Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation

Abstract

Direct estimation of cardiac ventricular volumes has become increasingly popular and important in cardiac function analysis due to its effectiveness and efficiency by avoiding an intermediate segmentation step. However, existing methods rely on either intensive user inputs or problematic assumptions. To realize the full capacities of direct estimation, this… (More)
DOI: 10.1016/j.media.2015.07.003

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