Develop an AI-based solution that automates Boolean query generation for healthcare applications. This system will leverage natural language processing (NLP) and AI techniques to create precise and contextually relevant queries that can:
Retrieve research studies or clinical trial data related to specific topics.
Filter medical records by patient symptoms or conditions.
Identify drug interactions or adverse events for specific treatments.
Access diagnostic data based on combinations of symptoms and lab results.