Natural Language Processing (NLP) using Convolutional Neural Networks (NN) to Classify Patient Care Events.
Kyle J. ThompsonMichael JohnsonDanelle HigginsPoonam SharmaBrittany L. Anderson-MontoyaPublished in: AMIA (2020)
Keyphrases
- natural language processing
- convolutional neural networks
- patient care
- health care
- free text
- clinical guidelines
- medical data
- convolutional network
- information extraction
- natural language
- computational linguistics
- text mining
- artificial intelligence
- clinical trials
- machine learning
- monitoring system
- knowledge representation
- wordnet
- machine translation
- text summarization
- temporal information
- electronic health records
- field of natural language processing
- medical knowledge
- knowledge based systems
- naacl hlt