Healthcare Machine Learning Feature Engineering Pipeline

Develop a sophisticated Python script that transforms raw medical spreadsheets into machine learning-ready datasets. Create automated feature engineering techniques that handle missing medical data, perform advanced statistical transformations, and generate interpretable feature importance reports. The pipeline must support multiple input formats, handle complex healthcare data structures, and provide scikit-learn compatible output.