Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data.
Nima TajbakhshYufei HuJunli CaoXingjian YanYi XiaoYong LuJianming LiangDemetri TerzopoulosXiaowei DingPublished in: ISBI (2019)
Keyphrases
- labeled data
- medical image analysis
- deep learning
- semi supervised learning
- unlabeled data
- semi supervised
- active learning
- medical images
- unsupervised learning
- deformable models
- text classification
- supervised learning
- training data
- transfer learning
- image registration
- medical imaging
- learning algorithm
- data points
- prior knowledge
- magnetic resonance images
- image analysis
- anatomical structures
- machine learning
- multi class
- training examples
- data sets
- information extraction
- training set
- reinforcement learning
- feature selection
- data mining