Uncertainty Quantified Deep Learning for Predicting Dice Coefficient of Digital Histopathology Image Segmentation.
Sambuddha GhosalAudrey XiePratik ShahPublished in: CoRR (2021)
Keyphrases
- deep learning
- image segmentation
- unsupervised learning
- machine learning
- unsupervised feature learning
- mental models
- graph cuts
- markov random field
- restricted boltzmann machine
- multiscale
- deep architectures
- expectation maximization
- image processing
- segmentation method
- deformable models
- level set
- active contours
- object segmentation
- pattern recognition
- computer vision
- weakly supervised
- shape prior
- object recognition
- learning algorithm