LightGBM model for childhood stunting risk in Peru (ENDES 2007-2025)
Trained LightGBM model to prioritize children under five at risk of stunting in Peru, built with the ENDES survey 2007-2025 (304,271 children, 45 predictors). For prioritization, not diagnosis. No survey data are included.
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| Autores principales: | , , |
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| Formato: | Otro |
| Lenguaje: | inglés |
| Publicado: |
2026
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| Materias: | |
| Acceso en línea: | Enlace permanente (DOI o Handle) |
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| _version_ | 1881700534147088384 |
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| author | Abel Is-Boset Guevara Huasco Zulin Pamela Vallejos Cotrina Verónica Lisseth Vergara Rojas |
| author_browse | Abel Is-Boset Guevara Huasco Verónica Lisseth Vergara Rojas Zulin Pamela Vallejos Cotrina |
| author_facet | Abel Is-Boset Guevara Huasco Zulin Pamela Vallejos Cotrina Verónica Lisseth Vergara Rojas |
| author_sort | Abel Is-Boset Guevara Huasco |
| collection | Producción científica |
| description | Trained LightGBM model to prioritize children under five at risk of stunting in Peru, built with the ENDES survey 2007-2025 (304,271 children, 45 predictors). For prioritization, not diagnosis. No survey data are included. |
| format | Other |
| id | openalex:W7225230665 |
| institution | UPeU |
| language | English |
| publishDate | 2026 |
| publishDateRange | 2026 |
| publishDateSort | 2026 |
| record_format | dspace |
| spelling | openalex:W7225230665LightGBM model for childhood stunting risk in Peru (ENDES 2007-2025)Abel Is-Boset Guevara HuascoZulin Pamela Vallejos CotrinaVerónica Lisseth Vergara Rojaschild stuntingchild malnutritionrisk prioritizationchildren under fivePerurisk prediction modelLightGBMChild Nutrition and Water AccessPublic Health and NutritionArtificial Intelligence in HealthcareTrained LightGBM model to prioritize children under five at risk of stunting in Peru, built with the ENDES survey 2007-2025 (304,271 children, 45 predictors). For prioritization, not diagnosis. No survey data are included.Otherhttps://doi.org/10.5281/zenodo.23962362W7225230665enZenodo (CERN European Organization for Nuclear Research)2026-11-04 |
| spellingShingle | child stunting child malnutrition risk prioritization children under five Peru risk prediction model LightGBM Child Nutrition and Water Access Public Health and Nutrition Artificial Intelligence in Healthcare Abel Is-Boset Guevara Huasco Zulin Pamela Vallejos Cotrina Verónica Lisseth Vergara Rojas LightGBM model for childhood stunting risk in Peru (ENDES 2007-2025) |
| title | LightGBM model for childhood stunting risk in Peru (ENDES 2007-2025) |
| title_full | LightGBM model for childhood stunting risk in Peru (ENDES 2007-2025) |
| title_fullStr | LightGBM model for childhood stunting risk in Peru (ENDES 2007-2025) |
| title_full_unstemmed | LightGBM model for childhood stunting risk in Peru (ENDES 2007-2025) |
| title_short | LightGBM model for childhood stunting risk in Peru (ENDES 2007-2025) |
| title_sort | lightgbm model for childhood stunting risk in peru endes 2007 2025 |
| topic | child stunting child malnutrition risk prioritization children under five Peru risk prediction model LightGBM Child Nutrition and Water Access Public Health and Nutrition Artificial Intelligence in Healthcare |
| topic_facet | child stunting child malnutrition risk prioritization children under five Peru risk prediction model LightGBM Child Nutrition and Water Access Public Health and Nutrition Artificial Intelligence in Healthcare |
| url | https://doi.org/10.5281/zenodo.23962362 |
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