Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models.
Mohamed El AzzouziGouenou CoatrieuxReda BellafqiraDenis DelamarreChristine RiouNaima OubenaliSandie CabonMarc CuggiaGuillaume BouzilléPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- cost effective
- learning models
- electronic health records
- machine learning
- loss function
- learning tasks
- learning algorithm
- low cost
- cost effectiveness
- semi supervised learning
- machine learning algorithms
- clinical data
- learning problems
- clinical trials
- conditional random fields
- health care
- classification models
- active learning
- information retrieval
- real world