Si-Quan Zhu

Hankel Subspace Self-Supervised Learning for Parallel MRI Reconstruction

Parallel magnetic resonance imaging reconstruction is an ill-posed inverse problem under undersampling. Multi-coil acquisition and Hankel lifting expose complementary repeated information: observations of the same anatomy across coils and repeated local k-space neighborhoods in overlapping windows. These dependencies g...