A blockchain-based federated learning mechanism for privacy preservation of healthcare IoT data

W Moulahi, I Jdey, T Moulahi, M Alawida… - Computers in Biology …, 2023 - Elsevier
The Corona virus outbreak sped up the process of digitalizing healthcare. The ubiquity of IoT
devices in healthcare has thrust the Healthcare Internet of Things (HIoT) to the forefront as a …

Investigating Deep Learning for Early Detection and Decision-Making in Alzheimer's Disease: A Comprehensive Review

G Hcini, I Jdey, H Dhahri - Neural Processing Letters, 2024 - Springer
Alzheimer's disease (AD) is a neurodegenerative disorder that affects millions of people
worldwide, making early detection essential for effective intervention. This review paper …

Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review

S Bbouzidi, G Hcini, I Jdey, F Drira - arXiv preprint arXiv:2406.03478, 2024 - arxiv.org
Our review explores the comparative analysis between Convolutional Neural Networks
(CNNs) and Vision Transformers (ViTs) in the domain of image classification, with a …

[PDF][PDF] Improvement of Satellite Image Classification Using Attention-Based Vision Transformer.

N Slimani, I Jdey, M Kherallah - ICAART (3), 2024 - pdfs.semanticscholar.org
This study introduces a transformative approach to satellite image classification using the
Vision Transformer (ViT) model, a revolutionary deep learning method. Unlike conventional …