Author

F. Ben-Bouazza

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Open access Oct 2026

Cardiac-Net: A Wearable ECG Prototype and Hybrid CNN–Transformer Model for Atrial Fibrillation Detection in Long-Term ECG Recordings

Postoperative atrial fibrillation (POAF) is a leading cause of stroke and mortality after cardiac surgery, motivating continuous long-term ECG monitoring.This paper presents Cardiac-Net, a wearable ECG system (ESP32-S3/AD8232 BLE device with a Flutter mobile gateway; 128 Hz nominal/85 Hz effective BLE sampling rate, 12...

Aymane Edder, F. Ben-Bouazza, Youssef Ait Bigane et al. · BioMedInformatics · 0 citations

Open access Sep 2026

A Guarded Hybrid Pipeline for Rigid FLAIR–T1 MRI Registration: Learned Initialisation of Iterative Mutual-Information Refinement

Background: Rigid alignment of multimodal MRI is a prerequisite for neurological post-processing, yet classical iterative optimisers are accurate only when allowed to converge, at tens of seconds per volume, while learning-based predictors are fast but far less precise. This study asks whether a learned predictor can s...

Zakaria Said, F. Ben-Bouazza, M. Mekkour · BioMedInformatics · 0 citations