Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling
This paper proposes a feature engineering approach and Takagi-Sugeno-based ensemble fuzzy models for predicting ICU readmissions on a daily basis.
Mixed Fuzzy Clustering for Misaligned Time Series
This paper proposes the use of mixed fuzzy clustering (MFC) algorithm to simultaneously cluster time variant and time invariant data.
Takagi-Sugeno fuzzy modeling using mixed fuzzy clustering
This paper proposes the use of mixed fuzzy clustering (MFC) algorithm to derive Takagi-Sugeno (TS) fuzzy models.
Mortality prediction of septic shock patients using probabilistic fuzzy systems
This paper proposes the use of probabilistic fuzzy systems (PFS) to predict mortality of septic shock patients.
Ensemble fuzzy models in personalized medicine: Application to vasopressors administration
This paper proposes ensemble fuzzy modeling for personalized medicine in the intensive care unit (ICU), in particular for the prediction of vasopressors administration.
Fuzzy Modeling to Predict Severely Depressed Left Ventricular Ejection Fraction following Admission to the Intensive Care Unit Using Clinical Physiology
This paper proposes fuzzy modeling for predicting severely impaired left ventricular ejection fraction (LVEF) using patient data routinely collected in the ICU.