In healthcare, generative AI is transforming how medical professionals analyze data , summarize clinical notes , and generate insights to improve patient outcomes . From automating medical documentation to assisting in diagnostic reasoning , large language models (LLMs) have the potential to augment clinical workflows and accelerate research. However, these innovations also introduce significant privacy, security, and intellectual property challenges.