  With the continuous advancement of technology, artificial intelligence has
significantly impacted various fields, particularly healthcare. Generative
models, a key AI technology, have revolutionized medical image generation, data
analysis, and diagnosis. This article explores their application in intelligent
medical devices. Generative models enhance diagnostic speed and accuracy,
improving medical service quality and efficiency while reducing equipment
costs. These models show great promise in medical image generation, data
analysis, and diagnosis. Additionally, integrating generative models with IoT
technology facilitates real-time data analysis and predictions, offering
smarter healthcare services and aiding in telemedicine. Challenges include
computational demands, ethical concerns, and scenario-specific limitations.
