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Objectives Time-resolved data acquisition with sliding-window conjugate-gradient highly constrained back projection (SW-CG-HYPR) has been proposed to acquire 2D myocardial perfusion images.This method allows increased spatial coverage, better spatial resolution, and improved signal-to-noise ratio (SNR).