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Geospatial variation and machine learning approaches to predict open defecation practice in Zambia.

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Title: Geospatial variation and machine learning approaches to predict open defecation practice in Zambia.
Authors: Birlie AA; Department of Health Informatics, College of Medicine and Health Science, Samara University, Samara, Ethiopia., Meshesha NA; Department of Public Health, Institute of Health, Dambi Dollo University, Dambi Dollo, Ethiopia., Tizie SB; Department of Health Informatics, College of Medicine and Health Science, Debre Markos University, Debre Markos, Ethiopia., Wondie SG; Department of Public Health, College of Medicine and Health Science, Mizan Tepi University, Mizan Aman, Ethiopia., Teshome SG; School of Public Health, Health Science Campus, Debre Berhan University, Debre Berhan, Ethiopia., Bedada TD; Department of Health Informatics, School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia., Muluneh AA; Department of Health Informatics, College of Medicine and Health Science, Wollo University, Dessie, Ethiopia., Eticha BL; Department of Health Informatics, School of Public Health, College of Medicine and Health Science, Wachemo University, Hossana, Ethiopia., Dube GN; School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia., Wodessa G; School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia., Mengistie MB; Department of Health Informatics, College of Medicine and Health Science, Debre Markos University, Debre Markos, Ethiopia.
Source: PloS one [PLoS One] 2026 Jun 10; Vol. 21 (6), pp. e0350923. Date of Electronic Publication: 2026 Jun 10 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Geospatial variation and machine learning approaches to predict open defecation practice in Zambia.
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  Data: <searchLink fieldCode="AU" term="%22Birlie+AA%22">Birlie AA</searchLink>; Department of Health Informatics, College of Medicine and Health Science, Samara University, Samara, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Meshesha+NA%22">Meshesha NA</searchLink>; Department of Public Health, Institute of Health, Dambi Dollo University, Dambi Dollo, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Tizie+SB%22">Tizie SB</searchLink>; Department of Health Informatics, College of Medicine and Health Science, Debre Markos University, Debre Markos, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Wondie+SG%22">Wondie SG</searchLink>; Department of Public Health, College of Medicine and Health Science, Mizan Tepi University, Mizan Aman, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Teshome+SG%22">Teshome SG</searchLink>; School of Public Health, Health Science Campus, Debre Berhan University, Debre Berhan, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Bedada+TD%22">Bedada TD</searchLink>; Department of Health Informatics, School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Muluneh+AA%22">Muluneh AA</searchLink>; Department of Health Informatics, College of Medicine and Health Science, Wollo University, Dessie, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Eticha+BL%22">Eticha BL</searchLink>; Department of Health Informatics, School of Public Health, College of Medicine and Health Science, Wachemo University, Hossana, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Dube+GN%22">Dube GN</searchLink>; School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Wodessa+G%22">Wodessa G</searchLink>; School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Mengistie+MB%22">Mengistie MB</searchLink>; Department of Health Informatics, College of Medicine and Health Science, Debre Markos University, Debre Markos, Ethiopia.
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  Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2026 Jun 10; Vol. 21 (6), pp. e0350923. <i>Date of Electronic Publication: </i>2026 Jun 10 (<i>Print Publication: </i>2026).
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              Text: 2026 Jun 10
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