Machine learning models to predict childhood and adolescent obesity: a review

G Colmenarejo - Nutrients, 2020 - mdpi.com
The prevalence of childhood and adolescence overweight an obesity is raising at an
alarming rate in many countries. This poses a serious threat to the current and near-future …

Prediction models for children/adolescents with obesity/overweight: A systematic review and meta-analysis

H Gou, H Song, Z Tian, Y Liu - Preventive Medicine, 2023 - Elsevier
The incidence of obesity and overweight in children and adolescents is increasing
worldwide and becomes a global health concern. This study aims to evaluate the accuracy …

Identifying key determinants of childhood obesity: a narrative review of machine learning studies

MN LeCroy, RS Kim, J Stevens, DB Hanna… - Childhood …, 2021 - liebertpub.com
Machine learning is a class of algorithms able to handle a large number of predictors with
potentially nonlinear relationships. By applying machine learning to obesity, researchers …

A survey on machine and deep learning models for childhood and adolescent obesity

H Siddiqui, A Rattani, NK Woods, L Cure… - IEEE …, 2021 - ieeexplore.ieee.org
Childhood and adolescent obesity is a serious health problem that is on the rise at the
global level. Earlier, certain diseases such as Type 2 diabetes, high blood pressure, and …

PRMT: predicting risk factor of obesity among middle-aged people using data mining techniques

R Hossain, SMH Mahmud, MA Hossin… - Procedia computer …, 2018 - Elsevier
Obesity is an anatomical condition characterized by an extreme growth of body fat. The
obesity rate is increasing gradually; from prior research, obesity is the serious health …

Classification and features selection method for obesity level prediction

D Molina Estren, AK De la Hoz Manotas… - 2021 - repositorio.cuc.edu.co
Obesity has become one of the world's largest health issues, rich and poor countries, without
exception, have each year larger populations with this condition. Obesity and overweight are …

Characteristics and causes of malnutrition across Indian states: a cluster analysis based on Indian demographic and health survey data

NA Anilkumar, D Gupta, S Khare… - … on Advances in …, 2017 - ieeexplore.ieee.org
Good nutrition is an essential component of life. Undernutrition is the root cause of death of
over 3.5 million children under the age of five in India. To address this issue of malnutrition …

Utilizing the Data Mining Techniques for Obesity Prognosis Based on Eating and Lifestyle Routines of Adolescents and Adults

P Vineetha Sankar, K Sreekumar - Advanced Computing and Intelligent …, 2022 - Springer
Since 1980, obesity has increasingly become a global health issue—it is increasingly
prevalent among children with serious implications for their health and their later well-being …

Sistema Para la Predicción de Obesidad en la Adolescencia Utilizando Técnicas de Minería de Datos

MA Ticona Sucari - 2018 - repositorio.ucsm.edu.pe
El proyecto consiste en analizar, diseñar e implementar un software que utilice un modelo
de minería de datos, hecho en base a información recolectada de diversos colegios en el …

[PDF][PDF] DETERMINANTES DO SOBREPESO E OBESIDADE ENTRE HOMENS E MULHERES NO CEARÁ

NC de França, JMS de França, DA de França - ipece.ce.gov.br
Sobrepeso e obesidade têm se tornado uma epidemia mundial ao longo dos últimos anos,
configurando sério problema de saúde. Neste sentido, o presente estudo tem como objetivo …