Author

Saeed Mohsen

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#federated learning Review Open access Oct 2026

Foundation Models and Vision-Language Models in Medical Imaging: A Review

Foundation models (FMs) and vision-language models (VLMs) have emerged as a transformative paradigm in artificial intelligence, reshaping the landscape of medical image analysis and clinical decision support. Building upon large-scale pretraining on heterogeneous datasets, these models exhibit unprecedented generalizat...

Saeed Mohsen, Leena Mahmoud Lulu, Mohamed Eassa et al. · Computers · 0 citations

#explainable ai Open access Oct 2026

Efficient deep learning models for early Alzheimer’s disease diagnosis

Alzheimer’s Disease (AD) is a progressive neurological disorder that impairs cognitive functions, severely affecting patients’ quality of life. Thus, early and accurate diagnosis is essential to provide a chance for treatment. This paper proposes two deep learning (DL) models to enable automated diagnosis of medical im...

Sarah Oraby, Ahmed A. Emran, Basel El-Saghir et al. · Scientific Reports · 0 citations