European radiology
Deep learning-based segmentation of T1 and T2 cardiac MRI maps for automated disease detection.
Andreea Bianca Popescu, Andreas Seitz, Mathias Becker, Heiko Mahrholdt, Jens Wetzl, Athira Jacob, Lucian Mihai Itu, Constantin Suciu, Teodora Chitiboi
Published: 202510.1007/s00330-025-12069-z
Abstract
OBJECTIVES: Parametric tissue mapping enables quantitative cardiac tissue characterization but is limited by inter-observer variability during manual delineation. Traditional approaches relying on average relaxation values and single cutoffs may over…
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