Data reduction and data visualization for automatic diagnosis using gene expression and clinical data.
Pierangela BrunoFrancesco CalimeriAlexandre Sébastien KitanidisElena De MomiPublished in: Artif. Intell. Medicine (2020)
Keyphrases
- data reduction
- clinical data
- data visualization
- gene expression
- knowledge discovery
- data analysis
- microarray
- data mining
- spect images
- gene expression data
- microarray data
- patient data
- association rules
- databases
- high dimensionality
- gene expression profiles
- medical data
- raw data
- text mining
- statistical analysis
- gene selection
- machine learning
- data mining techniques
- early detection
- information retrieval
- preprocessing
- prior knowledge
- high throughput
- model selection
- computer vision
- feature selection
- training data
- pattern recognition
- domain experts
- cancer classification
- data management