4 papers
LLM-Orchestrated Conformance Checking in Stroke Care Without Computer-Interpretable Guidelines
Giorgio Leonardi, Stefania Montani, Manuel Striani +2
Objective: Conformance checking in healthcare seeks to assess whether patient care pathways adhere to clinical guidelines. However, its practical application often depends on the a…
AutoML-Med: A Framework for Automated Machine Learning in Medical Tabular Data
Riccardo Francia, Maurizio Leone, Giorgio Leonardi +4
Medical datasets are typically affected by issues such as missing values, class imbalance, a heterogeneous feature types, and a high number of features versus a relatively small nu…
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring
Christopher Irwin, Marco Dossena, Giorgio Leonardi +1
Predictive process monitoring is a process mining task aimed at forecasting information about a running process trace, such as the most correct next activity to be executed. In med…
Towards an educational tool for supporting neonatologists in the delivery room
Giorgio Leonardi, Clara Maldarizzi, Stefania Montani +2
Nowadays, there is evidence that several factors may increase the risk, for an infant, to require stabilisation or resuscitation manoeuvres at birth. However, this risk factors are…