Browsing by Author "Noui, Rima"

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    Conception et réalisation d'un système embarqué intelligent pour les applications biomédicales
    (Université M'Hamed Bougara Boumerdès: Faculté de Technologie, 2022) Faked, Djouher; Noui, Rima; Messaoudi, Noureddine(promoteur)
    Ce travail consiste a développé un système de surveillance médical embarqué intelligent pour application médicale destinée aux personnes adultes et âgées ou des patients à domicile
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    Smart embedded system for sleep apnea monitoring from ECG signals
    (American Institute of Physics, 2023) Ammar, Mohammed; Messaoudi, Noureddine; Faked, Djouher; Noui, Rima; Mahmoudi, Said
    In this paper, an intelligent monitoring system was proposed to follow vital parameters such as the electrocardiogram (ECG), oxygen saturation (SPO2), the temperature of the patient, and also heart rate. The system is built around a Raspberry 3B+ and an Arduino Uno. The prototype is equipped with an intelligent system that can currently detect sleep apnea from ECG signals. These parameters are detected by the following sensors: AD8232, and MAX 30102. We have implemented and compared three algorithms: Perceproron multi-layer, Support Vector Machine, and a Random Forest Classifier.