Multiple studies highlight the integration of artificial intelligence (AI) in healthcare and biomedical fields. Cleveland Clinic partnered with Dyania Health to accelerate clinical trial recruitment using AI-driven patient record analysis. Novel AI algorithms enhance the classification of lumbar disc degeneration and predict arterial blood pressure waveforms through photoplethysmography signals. Additionally, AI platforms support early kidney stone diagnosis and urban driving scene segmentation, underscoring AI’s expanding role in diagnostics, patient care optimization, and research acceleration across biomedical domains.