⊥-loss: A symmetric loss function for magnetic resonance imaging reconstruction and image registration with deep learning.
Maarten L. TerpstraMatteo MasperoAlessandro SbrizziCornelis A. T. van den BergPublished in: Medical Image Anal. (2022)
Keyphrases
- loss function
- magnetic resonance imaging
- deep learning
- image registration
- medical imaging
- positron emission tomography
- convex loss functions
- mri data
- medical images
- magnetic resonance images
- support vector
- pairwise
- unsupervised learning
- machine learning
- mental models
- regularization term
- image reconstruction
- three dimensional
- weakly supervised
- high resolution
- image segmentation
- reproducing kernel hilbert space
- image processing
- computer vision
- x ray
- data sets
- text classification
- training set