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Author

A. Chehri

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Review Oct 2026

Agentic AI in Healthcare 5.0: Reference Architecture, Applications, and Challenges

Healthcare systems are increasingly data-rich but remain fragmented, reactive, and difficult to coordinate across institutions, devices, and clinical workflows. Healthcare 5.0 addresses these limitations through human-centricity, resilience, and symbiotic human-artificial intelligence (AI) collaboration. This survey po...

T. Gadekallu, Thien Huynh-The, A. Chehri et al. · 0 citations
Open access Sep 2026

Safety-Constrained Vehicle-to-Pedestrian Guidance for Visually Impaired Pedestrians: Multi-Camera Consensus Gating in Edge–Fog–Cloud ITS Architecture

Driving assistance and autonomous driving are among the fastest-evolving domains of intelligent transportation systems (ITSs). However, visually impaired pedestrians (VIPs) remain weakly protected by roadsides or vehicle perception systems, especially when the right of way must be communicated in an accessible and audi...

Mourad Raif, A. El Rharras, Rachid Saadane et al. · 0 citations
2026

ShallowNet: A Lightweight Neural Network Approach for Efficient Flow-Level DDoS Detection

Distributed Denial-of-Service (DDoS) attacks across cloud, edge, and Internet-of-Things infrastructures have intensified the need for detectors that are accurate, computationally efficient, and deployable at resource-constrained monitoring points. Much of the intrusion-detection literature implicitly links detection qu...

Ali Alfatemi, Mohamed Rahouti, A. Chehri et al. · 0 citations

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