M. Shamim Hossain

DBGAN: Dual Branch Generative Adversarial Network for Multi-Modal MRI Translation

2024 · ACM Transactions on Multimedia Computing Communications and Applications

Existing magnetic resonance imaging translation models rely on generative adversarial networks, primarily employing simple convolutional neural networks. Unfortunately, these networks struggle to capture global representations and contextual relationships within magnetic resonance images. While the advent …