The objective of this study is to develop 4D time-resolved high-resolution BOLD MRI by combining low-rank sparse imaging and compressed sensing. By expressing a dynamic BOLD image as the product of a set of basis images and temporal functions, we are able to capture differential dynamic BOLD responses to oscillating hypoxia challenge in high-resolution 3D space in genetically engineered mouse brains.
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