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Author

Monia Hamdi

2 papers indexed here

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Review Oct 2026

Towards Explainable Artificial Intelligence in Medical Imaging: A Review of Perturbation and Backpropagation-Based Methods.

Machine and deep learning algorithms have been proven their efficiency in the medical domain. This is particularly noticeable in medical imaging, where these algorithms have demonstrated exceptional capabilities, often surpassing human experts in detecting diseases, segmenting anatomical structures, and in aiding diagn...

A. Hamrouni, Thuraya N. I. Alrumaih, Mahmoud Ltaeif et al. · 0 citations
Open access Sep 2026

Scalable Distributed Deep Learning for Lung Disease Diagnosis: A Spark–Elephas Cross-Modality Framework with GPU Cluster Scalability Analysis

The rapid growth of large-scale medical imaging datasets has exposed critical limitations of single-node deep learning workflows for clinical decision support in lung disease diagnosis. We present a unified, Spark-based distributed framework for scalable multi-class lung disease classification from both chest X-ray (CX...

Zeineb Ben Messaoud, Maher Baccar, H. Bouhamed et al. · 0 citations

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