Tech Tip #5 AI Overload

Artificial intelligence promised to simplify medical imaging—yet many clinicians now feel buried under more data, more alerts, and more decisions than ever. In this presentation, we break down the growing challenge of AI‑driven data overload in radiology and trauma imaging, and explore how it impacts workflow, accuracy, and patient care. Using real-world scenarios, modular frameworks, and clear visual storytelling, we examine: Why AI tools generate more data than traditional imaging workflows How alert fatigue and false positives can derail clinical focus The hidden cognitive load created by “helpful” automation Strategies for reclaiming clarity, prioritization, and autonomy in high‑volume environments Practical steps for integrating AI without overwhelming clinicians or compromising patient safety Whether you're a radiographer, educator, clinical director, or simply curious about the future of medical imaging, this session offers a grounded, scenario-driven look at the promises and pitfalls of AI in the reading room.