This presentation demonstrates how AI in healthcare should enable clinicians to work smarter, not just faster — shifting the focus from efficiency alone to true workforce enablement and reduced cognitive burden. Neuroradiologists often face poor-quality 3D reconstructions they can’t rely on, with limited time to correct or retrain staff amid high turnover. Breaking this cycle requires AI that enhances quality, consistency, and trust — empowering clinicians rather than burdening them.
