@CONFERENCE\{IMM2009-05796,
    author       = "H. Pedersen and H. Olafsdottir and S. Darkner and M. Lyksborg and R. Larsen",
    title        = "Predictive Modelling of Cardiac {2D} Multi-Slice {MRI} with Simultaneous Resolution of Cardiac and Respiratory Motion",
    year         = "2009",
    month        = "sep",
    keywords     = "Magnetic resonance imaging, cardiac motion, respiratory motion,",
    pages        = "125-131",
    booktitle    = "proceedings of CI2BM09 - {MICCAI} Workshop on Cardiovascular Interventional Imaging and Biophysical Modelling",
    volume       = "",
    series       = "",
    editor       = "",
    publisher    = "{INRIA,} Sophia Antipolis",
    organization = "",
    address      = "",
    url          = "http://hal.inria.fr/view_by_stamp.php?&halsid=a5feq8m09pab4uanfvqscd7cv7&label=CI2BM09&langue=en&action_todo=home",
    abstract     = "This paper introduces a novel approach to modelling of volumetric cardiac magnetic resonance imaging (MRI) with simultaneous resolution of cardiac and respiratory motion. The major challenge is that the inherent slow nature of {MRI} prevents obtaining real-time volumetric images of the heart with sufficient spatial and temporal resolution. To overcome this problem our method predicts pixel intensities in multiple {2D} slices, acquired with high spatial and temporal resolution, and subsequently assembles these into volumetric data sets. The prediction is based on external motion sensors, in our case a respiratory  bellow and a vectorcardiogram, and utilizes a combination of deformation modelling and pixel intensity modelling. We demonstrate that this approach reliably models volumetric cardiac {MRI} for any combination of cardiac and respiratory phase."
}