Forecasting acute childhood malnutrition in Kenya using machine learning and diverse sets of indicators.
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| Title: | Forecasting acute childhood malnutrition in Kenya using machine learning and diverse sets of indicators. |
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| Authors: | Tadesse GA; Microsoft AI for Good Research Lab, Nairobi, Kenya., Ferguson L; University of Southern California, Institute on Inequalities in Global Health, Los Angeles, California, United States of America.; Amref International University, Nairobi, Kenya., Robinson C; Microsoft AI for Good Research Lab, Redmond, Washington, United States of America., Kuria S; Amref Health Africa, Nairobi, Kenya., Wanyonyi H; Amref Health Africa, Nairobi, Kenya., Murage S; Division of Nutrition and Dietetics, Ministry of Health, Nairobi, Kenya., Mburu S; Amref Health Africa, Nairobi, Kenya., Dodhia R; Microsoft AI for Good Research Lab, Redmond, Washington, United States of America., Lavista Ferres JM; Microsoft AI for Good Research Lab, Redmond, Washington, United States of America., Dilkina B; University of Southern California, Center for AI in Society, Los Angeles, California, United States of America. |
| Source: | PloS one [PLoS One] 2025 May 14; Vol. 20 (5), pp. e0322959. Date of Electronic Publication: 2025 May 14 (Print Publication: 2025). |
| 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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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40367047 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Forecasting acute childhood malnutrition in Kenya using machine learning and diverse sets of indicators. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Tadesse+GA%22">Tadesse GA</searchLink>; Microsoft AI for Good Research Lab, Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Ferguson+L%22">Ferguson L</searchLink>; University of Southern California, Institute on Inequalities in Global Health, Los Angeles, California, United States of America.; Amref International University, Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Robinson+C%22">Robinson C</searchLink>; Microsoft AI for Good Research Lab, Redmond, Washington, United States of America.<br /><searchLink fieldCode="AU" term="%22Kuria+S%22">Kuria S</searchLink>; Amref Health Africa, Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Wanyonyi+H%22">Wanyonyi H</searchLink>; Amref Health Africa, Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Murage+S%22">Murage S</searchLink>; Division of Nutrition and Dietetics, Ministry of Health, Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Mburu+S%22">Mburu S</searchLink>; Amref Health Africa, Nairobi, Kenya.<br /><searchLink fieldCode="AU" term="%22Dodhia+R%22">Dodhia R</searchLink>; Microsoft AI for Good Research Lab, Redmond, Washington, United States of America.<br /><searchLink fieldCode="AU" term="%22Lavista+Ferres+JM%22">Lavista Ferres JM</searchLink>; Microsoft AI for Good Research Lab, Redmond, Washington, United States of America.<br /><searchLink fieldCode="AU" term="%22Dilkina+B%22">Dilkina B</searchLink>; University of Southern California, Center for AI in Society, Los Angeles, California, United States of America. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2025 May 14; Vol. 20 (5), pp. e0322959. <i>Date of Electronic Publication: </i>2025 May 14 (<i>Print Publication: </i>2025). – 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="%22Public+Library+of+Science%22">Public Library of Science </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101285081 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1932-6203 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219326203%22">19326203 </searchLink><i>NLM ISO Abbreviation: </i>PLoS One <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40367047 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0322959 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e0322959 Titles: – TitleFull: Forecasting acute childhood malnutrition in Kenya using machine learning and diverse sets of indicators. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Tadesse GA – PersonEntity: Name: NameFull: Ferguson L – PersonEntity: Name: NameFull: Robinson C – PersonEntity: Name: NameFull: Kuria S – PersonEntity: Name: NameFull: Wanyonyi H – PersonEntity: Name: NameFull: Murage S – PersonEntity: Name: NameFull: Mburu S – PersonEntity: Name: NameFull: Dodhia R – PersonEntity: Name: NameFull: Lavista Ferres JM – PersonEntity: Name: NameFull: Dilkina B IsPartOfRelationships: – BibEntity: Dates: – D: 14 M: 05 Text: 2025 May 14 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1932-6203 Numbering: – Type: volume Value: 20 – Type: issue Value: 5 Titles: – TitleFull: PloS one Type: main |
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