Assessing greenspace and cardiovascular disease risk through deep learning analysis of street-view imagery in the US-based nationwide Nurses' Health Study.
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| Title: | Assessing greenspace and cardiovascular disease risk through deep learning analysis of street-view imagery in the US-based nationwide Nurses' Health Study. |
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| Authors: | James P; Division of Environmental and Occupational Health, Department of Public Health Sciences, University of California, Davis School of Medicine, Davis, California.; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts., Suel E; Centre for Advanced Spatial Analysis, The Bartlett Faculty of the Built Environment, University College London, London, United Kingdom.; Department of Geography, University of Zurich, Zurich, Switzerland., Lin PD; Division of Chronic Disease Research Across the Lifecourse (CoRAL), Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts., Hart JE; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts., Rimm EB; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.; Departments of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts., Laden F; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.; Departments of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts., Hystad P; College of Health, Oregon State University, Corvallis, Oregon., Hankey S; Urban Affairs and Planning (UAP), School of Public and International Affairs, Virginia Polytechnic Institute and State University, Blacksburg, Virginia., Larkin A; College of Health, Oregon State University, Corvallis, Oregon., Zhang W; Edward J Bloustein School of Planning and Public Policy, Rutgers, The State University of New Jersey, New Brunswick, New Jersey., Klompmaker J; National Institute for Public Health and the Environment (RIVM) and IRAS, Utrecht University, Bilthoven, The Netherlands., Coull B; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts., Yi L; Division of Chronic Disease Research Across the Lifecourse (CoRAL), Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts., Pescador Jimenez M; Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts. |
| Source: | Environmental epidemiology (Philadelphia, Pa.) [Environ Epidemiol] 2026 Jan 20; Vol. 10 (1), pp. e442. Date of Electronic Publication: 2026 Jan 20 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Wolters Kluwer Country of Publication: United States NLM ID: 101719527 Publication Model: eCollection Cited Medium: Internet ISSN: 2474-7882 (Electronic) Linking ISSN: 24747882 NLM ISO Abbreviation: Environ Epidemiol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41567830 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Assessing greenspace and cardiovascular disease risk through deep learning analysis of street-view imagery in the US-based nationwide Nurses' Health Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22James+P%22">James P</searchLink>; Division of Environmental and Occupational Health, Department of Public Health Sciences, University of California, Davis School of Medicine, Davis, California.; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Suel+E%22">Suel E</searchLink>; Centre for Advanced Spatial Analysis, The Bartlett Faculty of the Built Environment, University College London, London, United Kingdom.; Department of Geography, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Lin+PD%22">Lin PD</searchLink>; Division of Chronic Disease Research Across the Lifecourse (CoRAL), Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Hart+JE%22">Hart JE</searchLink>; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Rimm+EB%22">Rimm EB</searchLink>; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.; Departments of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Laden+F%22">Laden F</searchLink>; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.; Departments of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Hystad+P%22">Hystad P</searchLink>; College of Health, Oregon State University, Corvallis, Oregon.<br /><searchLink fieldCode="AU" term="%22Hankey+S%22">Hankey S</searchLink>; Urban Affairs and Planning (UAP), School of Public and International Affairs, Virginia Polytechnic Institute and State University, Blacksburg, Virginia.<br /><searchLink fieldCode="AU" term="%22Larkin+A%22">Larkin A</searchLink>; College of Health, Oregon State University, Corvallis, Oregon.<br /><searchLink fieldCode="AU" term="%22Zhang+W%22">Zhang W</searchLink>; Edward J Bloustein School of Planning and Public Policy, Rutgers, The State University of New Jersey, New Brunswick, New Jersey.<br /><searchLink fieldCode="AU" term="%22Klompmaker+J%22">Klompmaker J</searchLink>; National Institute for Public Health and the Environment (RIVM) and IRAS, Utrecht University, Bilthoven, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Coull+B%22">Coull B</searchLink>; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Yi+L%22">Yi L</searchLink>; Division of Chronic Disease Research Across the Lifecourse (CoRAL), Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Pescador+Jimenez+M%22">Pescador Jimenez M</searchLink>; Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101719527%22">Environmental epidemiology (Philadelphia, Pa.)</searchLink> [Environ Epidemiol] 2026 Jan 20; Vol. 10 (1), pp. e442. <i>Date of Electronic Publication: </i>2026 Jan 20 (<i>Print Publication: </i>2026). – 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="%22Wolters+Kluwer%22">Wolters Kluwer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101719527 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2474-7882 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2224747882%22">24747882 </searchLink><i>NLM ISO Abbreviation: </i>Environ Epidemiol <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41567830 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1097/EE9.0000000000000442 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e442 Titles: – TitleFull: Assessing greenspace and cardiovascular disease risk through deep learning analysis of street-view imagery in the US-based nationwide Nurses' Health Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: James P – PersonEntity: Name: NameFull: Suel E – PersonEntity: Name: NameFull: Lin PD – PersonEntity: Name: NameFull: Hart JE – PersonEntity: Name: NameFull: Rimm EB – PersonEntity: Name: NameFull: Laden F – PersonEntity: Name: NameFull: Hystad P – PersonEntity: Name: NameFull: Hankey S – PersonEntity: Name: NameFull: Larkin A – PersonEntity: Name: NameFull: Zhang W – PersonEntity: Name: NameFull: Klompmaker J – PersonEntity: Name: NameFull: Coull B – PersonEntity: Name: NameFull: Yi L – PersonEntity: Name: NameFull: Pescador Jimenez M IsPartOfRelationships: – BibEntity: Dates: – D: 20 M: 01 Text: 2026 Jan 20 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2474-7882 Numbering: – Type: volume Value: 10 – Type: issue Value: 1 Titles: – TitleFull: Environmental epidemiology (Philadelphia, Pa.) Type: main |
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