Cybersecurity threats targeting hospital networks are ever changing and evolving. Margin Research seeks to develop an automated framework for targeted threat assessments of hospitals that is grounded in program analysis of hospital software, threat actor activities from other sectors that may be relevant to health care, and considers the use of novel attack methods before they manifest. Hospitals can then leverage these unique data-driven threat assessments to make informed decisions in how to better protect their networks from attacks.