Style-transfer counterfactual explanations: An application to mortality prevention of ICU patients.
Zhendong WangIsak SamstenVasiliki KougiaPanagiotis PapapetrouPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- intensive care unit
- intensive care
- intensive care units
- decision support system
- clinical data
- medical data
- medical staff
- high risk
- cardiac surgery
- blood pressure
- patient outcomes
- patient data
- health care
- early diagnosis
- heart rate
- decision support
- prognostic models
- septic shock
- domain theory
- knowledge transfer
- logical framework
- transfer learning
- information systems
- medical knowledge
- early warning
- early stage
- data mining