Medical imaging leads the current wave of AI adoption in healthcare. Practitioners are integrating these tools to improve diagnostic accuracy and patient outcomes. While the potential is high, success depends on seamless clinical workflow integration. This shift requires clinicians to balance automated insights with human oversight to ensure patient safety.