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Empowering digital health management with on-device large language models for glucose prediction: a model development and validation study

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Background: Long-term management of chronic diseases such as diabetes is increasingly based on wearable technologies, particularly continuous glucose monitoring (CGM), integrated with smartphone-based digital health systems. When... ...