Topology-Preserving Augmentation for CNN-Based Segmentation of Congenital Heart Defects from 3D Paediatric CMR

Nick Byrne, James R. Clough, Isra Valverde, Giovanni Montana, Andrew P. King. Topology-Preserving Augmentation for CNN-Based Segmentation of Congenital Heart Defects from 3D Paediatric CMR. In Qian Wang 0001, Alberto Gomez, Jana Hutter, Kristin McLeod, Veronika A. M. Zimmer, Oliver Zettinig, Roxane Licandro, Emma C. Robinson, Daan Christiaens, Esra Abaci Turk, Andrew Melbourne, editors, Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Volume 11798 of Lecture Notes in Computer Science, pages 181-188, Springer, 2019. [doi]

Authors

Nick Byrne

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James R. Clough

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Isra Valverde

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Giovanni Montana

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Andrew P. King

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