Multiple studies highlight AI’s transformative role in healthcare diagnostics. New AI models predict tumor microRNA expression in kidney cancer and pulmonary hemorrhage in preterm infants. Meanwhile, deep learning radiomics improve tongue cancer staging from MRI, and AI-driven lab-in-the-loop workflows accelerate drug discovery by integrating experimental data with predictive chemistry models. These advancements underline AI's growing impact in precision medicine and clinical decision-making.