Training deep cross-modality conversion models with a small amount of data and its application to MVCT to kVCT conversion.
Sho OzakiShizuo KajiKanabu NawaToshikazu ImaeAtsushi AokiTakahiro NakamotoTakeshi OhtaYuki NozawaHideomi YamashitaAkihiro HagaKeiichi NakagawaPublished in: CoRR (2021)
Keyphrases
- data sets
- accurate models
- prior knowledge
- data sources
- data quality
- small number
- statistical methods
- training data
- learned models
- data collection
- experimental data
- labelled data
- database
- historical data
- original data
- sensor data
- missing data
- statistical analysis
- end users
- high quality
- machine learning
- neural network
- training examples
- statistical models
- data warehouse
- complex data
- incomplete data
- data structure
- empirical data
- small fraction
- models built