[HTML][HTML] Swin transformer for fast MRI

J Huang, Y Fang, Y Wu, H Wu, Z Gao, Y Li, J Del Ser… - Neurocomputing, 2022 - Elsevier
Magnetic resonance imaging (MRI) is an important non-invasive clinical tool that can
produce high-resolution and reproducible images. However, a long scanning time is …

CS-MRI reconstruction using an improved GAN with dilated residual networks and channel attention mechanism

X Li, H Zhang, H Yang, TQ Li - Sensors, 2023 - mdpi.com
Compressed sensing (CS) MRI has shown great potential in enhancing time efficiency.
Deep learning techniques, specifically generative adversarial networks (GANs), have …