2 papers
eess.IV2025
Enhancing Medical Image Analysis through Geometric and Photometric transformations
Khadija Rais, Mohamed Amroune, Mohamed Yassine Haouam +1
Medical image analysis suffers from a lack of labeled data due to several challenges including patient privacy and lack of experts. Although some AI models only perform well with l…
cs.LG2024
Exploring Variational Autoencoders for Medical Image Generation: A Comprehensive Study
Khadija Rais, Mohamed Amroune, Abdelmadjid Benmachiche +1
Variational autoencoder (VAE) is one of the most common techniques in the field of medical image generation, where this architecture has shown advanced researchers in recent years…