7 citations · 12 across the 8 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
eess.IV2023★ 2 cited
Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray Images
Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
Biomedical image datasets can be imbalanced due to the rarity of targeted diseases. Generative Adversarial Networks play a key role in addressing this imbalance by enabling the gen…
eess.IV2023★ 3 cited
Assessing Intra-class Diversity and Quality of Synthetically Generated Images in a Biomedical and Non-biomedical Setting
Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
In biomedical image analysis, data imbalance is common across several imaging modalities. Data augmentation is one of the key solutions in addressing this limitation. Generative Ad…