Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty.
Amelia Jiménez-SánchezDiana MateusSonja KirchhoffChlodwig KirchhoffPeter BiberthalerNassir NavabMiguel Ángel González BallesterGemma PiellaPublished in: CoRR (2020)
Keyphrases
- prior knowledge
- medical image analysis
- data sets
- image data
- prior domain knowledge
- background knowledge
- training data
- pattern recognition
- deformable models
- metadata
- primary school
- elementary school
- prior information
- data points
- data sources
- active learning
- learning process
- image registration
- uncertain data
- cooperative learning