When AI Edits a Retinal Scan, Does It Change the Patient? Measuring Identity in the Digital Eye

In the rapidly evolving landscape of artificial intelligence, generative models—the algorithms capable of creating entirely new, highly realistic images from mere text prompts—are revolutionizing many fields. In medicine, the potential is staggering. Imagine instantly visualizing how a patient’s retinal health might look if a specific condition were abs…