Deep Learning Architecture for Patient Data De-identification in Clinical Records.
Shweta YadavAsif EkbalSriparna SahaPushpak BhattacharyyaPublished in: ClinicalNLP@COLING 2016 (2016)
Keyphrases
- patient data
- deep learning
- medical records
- clinical data
- medical data
- electronic medical record
- unsupervised learning
- intraoperative
- intensive care
- health information systems
- unsupervised feature learning
- machine learning
- clinical guidelines
- healthy volunteers
- weakly supervised
- medical doctors
- healthcare providers
- electronic health records
- mental models
- x ray
- supervised learning
- knowledge representation
- learning algorithm
- real world