Author

Ayyad Maafiri

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Open access Jul 2026

Integrating Multi-Source Pulmonary X-Ray Data into a Cross-Validated CNN with AdamW and Augmentation

This study presents an approach for classifying lung diseases using a tailored convolutional neural network (CNN) that combines several chest X-ray (CXR) datasets and applies extensive data augmentation to build a balanced dataset and improve generalization.

Fouad Issouani, Ayyad Maafiri, S. Ziti · Int. J. Online Biomed. Eng. · 0 citations