Application of Explainable Artificial Intelligence for personalized childhood weight management using IoT data

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Jaemin Jeong, Ji-Hoon Jeong, Gee-Myung Moon, Young-Duk Seo, Euijong Lee

Published: 2025, Last Modified: 27 Jan 2026Comput. Biol. Medicine 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•An AI-based healthcare framework is proposed to predict weight changes in an IoT environment.•Explainable AI identifies key weight factors for personalized recommendations.•Synthetic data generation addresses class imbalance, improving model accuracy.