Healthcare Data Summarization via Medical Entity Recognition and Generative AI. - Giuseppe Riccio 002; Antonio Romano 001; Andriy Korsun; Michele Cirillo; Marco Postiglione; Valerio La Gatta; Antonino Ferraro; Antonio Galli; Vincenzo Moscato (itaDATA, 2023)

Agent-Based Modelling Meets Generative AI in Social Network Simulations. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Marco Postiglione; Gian Marco Orlando; Diego Russo; Giuseppe Riccio 002; Antonio Romano 001; Vincenzo Moscato (ASONAM (1), 2024)

FPSRec: Football Players Scouting Recommendation System based on Generative AI. - Antonio Maria Rinaldi; Antonio Romano 001; Cristiano Russo; Cristian Tommasino (IEEE Big Data, 2024)

Scaling LLM-Based Knowledge Graph Generation: A Case Study of Italian Geopolitical News. - Diego Russo; Gian Marco Orlando; Antonio Romano 001; Giuseppe Riccio 002; Valerio La Gatta; Marco Postiglione; Vincenzo Moscato (IEEE Big Data, 2024)

EuropeanLawAdvisor: an open source search engine for European laws. - Raffaele Russo; Diego Russo; Gian Marco Orlando; Antonio Romano 001; Giuseppe Riccio 002; Valerio La Gatta; Marco Postiglione; Vincenzo Moscato (IEEE Big Data, 2024)

Identifying Cardiological Disorders in Spanish via Data Augmentation and Fine-Tuned Language Models. - Antonio Romano 001; Giuseppe Riccio 002; Marco Postiglione; Vincenzo Moscato (CLEF (Working Notes), 2024)

From Explanation to Exploration: Promoting DivErsity in Recommendation Systems. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Marco Postiglione; Diego Russo; Gian Marco Orlando; Giuseppe Riccio 002; Antonio Romano 001; Vincenzo Moscato (RecSoGood@RecSys, 2024)

A Multilingual Multimodal Medical Examination Dataset for Visual Question Answering in Healthcare. - Giuseppe Riccio 002; Antonio Romano 001; Mariano Barone; Gian Marco Orlando; Diego Russo; Marco Postiglione; Valerio La Gatta; Vincenzo Moscato (CBMS, 2025)

IMB: An Italian Medical Benchmark for Question Answering. - Antonio Romano 001; Giuseppe Riccio 002; Mariano Barone; Marco Postiglione; Vincenzo Moscato (CLiC-it, 2025)

SOLVE-Med: Specialized Orchestration for Leading Vertical Experts Across Medical Specialties. - Roberta Di Marino; Giovanni Dioguardi; Antonio Romano 001; Giuseppe Riccio 002; Mariano Barone; Marco Postiglione; Flora Amato; Vincenzo Moscato (ECAI, 2025)

PIE-Med: Predicting, Interpreting and Explaining Medical Recommendations. - Antonio Romano 001; Giuseppe Riccio 002; Marco Postiglione; Vincenzo Moscato (ECIR (5), 2025)

SynthMed: Generating and Detecting Multimodal Deepfakes for Healthcare Communication. - Mariano Barone; Francesco Di Serio; Vincenzo Moscato; Marco Postiglione; Giuseppe Riccio 002; Antonio Romano 001 (ISM, 2025)

AMICO: A Semantic and Multimodal Framework for AI-Assisted Clinical Reporting. - Antonio Laudante; Mariano Barone; Giuseppe Riccio 002; Antonio Romano 001; Francesco Di Serio; Antonio Scialdone; Francesco Porciello; Nicola Rainone; Vincenzo Moscato (ISM, 2025)

DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLP. - Mariano Barone; Antonio Laudante; Giuseppe Riccio 002; Antonio Romano 001; Marco Postiglione; Vincenzo Moscato (ITADATA, 2025)

Improving Preliminary Diagnosis in Italian Through a Retrieval-Augmented Medical Chatbot. - Mariano Barone; Gian Marco Orlando; Marco Perillo; Giuseppe Riccio 002; Antonio Romano 001; Diego Russo; Ferdinando Tammaro; Valerio La Gatta; Marco Postiglione; Vincenzo Moscato (ITADATA, 2025)

Transforming healthcare with AI: the work of CINI-AIIS at Federico II University. - Mariano Barone; Domenico Benfenati; Salvatore Capuozzo; Giovanni Maria De Filippis; Adriano De Simone; Simona Fioretto; Kyriakos Kristofer Georgiou; Michela Gravina; Julian Gortz; Lidia Marassi; Stefano Marrone 002; Enea Vincenzo Napolitano; et al. (Ital-IA, 2025)

Combining Evidence and Reasoning for Biomedical Fact-Checking. - Mariano Barone; Antonio Romano 001; Giuseppe Riccio 002; Marco Postiglione; Vincenzo Moscato (SIGIR, 2025)

Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification. - Mariano Barone; Antonio Romano 001; Giuseppe Riccio 002; Marco Postiglione; Vincenzo Moscato (SIGIR, 2025)

MediCARE: Medical Collaborative Agents REasoning over Interpretable Heterogeneous Graphs. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Marco Postiglione; Giuseppe Riccio 002; Antonio Romano 001; Gian Marco Orlando; Diego Russo; Vincenzo Moscato (Artif. Intell. Medicine, 2026)

Brain3D: Brain Report Automation via Inflated Vision Transformers in 3D. - Mariano Barone; Francesco Di Serio; Giuseppe Riccio 002; Antonio Romano 001; Marco Postiglione; Antonino Ferraro; Vincenzo Moscato (CoRR, 2026)

Can "AI" Be a Doctor? A Study of Empathy, Readability, and Alignment in Clinical LLMs. - Mariano Barone; Francesco Di Serio; Roberto Moio; Marco Postiglione; Giuseppe Riccio 002; Antonio Romano 001; Vincenzo Moscato (CoRR, 2026)