The rapid expansion of digital healthcare technologies—including telemedicine applications, wearable sensors, and artificial intelligence—presents exciting opportunities to enhance user care. However, this evolution also introduces novel medical hazards that necessitate a robust liability mitigation framework. A proactive strategy to detecting