Deep Learning Framework for Advanced De-Identification of Protected Health Information

Deep Learning Framework for Advanced De-Identification of Protected Health Information

Electronic health records (EHRs) are widely used in healthcare institutions worldwide, containing vast amounts of unstructured textual data. However, the sensitive nature of Protected Health Information (PHI) embedded within these records presents significant privacy challenges, necessitating robust...

Full description

Saved in:
Bibliographic Details
Main Authors: Ahmad Aloqaily, Emad E. Abdallah, Rahaf Al-Zyoud, Esraa Abu Elsoud, Malak Al-Hassan, Alaa E. Abdallah
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Future Internet
Subjects:
protected health information
electronic health record
deep learning
de-identification
Bi-LSTM-CRF
Online Access:https://www.mdpi.com/1999-5903/17/1/47
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items