PharmacoInformatics PhI

The PharmacoInformatics group is devoted to the development and application of computational methodologies focused on toxicological safety and the application of Machine Learning methods in biomedicine. Regarding toxicological safety, our group is dedicated to the development of tools for the assessment and evaluation of the potential risks associated with exposure to chemical substances, drugs, pollutants, or other agents that may be harmful to human health or the environment. With the aim of determining safe exposure levels we produce more sustainable, ethical and effective toxicological evaluations without resourcing to in vivo assays. The expertise of our group members spans a broad range of scientific areas including pharmacology, toxicology, safety policy development, statistics, and data science. We combine our solid knowledge with several years of experience to provide support in different projects and develop high quality applications supporting standard toxicological assessment methods. Main research lines: -In silico methods for drug safety assessment -Multilevel machine learning approaches for toxicological predictions -Support of NAMs development for NGRA -Scientific software development