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Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI
Fast MRI aims to reconstruct a high fidelity image from partially observed measurements. Exuberant development in fast MRI using deep learning has been witnessed recently.... -
fastMRI AXT1 multi-coil brain dataset
The fastMRI AXT1 multi-coil brain dataset is consisted of 248 training volumes (3844 slices) and 82 validation (1424 slices) validation volumes. -
MRI Reconstruction
MRI reconstructions were demonstrated on coil-combined images from the IXI dataset1, under a k-space mask for 8× acceleration. -
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
MRI reconstruction using data-driven Markov chains with Joint Uncertainty Estimation -
CloudBrain-ReconAI
CloudBrain-ReconAI is an online platform for MRI reconstruction and image quality evaluation.
