Unsupervised learning approach for predicting sepsis onset in ICU patients.
Guilherme RamosErida GjiniLuis CoelhoMargarida SilveiraPublished in: EMBC (2021)
Keyphrases
- unsupervised learning
- intensive care unit
- intensive care units
- initial stage
- clinical data
- intensive care
- supervised learning
- semi supervised
- decision support system
- medical data
- monitoring system
- deep learning
- medical staff
- patient data
- health care
- high risk
- text classification
- object recognition
- model selection
- medical knowledge
- cardiac surgery
- blood pressure
- neurological disorders
- deep architectures
- information systems
- patient records
- clinical trials
- domain experts
- knowledge discovery
- active learning
- feature selection