Wavelet transformation approaches for prediction of atrial fibrillation. - Hassan Serhal; Nassib Abdallah; Jean-Marie Marion; Pierre Chauvet; Mohamad Oueidat; Anne Humeau-Heurtier (EUSIPCO, 2022)

Overview on prediction, detection, and classification of atrial fibrillation using wavelets and AI on ECG. - Hassan Serhal; Nassib Abdallah; Jean-Marie Marion; Pierre Chauvet; Mohamad Oueidat; Anne Humeau-Heurtier (Comput. Biol. Medicine, 2022)

An EMD-based approach for atrial fibrillation classification using wavelets and convolutional neural network. - Hassan Serhal; Nassib Abdallah; Jean-Marie Marion; Pierre Chauvet; Mohamad Oueidat; Anne Humeau-Heurtier (Biomed. Signal Process. Control., 2023)

A Systematic Review: Classification of Lung Diseases from Chest X-Ray Images Using Deep Learning Algorithms. - Aya Hage Chehade; Nassib Abdallah; Jean-Marie Marion; Mathieu Hatt; Mohamad Oueidat; Pierre Chauvet (SN Comput. Sci., 2024)

CycleGAN-Based Approach for Enhanced Segmentation of Lung Disease Areas in Chest X-Ray Images. - Aya Hage Chehade; Nassib Abdallah; Jean-Marie Marion; Mohamad Oueidat; Pierre Chauvet (IPAS, 2025)

Reconstruction-based approach for chest X-ray image segmentation and enhanced multi-label chest disease classification. - Aya Hage Chehade; Nassib Abdallah; Jean-Marie Marion; Mathieu Hatt; Mohamad Oueidat; Pierre Chauvet (Artif. Intell. Medicine, 2025)

Advancing chest X-ray diagnostics: A novel CycleGAN-based preprocessing approach for enhanced lung disease classification in ChestX-Ray14. - Aya Hage Chehade; Nassib Abdallah; Jean-Marie Marion; Mathieu Hatt; Mohamad Oueidat; Pierre Chauvet (Comput. Methods Programs Biomed., 2025)