Interpretable AutoML Advancing Healthcare with Interpretable AutoML: A Framework for Reproducible Risk Prediction Explore a new log-driven AutoML framework for healthcare risk prediction, emphasizing reproducibility, interpretability, and pipeline optimization for challenging medical datasets.