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.
Research center
CBN@UniLe
Interests
Edge Computing
AI
Smart Healthcare
About
All Publications
2025
Ali A., Kovaçi S., Mamen A., Hafidi H., Montanaro T., Sergi I., Patrono L.
Clustering-Based Detection of Unusual Daily Patterns in Elderly Care Using Non-Intrusive Sensor Data
14th Italian Forum of Ambient Assisted Living (ForItAAL 2025)
Conference Paper
Conference
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)