Overcoming data scarcity in radiomics/radiogenomics using synthetic radiomic features.
Milad AhmadianZuhir BodalalHedda J. van der HulstConchita VensLuc H. E. KarssemakersNino BogveradzeFrancesca CastagnoliFederica LandolfiEun Kyoung HongNicolo GennaroAndrea Delli PizziRegina G. H. Beets-TanMichiel W. M. van den BrekelJonas A. CastelijnsPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- data sets
- database
- prior knowledge
- synthetic data
- data processing
- image data
- data points
- original data
- data structure
- data quality
- data analysis
- complex data
- data collection
- data objects
- temporal information
- experimental data
- multiple types
- high dimensional data
- statistical analysis
- small number
- xml documents
- relational databases
- feature space
- feature extraction
- database systems