Francesco Casadei

PhD Student

Department of Medical and Surgical Sciences

Teaching tutor

Department of Physics and Astronomy "Augusto Righi"

Department of Biological, Geological, and Environmental Sciences

Academic discipline: FIS/07 Applied Physics

Research

Keywords: Federated Learning; Machine Learning; Nanopore Sequencing; Repeat Expansion Disorders; Genomics; Precision Medicine

Study and application of Federated Learning models to oncohematological diseases (GenoMed4All);
Real data management for Federated Learning experiments (Synthema);
Data analysis from nanopore sequencing of repeat expansion diseases and their characterization;
Integration of multi-omic data for repeat expansion disorders;
Study and analysis of structural variants in mitochondrial diseases.