Convolutional and Recurrent Neural Networks for Early Detection of Sepsis Using Hourly Physiological Data from Patients in Intensive Care Unit.
Xin LiG. André NgFernando S. SchlindweinPublished in: CinC (2019)
Keyphrases
- early detection
- recurrent neural networks
- physiological data
- intensive care
- intensive care unit
- patient data
- health care
- decision support
- breast cancer
- neural network
- decision support system
- feed forward
- lung cancer
- artificial neural networks
- clinical data
- classification trees
- logistic regression
- loss function
- blood pressure
- data sources
- information systems