Automated knowledge-based fuzzy models generation for weaning of patients receiving Ventricular Assist Device (VAD) therapy.
Markos G. TsipourasEvaggelos C. KarvounisAlexandros T. TzallasYorgos GoletsisDimitrios I. FotiadisStamatis AdamopoulosMaria Giovanna TrivellaPublished in: EMBC (2012)
Keyphrases
- fuzzy model
- myocardial infarction
- intensive care unit
- medical devices
- fuzzy modeling
- membership functions
- fuzzy systems
- input output
- fuzzy rules
- nonlinear systems
- fuzzy sets
- clinical trials
- takagi sugeno
- high risk
- fuzzy clustering
- rule base
- medical data
- therapy planning
- intensive care
- expert systems
- clinical data
- fuzzy controller
- information granules
- fuzzy inference
- medical doctors
- decision support system
- disease progression
- spinal cord injury
- blood pressure
- magnetic resonance images
- initial values
- information granulation
- fuzzy inference system
- fuzzy rule based systems
- radial basis function network
- neuro fuzzy
- fuzzy logic