Research Activities
Development of bioinformatics tools for Big Data analysis.
Application of advanced statistical methods, machine learning, deep learning, explainable AI (XAI), and data mining for predicting pathological mechanisms, identifying disease biomarkers and supporting patient stratification.
Development, application and optimization of automated pipelines for the analysis of genomics, epigenomics and transcriptomics data for large-scale studies.
Development and implementation of databases/portals
Management and harmonization of biomedical data through organization, curation, and integration of heterogeneous health and research datasets into standardized formats.
Processing and analysis of medical images to identify quantitative image-based biomarkers (radiomics), supporting tissue characterization and data-driven predictive models.









