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.
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
Description
ISSN:2474-7882
DOI:10.1097/EE9.0000000000000442