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Author

Hisham El-moaqet

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Open access Oct 2026

PPGNet: Deep Multiple Instance Learning for Automated Hypertension Detection in OSA Patients Using PPG Signals

PPGNet is presented, a deep learning framework for diagnostic detection of established HTN in OSA patients using photoplethysmography signals extracted from standard overnight PSG recordings, enabling earlier HTN identification in this highrisk population without additional instrumentation.

Hisham El-moaqet, Rami Janini, M. Salanitro et al. · 0 citations
Open access Sep 2026

Implementation of an Industry 4.0 Smart Factory: IT/OT Network Integration, MES-Based Control, and Offline Production Optimization Using Discrete Event Simulation

Connecting IT and OT in manufacturing has become a core requirement for realizing Industry 4.0 smart factory architectures. This paper reports on the implementation of a smart factory built on the Festo CP Factory platform, covering three main contributions: IT/OT network architecture, MES-driven production control, an...

Hisham El-moaqet, Yazan Eltobgy · 0 citations

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