Integrating epidemiologic modeling and explainable machine learning to predict and identify factors associated with self-reported depression among adults in Tennessee, United States.
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| Title: | Integrating epidemiologic modeling and explainable machine learning to predict and identify factors associated with self-reported depression among adults in Tennessee, United States. |
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| Authors: | Muhammad MA; Department of Biostatistics and Epidemiology, College of Public Health, East Tennessee State University, Johnson City, TN, USA., Sani J; Department of Demography and Social Statistics, Federal University Birnin Kebbi, Birnin Kebbi, Kebbi State, Nigeria., Halane S; Department of Research and Innovation, Smart Vision for Consultancy and Development, Mogadishu, Somalia. salaad.halane@gmail.com. |
| Source: | Discover mental health [Discov Ment Health] 2026 Jun 04. Date of Electronic Publication: 2026 Jun 04. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Country of Publication: Switzerland NLM ID: 9918350483906676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2731-4383 (Electronic) Linking ISSN: 27314383 NLM ISO Abbreviation: Discov Ment Health |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42240757 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Integrating epidemiologic modeling and explainable machine learning to predict and identify factors associated with self-reported depression among adults in Tennessee, United States. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Muhammad+MA%22">Muhammad MA</searchLink>; Department of Biostatistics and Epidemiology, College of Public Health, East Tennessee State University, Johnson City, TN, USA.<br /><searchLink fieldCode="AU" term="%22Sani+J%22">Sani J</searchLink>; Department of Demography and Social Statistics, Federal University Birnin Kebbi, Birnin Kebbi, Kebbi State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Halane+S%22">Halane S</searchLink>; Department of Research and Innovation, Smart Vision for Consultancy and Development, Mogadishu, Somalia. salaad.halane@gmail.com. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229918350483906676%22">Discover mental health</searchLink> [Discov Ment Health] 2026 Jun 04. <i>Date of Electronic Publication: </i>2026 Jun 04. – 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="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>9918350483906676 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2731-4383 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2227314383%22">27314383 </searchLink><i>NLM ISO Abbreviation: </i>Discov Ment Health |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42240757 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s44192-026-00506-4 Languages: – Code: eng Text: English Titles: – TitleFull: Integrating epidemiologic modeling and explainable machine learning to predict and identify factors associated with self-reported depression among adults in Tennessee, United States. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Muhammad MA – PersonEntity: Name: NameFull: Sani J – PersonEntity: Name: NameFull: Halane S IsPartOfRelationships: – BibEntity: Dates: – D: 04 M: 06 Text: 2026 Jun 04 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2731-4383 Titles: – TitleFull: Discover mental health Type: main |
| ResultId | 1 |
