Shasha Lin

Interpretable multi-label prediction of institution-defined IgA nephropathy clinical patterns using routine cross-sectional clinical and laboratory data

IgA nephropathy (IgAN) clinical heterogeneity leads to inconsistent documentation of multiple, institution-specific pattern labels, creating an imbalanced multi-label phenotyping challenge. We developed an interpretable hybrid model, the Bidirectional Long Short-Term Memory-Convo...