An Explainable Transformer-Based Machine Learning Framework for Bilirubin-Derived Severity Classification of Hepatitis B: A Cross-Domain Validation Study
Background: Accurate and comprehensible severity evaluation is necessary for chronic hepatitis B (HBV), which continues to be a significant worldwide health concern. Complex nonlinear interactions among clinical biomarkers are frequently missed by conventional clinical ratings. Objective: Using a novel TabTransformer...