Importance of variables from different time frames for predicting self-harm using health system data

CJ Wolock, BD Williamson, SM Shortreed… - Journal of Biomedical …, 2024 - Elsevier
Objective: Self-harm risk prediction models developed using health system data (electronic
health records and insurance claims information) often use patient information from up to …

Targeted Learning for Variable Importance

X Wang, Y Zhou, G Hooker - arXiv preprint arXiv:2411.02221, 2024 - arxiv.org
Variable importance is one of the most widely used measures for interpreting machine
learning with significant interest from both statistics and machine learning communities …