Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function.
Bianca Lassen-SchmidtAlessa HeringStefan KrassHans MeinePublished in: CoRR (2020)
Keyphrases
- automatic segmentation
- loss function
- manual segmentation
- segmentation algorithm
- automatically segmenting
- semi automatic segmentation
- empirical risk
- accurate segmentation
- pairwise
- logistic regression
- learning to rank
- risk minimization
- support vector
- ct data
- regularization term
- computed tomography images
- boosting algorithms
- boosting framework
- stochastic gradient descent
- reproducing kernel hilbert space
- feature selection
- intra subject
- graph cuts
- image processing
- solution path
- image segmentation
- image analysis