Author

M. Akhloufi

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Open access Aug 2026

MultiCardioNet: A Multimodal Deep Learning Model for Early Cardiovascular Deterioration Prediction in ICU Patients

Cardiovascular deterioration is a clinically important event in intensive care units, but early prediction remains challenging because risk may be reflected across structured clinical variables, physiological time series, and clinical text. In this work, we present MultiCardioNet, a multimodal deep learning framework f...

Bassem Jandoubi, M. Akhloufi · Bioengineering · 0 citations

Open access Aug 2026

Task-Guided CycleGAN for Domain-Adapted Coastal Boundary Segmentation in Remote Sensing Images

Deep-learning-based segmentation techniques for coastal erosion monitoring have emerged as a promising solution to this challenge. However, existing approaches remain limited by insufficient data diversity and poor cross-dataset generalization. Although fine-tuning segmentation models can improve generalization perform...

Marc-Andrė Blais, M. Akhloufi · Remote Sensing · 0 citations

Review Open access Jul 2026

Generative AI in Neuroimaging: Advancing Brain MRI Analysis and Interpretation

Overall, the reviewed literature demonstrates that generative AI has substantial potential to improve brain MRI analysis through realistic data generation, enhanced image quality, and more informative feature representations.

Ahmed Kammoun, M. Akhloufi · Information · 0 citations