Classification

Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results

Cost Sensitive Time-series Classification

Structured Feature Selection Using Coordinate Descent Optimization

False Alarm Suppression in Early Prediction of Cardiac Arrhythmia

Patient--Specific Early Classification of Multivariate Observations

Utilizing Temporal Patterns For Estimating Uncertainty In Interpretable Early Decision Making

A Data-Driven Model for Optimizing Therapy Duration for Septic Patients

Extraction Of Interpretable Multivariate Patterns For Early Diagnostics

Early Diagnosis And Its Benefits In Sepsis Blood Purification Treatment

Interpretable Early Classification Of Multivariate Time Series