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: CoRR (2019)
Keyphrases
- labeled data
- medical image analysis
- deep learning
- unlabeled data
- semi supervised
- active learning
- semi supervised learning
- unsupervised learning
- transfer learning
- deformable models
- training data
- medical images
- supervised learning
- image registration
- medical imaging
- data points
- anatomical structures
- text classification
- image analysis
- prior knowledge
- learning algorithm
- data sets
- machine learning
- x ray
- pairwise
- training set
- object recognition
- computer vision
- neural network