Self-Attentive Deep Fusion Framework with Transformer-Based Semantics for Emergency Head CT Reporting

Jan 1, 2025·
Selene Tomassini
Selene Tomassini
,
Abdallah Zeggada
,
Carlo Cosimo Quattrocchi
,
Farid Melgani
Paolo Giorgini
Paolo Giorgini
· 0 min read
publication
Selene Tomassini
Authors
Selene Tomassini
Assistant Professor (RTD-A)
Selene is a biomedical engineer and researcher working at the intersection of artificial intelligence and medicine. Her research focuses on the development of AI-based clinical decision support systems, with a particular emphasis on medical imaging. She investigates computational methods to extract meaningful information from biomedical images and translate complex data into clinically relevant insights, supporting clinicians in the interpretation of imaging findings and clinical decision-making. Her work has the broader goal of bridging methodological advances in artificial intelligence and the practical needs of healthcare.
Paolo Giorgini
Authors
Paolo Giorgini
Full Professor

Paolo Giorgini is a Full Professor at the Department of Information Engineering and Computer Science (DISI) of the University of Trento, where he heads the International PhD School on ICT and previously directed the Bachelor and Master degree programmes in Computer Science. He received his PhD in Information Engineering from the University of Ancona in 1998, and was a visiting researcher at the University of Toronto (2000) and the University of Technology Sydney (2005).

He leads the Software Engineering, Formal Methods and Security group. His contributions include the development of (security) requirements modelling languages and agent- and goal-oriented techniques for software analysis and development. He has published more than 260 refereed journal and conference papers, founded the International Journal of Agent-Oriented Software Engineering, and received the 10-year Most Influential Paper Award at the IEEE International Requirements Engineering Conference (2015).