Open access
Sep 2026
Lightweight structure-aware explanations for rule-based models: application to radiotherapy risk communication in breast cancer
Rule-based models are often considered inherently interpretable because their explicit logical structure allows users to trace predictions back to human-readable rules. However, in complex domains such as healthcare, multiple rules involving numerous attributes may be activated simultaneously, making it difficult f...
A. Umbrico, G. Bologna, L. Coraci et al.
· Frontiers in Digital Health · 0 citations