Impact of Annotation Noise on Histopathology Nucleus Segmentation
Deep learning is often used for automated diagnosis support in biomedical image processing scenarios. Annotated datasets are essential for the supervised training of deep neural networks. The problem of consistent and noise-free annotation remains for experts such as pathologists. The variability wi...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
De Gruyter
2022-09-01
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Series: | Current Directions in Biomedical Engineering |
Subjects: | |
Online Access: | https://doi.org/10.1515/cdbme-2022-1051 |