Paola Salvatore

Browser-Native Federated Inference on Existing Italian SSN Clinical Workstations: A Peer-to-Peer Sovereignty-Preserving AI Architecture for Italian Regional Health Networks

Clinical adoption of large language models (LLMs) in public healthcare faces a structural impasse: the capital expenditure of centralised high-performance computing on one side and the privacy risk of routing patient data through third-party cloud interfaces on the other. Italian...

The Versatility of Pomegranate: From Phytochemical Diversity to Antimicrobial and Translational Applications

Pomegranate is increasingly being recognized as a versatile source of bioactive compounds with antimicrobial, antioxidant, anti-inflammatory, and microbiota-modulating potential. Beyond the edible arils and juice, peel, seeds, leaves, flowers, and other agro-industrial by-product...