Focusing on diagnostic innovations, this chapter illustrates how AI enhances accuracy and speed in identifying diseases. It covers AI in radiology (MRI, CT scans), pathology (digital slide analysis), cardiology, and genomics. By analyzing vast datasets, AI supports early detection, risk stratification, and personalized treatment. The chapter highlights the transformative impact of AI-powered diagnostics, especially in remote settings, while also noting the need for transparency and regulatory approval.