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Supervised machine learning algorithms for the classification of obesity levels using anthropometric indices derived from bioelectrical impedance analysis

Crossref DOI link: https://doi.org/10.1038/s41598-025-15264-6

Published Online: 2025-08-21

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Yáñez-Sepúlveda, Rodrigo

Vásquez-Bonilla, Aldo

Olivares, Rodrigo

Olivares, Pablo

Zavala-Crichton, Juan Pablo

Hinojosa-Torres, Claudio

Muñoz-Strale, Catalina

Giakoni-Ramírez, Frano

de Souza-Lima, Josivaldo

Páez-Herrera, Jacqueline

Olivares-Arancibia, Jorge

Reyes-Amigo, Tomás

Cortés-Roco, Guillermo

Hurtado-Almonacid, Juan

Guzmán-Muñoz, Eduardo

Aguilera-Martínez, Nicole

López-Gil, José Francisco

Becerra-Patiño, Boryi A.

Paucar-Uribe, Juan David

Garcia-Carrillo, Exal

Clemente-Suárez, Vicente Javier
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Text and Data Mining valid from 2025-08-21

Version of Record valid from 2025-08-21
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Article History

Received: 4 June 2025

Accepted: 6 August 2025

First Online: 21 August 2025

Declarations

:

: The authors declare no competing interests.

: All authors have agreed to the publication of this manuscript.

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