TY - GEN AU - Loucera, Carlos AU - Esteban-Medina, Marina AU - Rian, Kinza AU - Falco, Matías M. AU - Dopazo, Joaquín AU - Peña-Chilet, María PY - 2020 DO - 10.1038/s41392-020-00417-y SN - 2059-3635 UR - http://hdl.handle.net/10668/3426 T2 - Signal Transduction and Targeted Therapy LA - en PB - Springer Nature KW - COVID-19 KW - Reposicionamiento de medicamentos KW - Drug repositioning KW - Química computacional KW - Computational chemistry KW - Aprendizaje automático KW - Machine learning KW - Terapia molecular dirigida KW - Molecular targeted therapy KW - Simulación del acoplamiento molecular KW - Molecular docking simulation KW - Medical Subject Headings::Diseases::Virus Diseases::RNA Virus Infections::Nidovirales Infections::Coronaviridae Infections::Coronavirus Infections KW - Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans KW - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Computer Simulation::Molecular Docking Simulation KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Therapeutics::Drug Therapy::Molecular Targeted Therapy KW - Medical Subject Headings::Chemicals and Drugs::Amino Acids, Peptides, and Proteins::Proteins KW - Medical Subject Headings::Phenomena and Processes::Chemical Phenomena::Biochemical Phenomena::Biochemical Processes::Signal Transduction KW - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Drug Discovery::Drug Repositioning TI - Drug repurposing for COVID-19 using machine learning and mechanistic models of signal transduction circuits related to SARS-CoV-2 infection TY - letter ER -