Robust Segmentation Models Using an Uncertainty Slice Sampling-Based Annotation Workflow
Author:
Funder
Fraunhofer-Gesellschaft
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09672086.pdf?arnumber=9672086
Reference33 articles.
1. nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
2. On calibration of modern neural networks;guo;Proc Int Conf Mach Learn,2017
3. Pyramid network with online hard example mining for accurate left atrium segmentation;bian;Proc Int Workshop Stat Atlases Comput Models Heart,2018
4. Training Region-Based Object Detectors with Online Hard Example Mining
5. Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
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