Obesity prediction method using growth stage and BMI index, and apparatus for providing solution
A neural network ensemble predicts obesity and provides personalized solutions by integrating multiple data sources, enhancing prediction accuracy and personalizing the solution delivery process.
WO2026135310A1PCT designated stage Publication Date: 2026-06-25GP CO LTD
Patent Information
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- GP CO LTD
- Filing Date
- 2025-12-18
- Publication Date
- 2026-06-25
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Figure KR2025022167_25062026_PF_FP_ABST
Abstract
An exemplary embodiment of the present invention provides a method for predicting obesity by synthesizing (ensemble) result values obtained by predicting obesity using different methods in order to improve accuracy of obesity prediction for children and adolescents. The obesity prediction method using a growth stage and a BMI index according to the present embodiment may comprise the steps of: receiving body information of a subject to be evaluated; generating a plurality of obesity prediction values by processing the input body information through different trained neural networks; and predicting obesity by comparing the plurality of obesity prediction values, wherein the plurality of obesity prediction values include a first obesity prediction value generated on the basis of weight and height information of the subject to be evaluated and a second obesity prediction value generated on the basis of information including growth stage information of the subject to be evaluated.
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