3 papers
cs.CV2025
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…
cs.LG2025
From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification
Comte Valentin, Gemma Piella, Mario Ceresa +1
Cardiac diseases are among the leading causes of morbidity and mortality worldwide, which requires accurate and timely diagnostic strategies. In this study, we introduce an innovat…
cs.IR2025
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…