E. Sciascio

AMIUgraph: analysis and modeling of interactions for utility-driven benchmarking of graph-based models in healthcare.

BACKGROUND Graph-based machine learning approaches, including Knowledge Graph Embedding (KGE) methods and Graph Neural Networks (GNNs), have emerged as powerful tools for modeling complex biomedical data. However, a systematic and clinically grounded comparison of these approaches across heterogeneous healthcare graphs...