Overfitting of Neural Nets Under Class Imbalance: Analysis and Improvements for Segmentation

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Authors: Zeju Li, Konstantinos Kamnitsas, Ben Glocker

Journal title: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part III

Journal number: 11766

Journal publisher: Springer International Publishing

Published year: 2019

Published pages: 402-410

DOI identifier: 10.1007/978-3-030-32248-9_45

ISBN: 978-3-030-32247-2