Annamaria Defilippo

According to our database, Annamaria Defilippo authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Exdiff: a modular and explainable framework combining network simulation and graph neural networks for diffusion modelling.

Annamaria Defilippo, Ugo Lomoio, Barbara Puccio, Pierangelo Veltri, Pietro Hiram Guzzi

Soc. Netw. Anal. Min., December, 2026

From data to decisions: a modular platform for modelling and simulation of infectious disease diffusion in networks.

Francesco Branda, Annamaria Defilippo, Ugo Lomoio, Barbara Puccio, Massimo Ciccozzi, Fabio Scarpa, Pierangelo Veltri, Pietro Hiram Guzzi

BMC Medical Informatics Decis. Mak., December, 2026

Design of a RAG framework for cardiology EHR analysis.

Annamaria Defilippo, Giovanni Canino, Nicola Procopio, Albino Trapuzzano, Sabato Sorrentino, Ciro Indolfi, Patrizia Vizza, Pierangelo Veltri, Pietro Hiram Guzzi

Discov. Artif. Intell., December, 2026

2025

HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways.

Cristian Cosentino, Annamaria Defilippo, Marco Dossena, Christopher Irwin, Sara Joubbi, Pietro Liò

CoRR, August, 2025

ExDiff: A Framework for Simulating Diffusion Processes on Complex Networks with Explainable AI Integration.

Annamaria Defilippo, Ugo Lomoio, Barbara Puccio, Pierangelo Veltri, Pietro Hiram Guzzi

CoRR, June, 2025

Differential causal networks highlight sex-based differences in human tissues.

Annamaria Defilippo, Kimberly Glass, Federico M. Giorgi, Tamer Kahveci, Pierangelo Veltri, Pietro Hiram Guzzi

Briefings Bioinform., 2025

CardioTRAP: Design of a Retrieval Augmented System (RAG) for Clinical Data in Cardiology.

Pietro Hiram Guzzi, Annamaria Defilippo, Nicola Procopio, Albino Trapuzzano, Giovanni Canino, Patrizia Vizza, Sabato Sorrentino, Ciro Indolfi, Pierangelo Veltri

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

GraphNet: A Novel Method Based on Graph Neural Networks for Emergency Healthcare Management.

Annamaria Defilippo, Pietro Hiram Guzzi, Pierangelo Veltri, Pietro Liò

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

Leveraging graph neural networks for supporting Automatic Triage of Patients.

Annamaria Defilippo, Pierangelo Veltri, Pietro Lió, Pietro Hiram Guzzi

CoRR, 2024

2023

A novel Network Science Algorithm for Improving Triage of Patients.

Pietro Hiram Guzzi, Annamaria Defilippo, Pierangelo Veltri

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023