H. Tairi

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J. Riffi (2)Iliass Zine-dine (1)Khalid El Fazazy (1)Ismail El Batteoui (1)M. A. Mahraz (1)Hanae Mahmoudi (1)Hiba Ramadan (1)

Papers (2)

Aug 17, 2026

Iliass Zine-dine +5Aug 17, 2026

Brain Tumor Classification Using a Hybrid Learning Strategy Integrating GAN-Augmented Neural Networks

A hybrid framework that combines generative adversarial networks (GANs), convolutional neural networks (CNNs), and Vision Transformers (ViTs) for accurate tumor classification demonstrates the potential of advanced DL models to strengthen MRI-based tumor diagnosis and support more reliable clinical decision-making.

Iliass Zine-dine, J. Riffi, Khalid El Fazazy +3

Jun 1, 2026

Hanae Mahmoudi +3Jun 1, 2026

Prostate magnetic resonance imaging/transrectal ultrasound registration using vision transformer and convolutional neural network

This work proposes a supervised approach that combines both CNN and the vision transformer (ViT) to predict a dense displacement field (DDF) in 3D medical images and achieves promising results compared to previous work based on only CNNs.

Hanae Mahmoudi, Hiba Ramadan, J. Riffi +1

H. Tairi

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H. Tairi

Frequent co-authors

Papers (2)