Data-driven Discovery of a Sepsis Patients Severity Prediction in the ICU via Pre-training BiLSTM Networks.
Qing LiL. Frank HuangJiang ZhongLili LiQi LiJunhao HuPublished in: BIBM (2019)
Keyphrases
- data driven
- intensive care unit
- intensive care units
- clinical data
- initial stage
- post treatment
- prediction accuracy
- intensive care
- training set
- spinal cord injury
- social networks
- prediction model
- prediction error
- recurrent networks
- knowledge discovery
- training examples
- supervised learning
- outcome prediction
- neural network ensemble
- complex networks
- training process
- medical data
- learning algorithm
- data mining
- cardiac surgery
- prognostic models
- post operative
- echo state networks
- expert systems
- electronic medical record
- community discovery
- training samples