Integrated image-based deep learning and language models for primary diabetes care

Topics

DeepDR-LLM · DeepDR-Transformer · Diabetic retinopathy screening · Deep learning-based image classification · large language model · primary care physicians · individualized diabetes management recommendations · Diabetic retinopathy screening · AI diagnostic accuracy · diabetes self-management adherence · DR referral adherence · Real-world evidence · Retrospective study · English-Chinese language performance comparison · endocrinology residents benchmark · low-resource setting healthcare · empathy in clinical recommendations · newly diagnosed diabetes patients · digital health solution · human-AI collaboration in healthcare