Natural Language Processing with Deep Learning for Medical Adverse Event Detection from Free-Text Medical Narratives: A Case Study of Detecting Total Hip Replacement Dislocation.
Alireza BorjaliMartin MagneliDavid ShinHenrik MalchauOrhun K. MuratogluKartik M. VaradarajanPublished in: CoRR (2020)
Keyphrases
- free text
- event detection
- natural language processing
- medical records
- deep learning
- information extraction
- clinical guidelines
- structured data
- machine learning
- total hip replacement
- video surveillance
- unsupervised learning
- semi structured
- artificial intelligence
- dimensionality reduction
- natural language
- text mining
- higher order
- text classification
- health care
- activity recognition
- social media
- medical data
- training data
- learning algorithm
- data sets