Appearance-based Debiasing of Deep Learning Models in Medical Imaging.
Frauke WilmMarcel ReimannOliver TaubmannAlexander MühlbergKatharina BreiningerPublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- learning models
- medical imaging
- medical images
- x ray
- anatomical structures
- medical image analysis
- machine learning
- learning algorithm
- image processing
- image processing and analysis
- medical image processing
- semi supervised learning
- image registration
- image segmentation
- loss function
- image analysis
- conditional random fields
- learning tasks
- learning problems
- imaging modalities
- magnetic resonance imaging
- classification models
- biomedical engineering
- remote sensing
- machine learning algorithms
- pattern recognition
- image guided surgery
- computer vision
- feature vectors
- classification accuracy
- pairwise
- object recognition
- data sets
- unsupervised learning