openalexZenodo (CERN European Organization for Nuclear Research)2026-07-23
Explainable AI-Based Diabetes Risk Prediction with Multi-Level User-Oriented Explanations: A Novel Communication Framework
While machine learning models achieve promising results in diabetes prediction, clinical adoption remains limited due to black-box nature and lack of stakeholder-specific communication. This study proposes a novel multi-level explanation framework that translates a single XGBoost…