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I am a PhD researcher specializing in EdgeAI for healthcare applications. My work focuses on building intelligent, real-time systems that process clinical data at the edge, improving patient care through faster, more accurate decision-making. I develop AI-driven solutions within IoT ecosystems to enhance diagnostics, patient monitoring, and personalized treatment, with a particular emphasis on chronic heart failure and pharmacological response predictions.

At the Italian Institute of Technology (IIT), I collaborate with interdisciplinary teams to address complex healthcare challenges, using digital twins, predictive analytics, and ECG data analysis to support clinical outcomes.

All Publications
2024
Mamen A., Kovaçi S., Montanaro T., Sergi I., Patrono L.
A Digital Twin Architecture for Minimizing Injuries Risks with Personalized Regimens via IoT and Machine Learning
2024 9th International Conference on Smart and Sustainable Technologies (SpliTech)
Conference Paper Conference