Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets

Chang Liu, Fuxin Fan, Annette Schwarz, Andreas K. Maier. Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets. In Marius George Linguraru, Qi Dou 0001, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VIII. Volume 15008 of Lecture Notes in Computer Science, pages 145-154, Springer, 2024. [doi]

Abstract

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