MRA reconstruction by the optimum interpolation approximation based on LASSO-regressed sparse weighting function

摘要

A new MRA image reconstruction method is presented. Under the condition that the proposed approximation is derived from the weighting function that is equal to a solution of the LASSO regression, experimental results show that the proposed approximation reconstructs more accurate MRA image than the LASSO regression.