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Predicting abnormal birth weight and identifying associated factors using machine learning in the Hararghe Health and Demographic Surveillance System, Ethiopia.

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Title: Predicting abnormal birth weight and identifying associated factors using machine learning in the Hararghe Health and Demographic Surveillance System, Ethiopia.
Authors: Abdeta S; College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia. singtonabdeta128@gmail.com., Diop O; The Institute for Health Research, Epidemiological Surveillance and Training (IRESSEF), Dakar, Senegal., Cygu S; African Population and Health Research Center (APHRC), Nairobi, Kenya., Drame A; Ministry of Health, Dakar, Senegal., Momanyi R; African Population and Health Research Center (APHRC), Nairobi, Kenya., Endalamaw Dejene B; University of Gondar, Gondar, Ethiopia.; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia., Tadele M; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia., Sintayehu Y; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia., Barasa M; African Population and Health Research Center (APHRC), Nairobi, Kenya., Woldie M; Fenot Associates, Addis Ababa, Ethiopia., Girma T; Fenot Associates, Addis Ababa, Ethiopia., Tsegaye R; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia., Kiragga A; African Population and Health Research Center (APHRC), Nairobi, Kenya., Adnew B; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia., Howe R; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia., Dheresa M; College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia., Abdisa A; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia.
Source: BMC public health [BMC Public Health] 2026 Jun 30. Date of Electronic Publication: 2026 Jun 30.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968562 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1471-2458 (Electronic) Linking ISSN: 14712458 NLM ISO Abbreviation: BMC Public Health Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Abdeta+S%22">Abdeta S</searchLink>; College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia. singtonabdeta128@gmail.com.<br /><searchLink fieldCode="AU" term="%22Diop+O%22">Diop O</searchLink>; The Institute for Health Research, Epidemiological Surveillance and Training (IRESSEF), Dakar, Senegal.<br /><searchLink fieldCode="AU" term="%22Cygu+S%22">Cygu S</searchLink>; African Population and Health Research Center (APHRC), Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Drame+A%22">Drame A</searchLink>; Ministry of Health, Dakar, Senegal.<br /><searchLink fieldCode="AU" term="%22Momanyi+R%22">Momanyi R</searchLink>; African Population and Health Research Center (APHRC), Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Endalamaw+Dejene+B%22">Endalamaw Dejene B</searchLink>; University of Gondar, Gondar, Ethiopia.; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Tadele+M%22">Tadele M</searchLink>; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Sintayehu+Y%22">Sintayehu Y</searchLink>; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Barasa+M%22">Barasa M</searchLink>; African Population and Health Research Center (APHRC), Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Woldie+M%22">Woldie M</searchLink>; Fenot Associates, Addis Ababa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Girma+T%22">Girma T</searchLink>; Fenot Associates, Addis Ababa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Tsegaye+R%22">Tsegaye R</searchLink>; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Kiragga+A%22">Kiragga A</searchLink>; African Population and Health Research Center (APHRC), Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Adnew+B%22">Adnew B</searchLink>; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Howe+R%22">Howe R</searchLink>; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Dheresa+M%22">Dheresa M</searchLink>; College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Abdisa+A%22">Abdisa A</searchLink>; Armauer Hansen Research Institute (AHRI), Addis Ababa, Ethiopia.
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              Text: 2026 Jun 30
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