Author

S. Ziti

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#small language model Review Sep 2026

FHIR as an interoperability enabler for clinical applications: a narrative review of implementations, impacts, and future challenges.

FHIR has successfully catalyzed widespread technical innovation and serves as the foundation for advanced clinical applications, however, a significant translational gap persists and future efforts should expand beyond technical development.

Wafae Abbaoui, S. Ziti, Sara Retal · International Journal of Med... · 0 citations

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