Medical AI Transparency Platforms for Patient-Facing Algorithms

Medical AI Transparency Platforms for Patient-Facing Algorithms Let’s face it: artificial intelligence is no longer confined to the back office of healthcare systems. Today, patients interact with AI more often than they realize—whether through symptom checkers, AI-guided ultrasound tools, or triage bots embedded in hospital portals. But as these technologies grow, so does a fundamental question: Can patients trust what they don’t understand? That’s where Medical AI Transparency Platforms come in. These systems aim to illuminate the “black box” of AI so patients can clearly see how algorithmic decisions are made, who is responsible, and what it means for their care. In this article, we explore the types, features, and future of transparency tools—focusing especially on systems that interact directly with patients. Table of Contents Why Transparency in Medical AI Matters Types of Medical AI Transparency Platforms Key Features Patients Should See Regulat...