A survey of label-noise deep learning for medical image analysis.
Jialin ShiKailai ZhangChenyi GuoYouquan YangYali XuJi WuPublished in: Medical Image Anal. (2024)
Keyphrases
- deep learning
- medical image analysis
- label noise
- active learning
- medical images
- deformable models
- image registration
- unsupervised learning
- noise tolerant
- anatomical structures
- noise model
- medical imaging
- image analysis
- machine learning
- training data
- magnetic resonance images
- mental models
- image data
- decision trees
- supervised learning
- multiple instance learning
- weakly supervised
- feature selection
- information extraction
- learning algorithm