Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI

There is recent interest in techniques to accelerate the data acquisition process in MRI by acquiring limited measurements. Sophisticated reconstruction algorithms are often deployed to maintain high image quality in such settings. In this work, we propose a data-driven sampler using a convolutional neural network, MNet , to provide...