Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image Segmentation.
Michael YeungLeonardo RundoYang NanEvis SalaCarola-Bibiane SchönliebGuang YangPublished in: J. Digit. Imaging (2023)
Keyphrases
- image segmentation
- neural network
- pattern recognition
- neural network model
- artificial neural networks
- gray level
- fuzzy logic
- feed forward
- segmentation method
- back propagation
- neural nets
- network architecture
- image processing
- biomedical data
- self organizing maps
- network model
- region growing
- recurrent neural networks
- activation function
- texture segmentation
- segmented images
- unsupervised image segmentation
- machine learning
- genetic algorithm
- active contours
- graph cuts
- markov random field
- medical imaging
- information extraction
- image analysis
- energy functional
- biomedical literature
- image sequences
- multiscale
- level set method
- training process
- object segmentation
- segmentation algorithm
- deformable models