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Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models

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Background: Electronic health records (EHRs) contain valuable information for clinical research; however, the sensitive nature of healthcare data presents security and confidentiality challenges. De-identification is therefore es... ...