Author

Tirualem Zeleke Yehuala

Observed institution: University of Gondar

ORCID: 0009-0007-3909-8825

Observed ORCID: 0009-0007-3909-8825

OpenAlex ID: A5095780559

Predicting car accident severity in Northwest Ethiopia: a machine learning approach leveraging driver, environmental, and road conditions

2025 · Abraham Keffale Mengistu, Andualem Enyew Gedefaw, et al. · Scientific Reports · 22

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Machine learning algorithms to predict healthcare-seeking behaviors of mothers for acute respiratory infections and their determinants among children under five in sub-Saharan Africa

2024 · Tirualem Zeleke Yehuala, Muluken Chanie Agimas, et al. · Frontiers in Public Health · 17

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Geographical variation in hotspots of stunting among under-five children in Ethiopia: A geographically weighted regression and multilevel robust Poisson regression analysis

2024 · Beminate Lemma Seifu, Getayeneh Antehunegn Tesema, et al. · PLoS ONE · 17

Healthcare-Seeking behavior for sexually transmitted infections among women who initiated sexual intercourse at an early age in 22 Sub-Saharan African Countries: a multilevel analysis of 2018–2024 demographic and health survey data

2025 · Getachew Teshale, Melak Jejaw, et al. · BMC Infectious Diseases · 15

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Predicting home delivery and identifying its determinants among women aged 15–49 years in sub-Saharan African countries using a Demographic and Health Surveys 2016–2023: a machine learning algorithm

2025 · Adem Tsegaw Zegeye, Binyam Chaklu Tilahun, et al. · BMC Public Health · 15

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Prediction of incomplete immunization among under-five children in East Africa from recent demographic and health surveys: a machine learning approach

2024 · Zinabu Bekele Tadese, Araya Mesfin Nigatu, et al. · Scientific Reports · 15

Exploring Machine Learning Algorithms to Predict Diarrhea Disease and Identify its Determinants among Under-Five Years Children in East Africa

2024 · Tirualem Zeleke Yehuala, Nebiyu Mekonnen Derseh, et al. · Journal of Epidemiology and Global Health · 13

Factors associated with the co-utilization of oral rehydration solution and zinc for treating diarrhea among under-five children in 35 sub-saharan Africa countries: a generalized linear mixed effect modeling with robust error variance

2024 · Beminate Lemma Seifu, Bruck Tesfaye Legesse, et al. · BMC Public Health · 13

Exploring machine learning algorithms to predict acute respiratory tract infection and identify its determinants among children under five in Sub-Saharan Africa

2024 · Tirualem Zeleke Yehuala, Bezawit Melak Fente, et al. · Frontiers in Pediatrics · 12

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Exploring machine learning algorithms to predict not using modern family planning methods among reproductive age women in East Africa

2024 · Tirualem Zeleke Yehuala · BMC Health Services Research · 10

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Incidence rate of mortality and its predictors among tuberculosis and human immunodeficiency virus coinfected patients on antiretroviral therapy in Ethiopia: systematic review and meta-analysis

2024 · Nebiyu Mekonnen Derseh, Muluken Chanie Agimas, et al. · Frontiers in Medicine · 10

Ultra-processed food consumption and the risk of overweight and obesity in adolescents: A systematic review and meta-analysis

2026 · Mekuriaw Nibret Aweke, Habtamu Wagnew Abuhay, et al. · PLoS ONE · 9

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Predicting pregnancy loss and its determinants among reproductive-aged women using supervised machine learning algorithms in Sub-Saharan Africa

2025 · Tirualem Zeleke Yehuala, Sara Beyene Mengesha, et al. · Frontiers in Global Women s Health · 8

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Oral health awareness, self-care practices, and lived experiences among cancer patients in Ethiopia: a mixed-methods study

2025 · Tseganesh Asefa, Winta Tesfaye, et al. · BMC Oral Health · 6

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Utilization of modern contraceptive methods among women of reproductive age in Senegal: A multilevel mixed-effects analysis

2025 · Hiwot Tezera Endale, Habtu Kifle Negash, et al. · PLoS ONE · 5

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Exploring machine learning algorithms to predict short birth intervals and identify its determinants among reproductive-age women in East Africa

2025 · Tirualem Zeleke Yehuala, Bezawit Melak Fente, et al. · BMC Pregnancy and Childbirth · 5

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Geographic variation in modern contraceptive utilization among women of reproductive age in Mozambique: a multilevel analysis

2024 · Habtu Kifle Negash, Destaye Tirite Gelaw, et al. · Contraception and Reproductive Medicine · 5

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Predicting breast self-examination awareness in Sub-Saharan Africa using machine learning

2025 · Nebebe Demis Baykemagn, Meron Asmamaw Alemayehu, et al. · Scientific Reports · 3

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Estimated Impact of Pressure to Conceive on Maternal Depression in Lesotho: A Quasi-experimental Propensity Score Matching using DHS Data

2026 · Melak Jejaw, Jenberu Mekurianew Kelkay, et al. · Archives of Women s Mental Health · 2

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Machine learning to examine adequate awareness and positive perception of HIV pre-exposure prophylaxis among women in sub-Saharan Africa: evidence from 2021-2024 surveys

2025 · Bewuketu Terefe, Abraham Keffale Mengistu, et al. · BMC Infectious Diseases · 2

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Predicting malnutrition in PLWHIV using machine learning in gondar, Ethiopia

2025 · Andualem Enyew Gedefaw, Abraham Keffale Mengistu, et al. · BMC Public Health · 2

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Machine learning algorithms to predict feeding practices during diarrheal disease and its determinants among under-five children in East Africa

2025 · Tirualem Zeleke Yehuala, Nebebe Demis Baykemagn, et al. · Frontiers in Public Health · 2

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Determinants of normal haemoglobin concentration among under-five children in Sub-Saharan Africa: a Positive deviance inquiry using cross-sectional study design

2024 · Beminate Lemma Seifu, Getayeneh Antehunegn Tesema, et al. · BMJ Open · 2

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Predicting knowledge of cervical cancer screening among reproductive-age women in sub-saharan africa using machine learning algorithms

2026 · Nebebe Demis Baykemagn, Gebrie Getu Alemu, et al. · Scientific Reports · 1

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Predicting delayed antenatal care initiation among pregnant women in East Africa: using machine learning algorithms

2025 · Nebebe Demis Baykemagn, Eliyas Addisu Taye, et al. · Frontiers in Global Women s Health · 1

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Works count: 36

Citation count: 213

H-index: 10

I10-index: 11