Radiomics-based differentiation of lung disease models generated by polluted air based on X-ray computed tomography data.
Krisztián SzigetiTibor SzabóCsaba KoromIlona CzibakIldikó HorváthDániel S. VeresZoltán GyöngyiKinga KarlingerRalf BergmannMárta PócsikFerenc BudánDomokos MáthéPublished in: BMC Medical Imaging (2016)
Keyphrases
- data sets
- historical data
- data analysis
- data collection
- raw data
- experimental data
- statistical analysis
- accurate models
- learning models
- data quality
- statistical methods
- missing data
- computer systems
- data processing
- input data
- small number
- image data
- databases
- data points
- prior knowledge
- database
- image quality
- incomplete data
- database systems
- bayesian networks
- original data
- data structure
- data distribution
- knowledge discovery
- synthetic data
- high dimensional data
- model selection