Cargando…

Machine learning algorithms for predicting undernutrition among under-five children in Ethiopia

OBJECTIVE: Child undernutrition is a global public health problem with serious implications. In this study, we estimate predictive algorithms for the determinants of childhood stunting by using various machine learning (ML) algorithms. DESIGN: This study draws on data from the Ethiopian Demographic...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bitew, Fikrewold H, Sparks, Corey S, Nyarko, Samuel H
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Cambridge University Press 2022
Materias:	Research Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8883776/ https://www.ncbi.nlm.nih.gov/pubmed/34620263 http://dx.doi.org/10.1017/S1368980021004262

Ejemplares similares

Spatiotemporal Variations and Determinants of Under-Five Stunting in Ethiopia
por: Bitew, Fikrewold H., et al.
Publicado: (2023)

Modern contraceptive use and intention to use: implication for under-five mortality in Ethiopia
por: Bitew, Fikrewold, et al.
Publicado: (2019)

Machine Learning Algorithms for Predicting Stunting among Under-Five Children in Papua New Guinea
por: Shen, Hao, et al.
Publicado: (2023)

A machine learning classifier approach for identifying the determinants of under-five child undernutrition in Ethiopian administrative zones
por: Fenta, Haile Mekonnen, et al.
Publicado: (2021)

The epidemiology of undernutrition and its determinants in children under five years in Ghana
por: Boah, Michael, et al.
Publicado: (2019)

Level of Undernutrition and Its Determinants Among Children Aged 12–59 Months in Wolaita District, Ethiopia
por: Workie, Shimelash Bitew, et al.
Publicado: (2020)

Undernutrition and Associated Factors among Under-Five Orphan Children in Addis Ababa, Ethiopia, 2020: A Cross-Sectional Study
por: Sewnet, Selam Shegaw, et al.
Publicado: (2021)

Machine Learning Algorithms for understanding the determinants of under-five Mortality
por: Saroj, Rakesh Kumar, et al.
Publicado: (2022)

Determinants of undernutrition among young children in Ethiopia
por: Sahiledengle, Biniyam, et al.
Publicado: (2022)

Prevalence and factors associated with undernutrition among children under the age of five years in Benin
por: Addo, Isaac Yeboah, et al.
Publicado: (2023)

Seasonal variation in the prevalence of acute undernutrition among children under five years of age in east rural Ethiopia: a longitudinal study
por: Egata, Gudina, et al.
Publicado: (2013)

Sociodemographic Determinants of Malaria among Under-Five Children in Ghana
por: Nyarko, Samuel Harrenson, et al.
Publicado: (2014)

Socioeconomic factors associated with diarrheal diseases among under-five children of the nomadic population in northeast Ethiopia
por: Woldu, Wondwoson, et al.
Publicado: (2016)

Prevalence and associated factors of chronic undernutrition among under five children in Adama town, Central Ethiopia: a cross-sectional study design
por: Mekonen, Jalane, et al.
Publicado: (2019)

Small Area Estimation of Undernutrition under Age Five Children Based on Spatial-Temporal Models
por: Yilema, Seyifemickael Amare, et al.
Publicado: (2022)

Trends in undernutrition mortality among children under five years of age and adults over 60
por: Uribe-Quintero, Roxanna, et al.
Publicado: (2022)

Associated risk factors of underweight among under-five children in Ethiopia using multilevel ordinal logistic regression model
por: Birhan, Nigussie Adam, et al.
Publicado: (2021)

Machine learning algorithms for predicting low birth weight in Ethiopia
por: Bekele, Wondesen Teshome
Publicado: (2022)

Risk factors for undernutrition in under-five children living in a migrant populated area of South Delhi
por: Dabar, Deepti, et al.
Publicado: (2020)

Determinants of mortality among under-five children admitted with severe acute malnutrition in Addis Ababa, Ethiopia
por: Bitew, Zebenay Workneh, et al.
Publicado: (2021)

Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia
por: Wagnew, Fasil, et al.
Publicado: (2023)

Determinants of coexisting forms of undernutrition among under‐five children: Evidence from the Bangladesh demographic and health surveys
por: Sumon, Imran Hossain, et al.
Publicado: (2023)

Factors Affecting Unmet Need for Family Planning in Southern Nations, Nationalities and Peoples Region, Ethiopia
por: Hailemariam, Assefa, et al.
Publicado: (2011)

Determinants of undernutrition among children under-five years old in southern Ethiopia: does pregnancy intention matter? A community-based unmatched case-control study
por: Shaka, Mohammed Feyisso, et al.
Publicado: (2020)

Performance of Machine Learning Classifiers in Classifying Stunting among Under-Five Children in Zambia
por: Chilyabanyama, Obvious Nchimunya, et al.
Publicado: (2022)

A study to assess undernutrition and its sociodemographic correlates in under-five children in urban and rural areas of Rishikesh, Uttarakhand
por: Rehan, Abu, et al.
Publicado: (2020)

Socioeconomic inequalities in hidden hunger, undernutrition, and overweight among under-five children in 35 sub-Saharan Africa countries
por: Ekholuenetale, Michael, et al.
Publicado: (2020)

Pooled prevalence and associated factors of chronic undernutrition among under-five children in East Africa: A multilevel analysis
por: Tesema, Getayeneh Antehunegn, et al.
Publicado: (2021)

Undernutrition in Refugee Children
por: Krishnamani, Pavitra
Publicado: (2016)

The relationship of undernutrition/psychosocial factors and developmental outcomes of children in extreme poverty in Ethiopia
por: Worku, Berhanu Nigussie, et al.
Publicado: (2018)

Drought, conflict and children’s undernutrition in Ethiopia 2000–2013: a meta-analysis
por: Delbiso, Tefera Darge, et al.
Publicado: (2017)

The prevalence and root causes of delay in seeking healthcare among mothers of under five children with pneumonia in hospitals of Bahir Dar city, North West Ethiopia
por: Bantie, Getasew Mulat, et al.
Publicado: (2019)

Predictors for time to recovery from sever acute malnutrition among under-five children admitted to therapeutic feeding unit at Dubti referral hospital, Afar region, Ethiopia
por: Tegegne, Awoke Seyoum, et al.
Publicado: (2021)

Maternal undernutrition as proxy indicators of their offspring’s undernutrition: evidence from 2011 Ethiopia demographic and health survey
por: Farah, Alinoor Mohamed, et al.
Publicado: (2019)

Serum phosphate and magnesium in children recovering from severe acute undernutrition in Ethiopia: an observational study
por: Hother, Anne-Louise, et al.
Publicado: (2016)

Prevalence and associated factors of undernutrition among under-five children from model and non-model households in east Gojjam zone, Northwest Ethiopia: a comparative cross-sectional study
por: Zeray, Abrehet, et al.
Publicado: (2019)

Women’s decision-making power and undernutrition in their children under age five in the Democratic Republic of the Congo: A cross-sectional study
por: McKenna, Caroline G., et al.
Publicado: (2019)

Undernutrition among under-five indigenous Mbororo children in the Foumban and Galim health districts of Cameroon: a cross-sectional study
por: Manjong, Florence Titu, et al.
Publicado: (2021)

Readiness of Mozambique Health Facilities to Address Undernutrition and Diarrhea in Children under Five: Indicators from 2018 and 2021 Survey Data
por: Sambo, Júlia, et al.
Publicado: (2022)

Public Health Implications of Wasting and Stunting Relationship in Children under Five Years Highly Vulnerable to Undernutrition in Guatemala: The REDAC Study
por: López-Ejeda, Noemí, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_4b9h1e6n1t1d989s872h86vsf0