Advanced machine learning informatics modeling using clinical and radiological imaging metrics for characterizing breast tumor characteristics with the OncotypeDX gene array.
Michael A. JacobsChristopher UmbrichtVishwa S. ParekhRiham El KhouliLeslie CopeKatarzyna J. MacuraSusan C. HarveyAntonio C. WolffPublished in: CoRR (2018)
Keyphrases
- machine learning
- web intelligence
- image processing
- computer vision
- clinical applications
- microarray
- data driven approaches
- micro ct
- mathematical modeling
- image analysis
- high resolution
- medical imaging
- predictive modeling
- gene expression data
- computational intelligence
- information extraction
- gene expression
- evaluation metrics
- clinical data
- gene regulatory networks
- quality metrics
- natural language processing
- data analysis
- computer science
- decision trees
- small animal
- electronic patient record