Adaptive feature aggregation based multi-task learning for uncertainty-guided semi-supervised medical image segmentation.
Jun LyuBin SuiChengyan WangQi DouJing QinPublished in: Expert Syst. Appl. (2023)
Keyphrases
- medical image segmentation
- multi task learning
- semi supervised
- multitask learning
- multi task
- medical images
- learning tasks
- curve evolution
- semi supervised learning
- gaussian processes
- learning problems
- level set method
- transfer learning
- medical image analysis
- active learning
- supervised learning
- metric learning
- high order
- labeled data
- theoretical analysis
- feature vectors
- image segmentation
- pairwise
- learning models
- unlabeled data
- multi view
- image features
- medical imaging
- active contours
- generative model
- level set
- statistical shape model
- graph cuts
- particle filter
- multi class