Jarif Ul Alam. Artificial Intelligence Driven Explainable Machine Learning for High-Stakes Decision Support: SHAP Interpretability and Robustness Testing in Healthcare and Finance. AJATES. 2026;6(01):332-368. doi:10.63125/mv67zd78