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M. Derawi

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Open access Oct 2026

MEE-Net: a lightweight CNN with interpretability assessment for cardiomegaly detection from chest X-rays on edge devices

Cardiomegaly is a clinically important indicator of cardiovascular risk, yet its detection from chest radiographs remains challenging due to inter-observer variability and the limited deployability of current deep learning models in resource-constrained settings. To address these limitations, we propose MEE-Net (Me...

Yaser Dalveren, Mehmet Zahid Genç, Ali Kara et al. · 0 citations
Open access Aug 2026

A multi-stage framework for vehicle detection and classification from low-resolution surveillance images under challenging environmental conditions

Experimental results demonstrate that the proposed framework achieves high classification performance while maintaining an effective balance between detection accuracy and computational efficiency, indicating that the proposed method may offer a practical approach for ITS applications involving low-resolution surveilla...

Yaser Dalveren, Bamoye Maiga, Ali Kara et al. · 0 citations
Review Open access 2026

A Comprehensive Survey on Connectivity in the Internet of Vehicles: Trends, Architectures, Technologies, and Challenges

An adaptive multi-tier IoV connectivity architecture that offers ultra-low latency, high scalability, and robust interoperability through distributed edge–cloud processing, AI-driven resource orchestration, adaptive blockchain-enabled security, and cross-technology communication control is proposed.

Arbab Waheed Ahmad, M. Derawi, Raja Sana Gul · 0 citations
Open access Jul 2026

Intelligent Congestion Control in the Internet of Vehicles Employing Network Slicing in 5G Architecture

The Internet of Vehicles (IoV) is a decentralized network architecture that enables autonomous driving, real-time applications, infotainment services, and seamless vehicle-to-everything communication. While infotainment systems enhance the user experience by providing entertainment and navigation features, their high d...

Arbab Waheed Ahmad, Raja Sana Gul, M. Derawi · 0 citations

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