Conference proceedings talk, Conference and Labs of the Evaluation Forum, Bologna, IT
Conference Talk within the iDPP (Intelligent Disease Progression Prediction) challenge. The goal of iDPP is to design and develop an evaluation infrastructure for AI algorithms, which we evaluated in terms of XAI comparing LIME, SHAP and our proposed system Araucana XAI.
Talk, Artificial Intelligence in Medicine (AIME), Halifax, CA
Presentation of the Ph.D. thesis project and discussion with the Academic Panel, which includes a number of prominent academic researchers with substantial experience in the field of Artificial Intelligence in Medicine. The talk was focused on how to employ Transformer-based models like BERT in medical information retrieval systems.
Seminar, University of Pavia, Pavia, IT
Introduction to contextualized embeddings with BERT during the “Machine Learning Fridays” seminary series organized by the Biomedical Informatics Lab of UniPV.
Talk, Machine Learning Master's course, University of Pavia, Pavia, IT
Invited to speak about word embeddings and their application in clinical practice during the Machine Learning Master’s course of the faculty of Biomedical Engineering in Pavia.