Training robust deep learning models for medical imaging tasks with spectral decoupling.
Joona PohjonenCarolin StürenbergAntti RannikkoTuomas MirttiEsa PitkänenPublished in: CoRR (2021)
Keyphrases
- medical imaging
- learning models
- medical images
- medical image processing
- image analysis
- x ray
- image registration
- image guided surgery
- image processing and analysis
- image processing
- image segmentation
- machine learning
- biomedical engineering
- anatomical structures
- remote sensing
- loss function
- machine learning algorithms
- learning tasks
- classification models
- imaging modalities
- computer vision
- learning problems
- semi supervised learning
- learning algorithm
- conditional random fields
- decision trees
- neural network
- training examples
- training set
- volumetric data