Closing the Gap Between Deep Neural Network Modeling and Biomedical Decision-Making Metrics in Segmentation via Adaptive Loss Functions.
Hyunseok SeoMaxime BassenneLei XingPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- loss function
- neural network
- decision making
- squared error
- loss minimization
- support vector
- pairwise
- segmentation algorithm
- learning to rank
- image segmentation
- risk minimization
- logistic regression
- back propagation
- evaluation metrics
- medical images
- text mining
- reproducing kernel hilbert space
- artificial neural networks
- hinge loss
- boosting algorithms
- similarity measure
- update rules
- information retrieval