A topology-preserving augmentation pipeline that uses a cardiac contiguous topology template reduces topological errors in CNN-based segmentation of congenital heart defects in 3D CMR.
Computer methods and programs in biomedicine 88(2), 182--190 (2007)
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Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR
A topology-preserving augmentation pipeline that uses a cardiac contiguous topology template reduces topological errors in CNN-based segmentation of congenital heart defects in 3D CMR.