Medical Research Data Sharing Compliance Validation Tool

Build a Python validation framework that automatically checks research data sharing agreements against institutional and governmental compliance standards. Utilize natural language processing to parse legal documents, extract key compliance clauses, and generate risk assessments. Integrate machine learning models to predict potential compliance violations and provide recommendations for legal document modifications.