Predicting antenatal care dropout using machine learning and describing maternal and neonatal outcomes by dropout status in Sidama Region, Ethiopia: a retrospective cohort study.
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| Title: | Predicting antenatal care dropout using machine learning and describing maternal and neonatal outcomes by dropout status in Sidama Region, Ethiopia: a retrospective cohort study. |
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| Authors: | Yoseph A; School of Public Health, College of Medicine and Health Sciences, Hawassa University, Awassa, Ethiopia amanuelyoseph45@gmail.com., Mussie L; Adare General Hospital, Hawassa City Administration, Hawassa, Ethiopia., Belayneh M; School of Public Health, College of Medicine and Health Sciences, Hawassa University, Awassa, Ethiopia. |
| Source: | BMJ open [BMJ Open] 2026 Jul 10; Vol. 16 (7), pp. e111423. Date of Electronic Publication: 2026 Jul 10. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BMJ Publishing Group Ltd Country of Publication: England NLM ID: 101552874 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-6055 (Electronic) Linking ISSN: 20446055 NLM ISO Abbreviation: BMJ Open Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42431658 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Predicting antenatal care dropout using machine learning and describing maternal and neonatal outcomes by dropout status in Sidama Region, Ethiopia: a retrospective cohort study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Yoseph+A%22">Yoseph A</searchLink>; School of Public Health, College of Medicine and Health Sciences, Hawassa University, Awassa, Ethiopia amanuelyoseph45@gmail.com.<br /><searchLink fieldCode="AU" term="%22Mussie+L%22">Mussie L</searchLink>; Adare General Hospital, Hawassa City Administration, Hawassa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Belayneh+M%22">Belayneh M</searchLink>; School of Public Health, College of Medicine and Health Sciences, Hawassa University, Awassa, Ethiopia. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101552874%22">BMJ open</searchLink> [BMJ Open] 2026 Jul 10; Vol. 16 (7), pp. e111423. <i>Date of Electronic Publication: </i>2026 Jul 10. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BMJ+Publishing+Group+Ltd%22">BMJ Publishing Group Ltd </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101552874 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2044-6055 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220446055%22">20446055 </searchLink><i>NLM ISO Abbreviation: </i>BMJ Open <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42431658 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1136/bmjopen-2025-111423 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e111423 Titles: – TitleFull: Predicting antenatal care dropout using machine learning and describing maternal and neonatal outcomes by dropout status in Sidama Region, Ethiopia: a retrospective cohort study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Yoseph A – PersonEntity: Name: NameFull: Mussie L – PersonEntity: Name: NameFull: Belayneh M IsPartOfRelationships: – BibEntity: Dates: – D: 10 M: 07 Text: 2026 Jul 10 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2044-6055 Numbering: – Type: volume Value: 16 – Type: issue Value: 7 Titles: – TitleFull: BMJ open Type: main |
| ResultId | 1 |
