Medical imaging plays a crucial role in modern healthcare by aiding in accurate diagnosis,
treatment planning, and disease monitoring. The advancement of deep learning has …

In the field of image processing, a well-known model is the Convolutional Neural Network, or
CNN. The unique benefit that sets this model apart is its exceptional ability to use the …

COVID• 19 has sparked a global pandemic, with a variety of inflamed instances and deaths
increasing on an everyday basis. Researchers are actively increasing and improving distinct …

Research Article Automatic COVID-19 Lung Infection Segmentation through Modified Unet
Model Page 1 Research Article Automatic COVID-19 Lung Infection Segmentation through …

Research Article Automated COVID-19 Classification Using Heap-Based Optimization with the
Deep Transfer Learning Model Page 1 Research Article Automated COVID-19 Classification …

Research Article Towards Automated Multiclass Severity Prediction Approach for COVID-19
Infections Based on Combinations of Clin Page 1 Research Article Towards Automated …

The fruit of this thesis would not have been possible to see light without the support of many
people. Many thanks to my adviser, Pr. Hayet Farida Merouani, who was there, with helping …