A semantic interoperability approach to support integration of gene expression and clinical data in breast cancer.
Raúl Alonso-CalvoSergio Paraiso-MedinaDavid Pérez-ReyEnrique Alonso-OsetRuud van StiphoutSheng YuMarian TaylorFrancesca BuffaCarlos Fernandez-LozanoAlejandro PazosVictor MaojoPublished in: Comput. Biol. Medicine (2017)
Keyphrases
- gene expression
- breast cancer
- clinical data
- cancer patients
- semantic interoperability
- microarray
- gene expression data
- logistic regression
- microarray data
- early detection
- computer aided diagnosis
- medical data
- raw data
- metadata
- knowledge discovery
- survival analysis
- high throughput
- cancer classification
- treatment planning
- decision support
- gene ontology
- information retrieval
- genomic data
- machine learning
- binding sites
- gene selection
- database
- support vector
- prior knowledge
- domain knowledge
- general purpose