3D MRI Brain Tumour Segmentation with Autoencoder Regularization and Hausdorff Distance Loss Function.
Vladimir S. FonovPedro Rosa-NetoD. Louis CollinsPublished in: BrainLes@MICCAI (1) (2021)
Keyphrases
- loss function
- hausdorff distance
- reproducing kernel hilbert space
- regularization term
- risk minimization
- medical images
- convex loss functions
- solution path
- matching algorithm
- pairwise
- stochastic gradient descent
- distance measure
- logistic regression
- image segmentation
- shape matching
- segmentation algorithm
- support vector
- segmentation method
- level set
- region growing
- point sets
- binary images
- prior information
- high dimensional
- object recognition
- machine learning