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Platforms like GLP-1 tracking apps centralize injection schedules, hydration, and protein targets, side-effect timelines, and trend visuals, turning fragmented notes into actionable patterns and reducing the time clinicians need to determine whether hunger shifts are medication- or lifestyle-driven
The availability of both injectable and oral formulations of semaglutide has further enhanced its market penetration and patient preference
Funding This work was supported by the Grants from the National Natural Science Foundation of China (31271445 and 31771582), the Natural Science Foundation of Guangdong Province of China (2025A1515012547), the Thousand, Hundred, and Ten Project of the Department of Education of Guangdong Province of China, the Yang Fan Project of Guangdong Province of China, and the Shantou Medical Health Science and Technology Plan (200624165260857)
Klinic, focusing on telehealth and chronic weight management, prescribes medications specifically for those purposes
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