Ompha Tshisikule

A Repeated-Evaluation Comparison of Traditional, Machine Learning, and Deep Learning Survival Models Across Static and Longitudinal Data

Survival analysis plays a central role in medical research. Although the Cox proportional hazards (CoxPH) model remains the standard approach, machine learning and deep learning methods have been increasingly adopted. However, many published comparisons have relied on a single tr...