Publications

Roel Hulsman, Carles Balsells-Rodas, Sara Magliacane (2026). Identifiable Markov Switching Models with Instantaneous Effects and Exponential Families. Under submission.

Lorenzo Bertolini

Equal contribution

Equal contribution

, Sergio Consoli, Antonio Puertas Gallardo, Mario Ceresa (2025). On General and Biomedical Text-to-Graph Large Language Models. Semantic Web Journal, 17(1):1-27.

Roel Hulsman, Valentin Comte, Lorenzo Bertolini, Tobias Wiesenthal, Antonio Puertas Gallardo, Mario Ceresa (2025). Conformal Risk Control for Pulmonary Nodule Detection. In Proceedings of the 14th Symposium on Conformal and Probabilistic Prediction with Applications, volume 266, pp. 445-463. PMLR.

Valentin Comte, Lorenzo Bertolini, Roel Hulsman, Sergio Consoli, Gabriele Leoni, Federica Zanca, Xavier Rafael, Giulia Veronesi, Elisa Dieci, Gemma Piella, Miguel A. Gonzalez Ballester, Maddalena Querci, Mario Ceresa, Tobias Wiesenthal (2025). AI-driven Innovation in Medical Imaging. Technical Report, Publications Office of the European Union.

Lorenzo Bertolini, Roel Hulsman, Sergio Consoli, Antonio Puertas Gallardo, Mario Ceresa (2024). On Constructing Biomedical Text-to-Graph Systems with Large Language Models. In Joint Proceedings of the 3rd International Workshop on Knowledge Graph Generation from Text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG), co-located with the Extended Semantic Web Conference (ESWC), volume 3747.

Roel Hulsman (2022). Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction. Master’s thesis, University of Oxford, Oxford, United Kingdom. Available at https://arxiv.org/pdf/2210.14735.