Introduction: A Data-Driven Shift in Public Health The public health landscape is changing rapidly as vast datasets—from electronic health records to wearables, imaging, and social media—inform decision‑making. This convergence of data science, AI, and multimodal data holds the promise of accelerating health improvements, yet it also risks widening disparities if equity is not embedded in…