AIMC Topic: Data Anonymization

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De-identification of patient notes with recurrent neural networks.

Journal of the American Medical Informatics Association : JAMIA
OBJECTIVE: Patient notes in electronic health records (EHRs) may contain critical information for medical investigations. However, the vast majority of medical investigators can only access de-identified notes, in order to protect the confidentiality...

Recent Advances in Clinical Natural Language Processing in Support of Semantic Analysis.

Yearbook of medical informatics
OBJECTIVES: We present a review of recent advances in clinical Natural Language Processing (NLP), with a focus on semantic analysis and key subtasks that support such analysis.