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Predicting facility delivery and its determinants among reproductive-age women in Ethiopia using machine learning algorithm: evidence from performance monitoring for action Ethiopia 2019 dataset.

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Title: Predicting facility delivery and its determinants among reproductive-age women in Ethiopia using machine learning algorithm: evidence from performance monitoring for action Ethiopia 2019 dataset.
Authors: Degefa SM; Department of Health Informatics, College of Health Science, Mattu University, Mettu, Ethiopia. sirajmuhidin6@gmail.com., Hailu BA; Department of Health Informatics, College of Health Science, Mattu University, Mettu, Ethiopia., Serbessa NG; Department of Health Informatics, College of Health Science, Mattu University, Mettu, Ethiopia., Tsehay AK; School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Sedi TT; Department of Health Informatics, College of Medicine and Health Sciences, Arbaminch University, Arbaminch, Ethiopia., Woldekidan EK; Department of Health Informatics, College of Medicine and Health Sciences, Arbaminch University, Arbaminch, Ethiopia., Ahmed MH; School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Adem JB; Department of Public Health, College of medicine and Health sciences, Arsi University, Asella, Ethiopia., Wale AD; Department of Health Informatics, School of Public Health, Asrat Woldeyes Health Science Campus, Debre Berhan University, Debre Berhan, Ethiopia., Guadie HA; School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Asemahagn MA; School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia.
Source: BMC pregnancy and childbirth [BMC Pregnancy Childbirth] 2026 May 30. Date of Electronic Publication: 2026 May 30.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967799 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1471-2393 (Electronic) Linking ISSN: 14712393 NLM ISO Abbreviation: BMC Pregnancy Childbirth Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Predicting facility delivery and its determinants among reproductive-age women in Ethiopia using machine learning algorithm: evidence from performance monitoring for action Ethiopia 2019 dataset.
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  Data: <searchLink fieldCode="AU" term="%22Degefa+SM%22">Degefa SM</searchLink>; Department of Health Informatics, College of Health Science, Mattu University, Mettu, Ethiopia. sirajmuhidin6@gmail.com.<br /><searchLink fieldCode="AU" term="%22Hailu+BA%22">Hailu BA</searchLink>; Department of Health Informatics, College of Health Science, Mattu University, Mettu, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Serbessa+NG%22">Serbessa NG</searchLink>; Department of Health Informatics, College of Health Science, Mattu University, Mettu, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Tsehay+AK%22">Tsehay AK</searchLink>; School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Sedi+TT%22">Sedi TT</searchLink>; Department of Health Informatics, College of Medicine and Health Sciences, Arbaminch University, Arbaminch, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Woldekidan+EK%22">Woldekidan EK</searchLink>; Department of Health Informatics, College of Medicine and Health Sciences, Arbaminch University, Arbaminch, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Ahmed+MH%22">Ahmed MH</searchLink>; School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Adem+JB%22">Adem JB</searchLink>; Department of Public Health, College of medicine and Health sciences, Arsi University, Asella, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Wale+AD%22">Wale AD</searchLink>; Department of Health Informatics, School of Public Health, Asrat Woldeyes Health Science Campus, Debre Berhan University, Debre Berhan, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Guadie+HA%22">Guadie HA</searchLink>; School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Asemahagn+MA%22">Asemahagn MA</searchLink>; School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia.
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              M: 05
              Text: 2026 May 30
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