Ing. MUDr. Lubomír Štěpánek, Ph.D.

Enhancing random forest models for survival analysis: Novel methodologies and applications in statistical inference

A machine-learning and other alternative approaches to statistical inference and rare events prediction in survival analysis

Prediction and visualization of causes-of-deaths seasonality and death excess rates using machine-learning approaches

A machine-learning and other non-conventional approaches to survival time-event predicting: an innovation of established methodology and application to rare events of various provenience