Combining Gene Expression and Clinical Data to Increase Performance of Prognostic Breast Cancer Models.
Jana SilhaváPavel SmrzPublished in: ICAART (1) (2012)
Keyphrases
- breast cancer
- clinical data
- gene expression
- cancer patients
- microarray
- breast cancer patients
- early detection
- gene expression data
- survival analysis
- logistic regression
- medical data
- patient data
- computer aided diagnosis
- raw data
- statistical analysis
- survival data
- microarray data
- gene expression profiles
- machine learning
- domain experts
- knowledge discovery
- biological networks
- gene selection
- high dimensionality
- data analysis