Supervised machine learning algorithms for the classification of obesity levels using anthropometric indices derived from bioelectrical impedance analysis.
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| Title: | Supervised machine learning algorithms for the classification of obesity levels using anthropometric indices derived from bioelectrical impedance analysis. |
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| Authors: | Yáñez-Sepúlveda, Rodrigo1 (AUTHOR), Vásquez-Bonilla, Aldo2 (AUTHOR), Olivares, Rodrigo3 (AUTHOR), Olivares, Pablo3 (AUTHOR), Zavala-Crichton, Juan Pablo1 (AUTHOR), Hinojosa-Torres, Claudio1 (AUTHOR), Muñoz-Strale, Catalina1 (AUTHOR), Giakoni-Ramírez, Frano1 (AUTHOR), de Souza-Lima, Josivaldo1 (AUTHOR), Páez-Herrera, Jacqueline4 (AUTHOR), Olivares-Arancibia, Jorge5 (AUTHOR), Reyes-Amigo, Tomás6 (AUTHOR), Cortés-Roco, Guillermo7 (AUTHOR), Hurtado-Almonacid, Juan4 (AUTHOR), Guzmán-Muñoz, Eduardo8,9 (AUTHOR), Aguilera-Martínez, Nicole10 (AUTHOR), López-Gil, José Francisco11,12 (AUTHOR) josefranciscolopezgil@gmail.com, Becerra-Patiño, Boryi A.13 (AUTHOR), Paucar-Uribe, Juan David13 (AUTHOR), Garcia-Carrillo, Exal14,15 (AUTHOR) |
| Source: | Scientific Reports. 8/21/2025, Vol. 15 Issue 1, p1-12. 12p. |
| Database: | Academic Search Ultimate |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 187457977 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Supervised machine learning algorithms for the classification of obesity levels using anthropometric indices derived from bioelectrical impedance analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Yáñez-Sepúlveda%2C+Rodrigo%22">Yáñez-Sepúlveda, Rodrigo</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Vásquez-Bonilla%2C+Aldo%22">Vásquez-Bonilla, Aldo</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Olivares%2C+Rodrigo%22">Olivares, Rodrigo</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Olivares%2C+Pablo%22">Olivares, Pablo</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zavala-Crichton%2C+Juan+Pablo%22">Zavala-Crichton, Juan Pablo</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hinojosa-Torres%2C+Claudio%22">Hinojosa-Torres, Claudio</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Muñoz-Strale%2C+Catalina%22">Muñoz-Strale, Catalina</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Giakoni-Ramírez%2C+Frano%22">Giakoni-Ramírez, Frano</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22de+Souza-Lima%2C+Josivaldo%22">de Souza-Lima, Josivaldo</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Páez-Herrera%2C+Jacqueline%22">Páez-Herrera, Jacqueline</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Olivares-Arancibia%2C+Jorge%22">Olivares-Arancibia, Jorge</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Reyes-Amigo%2C+Tomás%22">Reyes-Amigo, Tomás</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cortés-Roco%2C+Guillermo%22">Cortés-Roco, Guillermo</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hurtado-Almonacid%2C+Juan%22">Hurtado-Almonacid, Juan</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Guzmán-Muñoz%2C+Eduardo%22">Guzmán-Muñoz, Eduardo</searchLink><relatesTo>8,9</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Aguilera-Martínez%2C+Nicole%22">Aguilera-Martínez, Nicole</searchLink><relatesTo>10</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22López-Gil%2C+José+Francisco%22">López-Gil, José Francisco</searchLink><relatesTo>11,12</relatesTo> (AUTHOR)<i> josefranciscolopezgil@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Becerra-Patiño%2C+Boryi+A%2E%22">Becerra-Patiño, Boryi A.</searchLink><relatesTo>13</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Paucar-Uribe%2C+Juan+David%22">Paucar-Uribe, Juan David</searchLink><relatesTo>13</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Garcia-Carrillo%2C+Exal%22">Garcia-Carrillo, Exal</searchLink><relatesTo>14,15</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 8/21/2025, Vol. 15 Issue 1, p1-12. 12p. |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-025-15264-6 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 12 StartPage: 1 Titles: – TitleFull: Supervised machine learning algorithms for the classification of obesity levels using anthropometric indices derived from bioelectrical impedance analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Yáñez-Sepúlveda, Rodrigo – PersonEntity: Name: NameFull: Vásquez-Bonilla, Aldo – PersonEntity: Name: NameFull: Olivares, Rodrigo – PersonEntity: Name: NameFull: Olivares, Pablo – PersonEntity: Name: NameFull: Zavala-Crichton, Juan Pablo – PersonEntity: Name: NameFull: Hinojosa-Torres, Claudio – PersonEntity: Name: NameFull: Muñoz-Strale, Catalina – PersonEntity: Name: NameFull: Giakoni-Ramírez, Frano – PersonEntity: Name: NameFull: de Souza-Lima, Josivaldo – PersonEntity: Name: NameFull: Páez-Herrera, Jacqueline – PersonEntity: Name: NameFull: Olivares-Arancibia, Jorge – PersonEntity: Name: NameFull: Reyes-Amigo, Tomás – PersonEntity: Name: NameFull: Cortés-Roco, Guillermo – PersonEntity: Name: NameFull: Hurtado-Almonacid, Juan – PersonEntity: Name: NameFull: Guzmán-Muñoz, Eduardo – PersonEntity: Name: NameFull: Aguilera-Martínez, Nicole – PersonEntity: Name: NameFull: López-Gil, José Francisco – PersonEntity: Name: NameFull: Becerra-Patiño, Boryi A. – PersonEntity: Name: NameFull: Paucar-Uribe, Juan David – PersonEntity: Name: NameFull: Garcia-Carrillo, Exal IsPartOfRelationships: – BibEntity: Dates: – D: 21 M: 08 Text: 8/21/2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 15 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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