@CONFERENCE\{IMM2009-05797, author = "H. Pedersen and H. B. W. Larsson and R. Larsen", title = "Predictive modelling of cardiac real-time {2D} images", year = "2009", pages = "5363", booktitle = "Proceedings 17th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Honolulu", volume = "", series = "", editor = "", publisher = "", organization = "", address = "", url = "http://www2.compute.dtu.dk/pubdb/pubs/5797-full.html", abstract = "Prediction of the respiratory and beating motion of the heart has several useful applications in cardiovascular {MRI}. Despite its usefulness, there is currently no available technique that establishes a predictive model of both cardiac and respiratory {3D} motion. The main bottleneck is the inherent slow nature of {MRI} that prevents obtaining real-time {3D} images of the heart with both high spatial and temporal resolution. In this work, we present a novel technique that predicts {2D} real-time images for any cardiac and respiratory motion state. By combining several {2D} acquisitions, the method predicts {3D} images of the heart, including through-plane motion." }