Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks.
Sarah E. GerardJacob HerrmannDavid W. KaczkaJoseph M. ReinhardtPublished in: RAMBO+BIA+TIA@MICCAI (2018)
Keyphrases
- transfer learning
- coarse to fine
- convolutional network
- convolutional neural networks
- multiscale
- hierarchical segmentation
- deformable surface model
- hierarchical representation
- knowledge transfer
- image pyramid
- multiresolution
- labeled data
- object detection
- segmentation algorithm
- image segmentation
- image registration
- cross domain
- text categorization
- machine learning algorithms
- domain adaptation
- collaborative filtering
- learning algorithm
- semi supervised learning
- active learning
- active shape model
- dynamic programming
- multi task
- reinforcement learning
- transfer knowledge
- machine learning
- segmentation method
- text mining
- image processing
- text classification
- level set
- shape prior
- region growing
- data analysis