How loss function affects multiclass Deeplab segmentation of abdominal organs MRI.
Pedro N. FurtadoPublished in: ICBBT (2021)
Keyphrases
- loss function
- multi class
- medical images
- abdominal organs
- pairwise
- hinge loss
- boosting algorithms
- magnetic resonance imaging
- computed tomography images
- medical imaging
- support vector
- logistic regression
- support vector machine
- binary classification
- cost sensitive
- ct scans
- computed tomography
- multiclass classification
- organ segmentation
- mr images
- segmentation algorithm
- computer tomography
- level set
- fully automatic
- multi class classification
- image segmentation
- binary classifiers
- regularization term
- reproducing kernel hilbert space
- pairwise constraints
- automatic segmentation
- base classifiers
- markov random field
- multi task
- risk minimization
- ct images
- energy function
- multi class boosting
- feature selection