Use of self-organizing maps for the classification of cardiometabolic risk and physical fitness in adolescents

Use of self-organizing maps for the classification of cardiometabolic risk and physical fitness in adolescents

This study aimed to automatically classify physical fitness and cardiometabolic risk in a Chilean adolescent using self-organizing maps. This cross-sectional study analysed a nationally representative database from the Physical Education Quality Measurement System (n = 7197). Physical fitness and ca...

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Bibliographic Details
Main Authors:	Rodrigo Yáñez-Sepúlveda, Rodrigo Olivares, Camilo Ravelo, Guillermo Cortés-Roco, Juan Pablo Zavala-Crichton, Claudio Hinojosa-Torres, Josivaldo de Souza-Lima, Matías Monsalves-Álvarez, Tomás Reyes-Amigo, Juan Hurtado-Almonacid, Jacqueline Páez-Herrera, Sandra Mahecha-Matsudo, Jorge Olivares-Arancibia, Vicente Javier Clemente-Suárez
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2024-12-01
Series:	International Journal of Adolescence and Youth
Subjects:	Machine learning big data exercise health
Online Access:	https://www.tandfonline.com/doi/10.1080/02673843.2024.2417903
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