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
Description
ISSN:1471-2393
DOI:10.1186/s12884-026-09354-0