From free-text electronic health records to structured cohorts: Onconum, an innovative methodology for real-world data mining in breast cancer.
Antoine SimoulinNicolas ThiebautKarl NeubergerIssam IbnouhseinNicolas J.-B. BrunelRaphaël VinéNicolas BousquetJules LatapyNathalie ReixSébastien MolièreMassimo LodiCarole MathelinPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- breast cancer
- free text
- electronic health records
- medical records
- data mining
- real world
- structured data
- information extraction
- medical data
- data mining and statistical
- logistic regression
- semi structured
- natural language processing
- health data
- clinical data
- data mining algorithms
- knowledge discovery
- data mining techniques
- association rules
- data sets
- breast cancer patients
- machine learning
- decision making
- sensitive information
- data analysis
- active learning
- health care
- database
- clinical trials
- text mining