Core Concepts
Deep learning-based super-resolution enhances fMRI spatial resolution, reducing acquisition time.
Stats
"Quantitative and qualitative results indicate that our method has the potential to enhance the spatial resolution of fMRI."
"The objective is to learn a mapping from a 3D low-resolution (LR) domain to a 3D high-resolution (HR) domain."
"We propose the first method for 3D SR of 7T fMRI with deep learning to robustly improve its spatial resolution."