Dynamic-Pix2Pix: Medical image segmentation by injecting noise to cGAN for modeling input and target domain joint distributions with limited training data.
Mohammadreza NaderiNader KarimiAli EmamiShahram ShiraniShadrokh SamaviPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- medical image segmentation
- training data
- target domain
- marginal distributions
- domain adaptation
- joint distribution
- source domain
- labeled data
- medical images
- transfer learning
- cross domain
- input data
- test data
- medical image analysis
- labeled training data
- training samples
- multiple sources
- unlabeled data
- data sets
- maximum entropy
- domain specific
- sufficient training data
- curve evolution
- semi supervised learning
- knowledge transfer
- probability distribution
- training set
- class labels
- statistical shape model
- random variables
- test set
- training examples
- supervised learning
- data points
- high resolution
- reinforcement learning
- decision trees