4 papers
Conformal Risk Control for Pulmonary Nodule Detection
Roel Hulsman, Valentin Comte, Lorenzo Bertolini +3
Quantitative tools are increasingly appealing for decision support in healthcare, driven by the growing capabilities of advanced AI systems. However, understanding the predictive u…
An Epidemiological Knowledge Graph extracted from the World Health Organization's Disease Outbreak News
Sergio Consoli, Pietro Coletti, Peter V. Markov +7
The rapid evolution of artificial intelligence (AI), together with the increased availability of social media and news for epidemiological surveillance, are marking a pivotal momen…
Retrieval Augmented Generation Evaluation for Health Documents
Mario Ceresa, Lorenzo Bertolini, Valentin Comte +8
Safe and trustworthy use of Large Language Models (LLM) in the processing of healthcare documents and scientific papers could substantially help clinicians, scientists and policyma…
Epidemic Information Extraction for Event-Based Surveillance using Large Language Models
Sergio Consoli, Peter Markov, Nikolaos I. Stilianakis +3
This paper presents a novel approach to epidemic surveillance, leveraging the power of Artificial Intelligence and Large Language Models (LLMs) for effective interpretation of unst…