AToP: An Explainability Framework for Transformer-Based EHR Predictions Using Attribution-Guided Temporal Pattern Mining
Objective: To develop and evaluate AToP (Attribution to Temporal Patterns), a post-hoc explainability framework that converts per-token Integrated Gradient