability

Carlos Loucera, Joaquín Dopazo, Aurora Pujol, 2020, Nucleic Acids Res..

Mechanistic modeling of the SARS-CoV-2 disease map

Carlos Loucera, Marina Esteban-Medina, Kinza Rian, 2021, BioData Min..

Towards a metagenomics machine learning interpretable model for understanding the transition from adenoma to colorectal cancer

Carlos Loucera, Joaquin Dopazo, Carlos S Casimiro-Soriguer, 2021, Scientific Reports.

Exploring the druggable space around the Fanconi anemia pathway using machine learning and mechanistic models

Carlos Loucera, Joaquín Dopazo, María Peña-Chilet, 2019 .