ICD Coding Explainability

Automated ICD-10 code prediction from clinical notes using medical LLMs + SHAP interpretability

How to use: Select a model and a clinical note, click Predict top-30, select an ICD code from the dropdown, then click Explain selected ICD (SHAP)

Model
Clinical note

Predictions

Top-30 ICD predictions

Clinical note (model input)

SHAP explanation

Select ICD code to explain