New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record.
Siru LiuJoseph J. SchlesingerAllison B. McCoyThomas J. ReeseBryan D. SteitzElise M. RussoBrian KohAdam WrightPublished in: J. Am. Medical Informatics Assoc. (2022)
Keyphrases
- recurrent neural networks
- long short term memory
- electronic health records
- machine learning
- feed forward
- neural network
- natural language processing
- clinical data
- health information systems
- artificial neural networks
- feature selection
- expert systems
- active learning
- knowledge acquisition
- medical data
- medical records
- database
- decision making
- information extraction
- artificial intelligence
- clinical trials
- learning algorithm