Détection et classification multi-label de maladies pulmonaires par apprentissage automatique à partir d'images de radiographie thoracique. (Detection and multi-label classification of lung diseases from chest x-ray images using machine learning). - Aya Hage Chehade (2024)

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)