De-identification of clinical notes in French: towards a protocol for reference corpus development
A protocol for reference corpus development has been designed. De-identification tools can be adapted to a new corpus with limited custom data. Better pre-annotations increase reference quality but require more revision time. Clinical document de-identification for French achieves state-of-the-art performance.
confidentiality electronic health records france information dissemination natural language processing