Franco Maciariello
Marketing Area, Santa Maria la Fossa (CE), Italy
Publications
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Research Article
Why AI-Driven Prevention Will Reshape European Healthcare Systems
Author(s): Franco Maciariello*, Fabrizio Benelli, Mario Caronna and Claudio Salvadori
European healthcare systems are currently facing profound structural pressures caused by demographic aging, chronic diseases, rising costs, labour shortages and increasing expectations from patients and citizens. The sustainability of universal healthcare, which has historically represented a cornerstone of European welfare, is now threatened by a combination of structural fragilities, long-term epidemiological trends and persistent inefficiencies. Artificial Intelligence, however, is emerging as a transformative lever able to support large-scale preventive strategies, shifting infrastructures from a reactive care orientation to a proactive public-health logic. The transition will not depend on replacing medical professionals with algorithms, but rather on building Human-AI ecosystems where predictive analytics, digital screening, risk stratification and real-time population monitorin.. Read More»

