Artificial Intelligence and obesity: exploring the efficacy of NexGen prompt generator and AI chatbot in promoting weight loss in healthy obese adults / Rose Mylia Reezal ... [et al.].
Obesity management demands scalable and personalized approaches. This study evaluates a novel AI-driven framework, NExGEN-ChatGPT, integrating dietary and exercise guidance for obese adults. By analyzing pre-post outcomes and adherence patterns over three months, this research addresses gaps in cost...
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| Main Authors: | , , , , , , |
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| Format: | Book Section |
| Language: | en |
| Published: |
Universiti Teknologi MARA, Negeri Sembilan
2025
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| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/116263/1/116263.pdf https://ir.uitm.edu.my/id/eprint/116263/ |
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| Summary: | Obesity management demands scalable and personalized approaches. This study evaluates a novel AI-driven framework, NExGEN-ChatGPT, integrating dietary and exercise guidance for obese adults. By analyzing pre-post outcomes and adherence patterns over three months, this research addresses gaps in cost-effective, scalable, and personalized interventions compared to traditional methods. [1,2]. A one-group pre-post pilot design assessed NExGEN-ChatGPT feasibility in weight management. 44 obese adults (BMI: 27.5–32.4 kg·m-2) [3] from Universiti Teknologi MARA, Malaysia, participated. Dietary adherence was tracked via chat-logged food records analyzed with Nutritionist Pro™, while exercise adherence used metabolic equivalents from accelerometers. Eligibility ensured no severe medical conditions or recent weight loss. Adherence data were scored weekly for analysis. |
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