Can Segmentation Models Be Trained with Fully Synthetically Generated Data?
Virginia FernandezWalter Hugo Lopez PinayaPedro BorgesPetru-Daniel TudosiuMark S. GrahamTom VercauterenM. Jorge CardosoPublished in: SASHIMI@MICCAI (2022)
Keyphrases
- data sets
- experimental data
- data quality
- image data
- synthetic data
- data collection
- database
- knowledge discovery
- data points
- prior knowledge
- training data
- data sources
- artificial neural networks
- volume data
- data analysis
- level set
- accurate models
- image segmentation
- prior information
- high quality
- image segmentations
- subject specific
- learning models
- bayesian framework
- missing data
- statistical analysis
- data structure
- training set
- end users
- data model