Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, Iran
Abstract Objectives This data note presents a comprehensive geodatabase of cardiovascular disease (CVD) hospitalizations in Mashhad, Iran, alongside key environmental factors such as air pollutants, built environment indicators, green spaces, and urban density. Using a spatiotemporal dataset of over...
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BMC
2025-01-01
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| Online Access: | https://doi.org/10.1186/s13104-025-07087-5 |
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| author | Shahab MohammadEbrahimi Mohammad Dehghan Behzad Kiani |
| author_facet | Shahab MohammadEbrahimi Mohammad Dehghan Behzad Kiani |
| author_sort | Shahab MohammadEbrahimi |
| collection | DOAJ |
| description | Abstract Objectives This data note presents a comprehensive geodatabase of cardiovascular disease (CVD) hospitalizations in Mashhad, Iran, alongside key environmental factors such as air pollutants, built environment indicators, green spaces, and urban density. Using a spatiotemporal dataset of over 52,000 hospitalized CVD patients collected over five years, the study supports approaches like advanced spatiotemporal modeling, artificial intelligence, and machine learning to predict high-risk CVD areas and guide public health interventions. Data description This dataset includes detailed epidemiologic and geospatial information on CVD hospitalizations in Mashhad, Iran, from January 1, 2016, to December 31, 2020. It contains 52,176 confirmed CVD cases and includes demographic information such as age, gender, admission date, ICD-10 codes, occurrence of death, and length of hospital stay. The median age of patients was 64 years, with 54.44% male. A notable 9.41% of patients died during hospitalization. In addition to the CVD hospitalization case file and its shape file created by joining with 1301 census tracts, this dataset includes environmental factors such as air quality indicators (SO2, PM2.5, CO, etc.). It also incorporates socio-economic variables (population density, illiteracy, and unemployment rates), public infrastructure, and built environment data, providing a comprehensive view of cardiovascular health in Mashhad. |
| format | Article |
| id | doaj-art-b181839222ad47f785182240d2c5123a |
| institution | Kabale University |
| issn | 1756-0500 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | BMC |
| record_format | Article |
| series | BMC Research Notes |
| spelling | doaj-art-b181839222ad47f785182240d2c5123a2025-01-19T12:08:36ZengBMCBMC Research Notes1756-05002025-01-011811410.1186/s13104-025-07087-5Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, IranShahab MohammadEbrahimi0Mohammad Dehghan1Behzad Kiani2Department of Medical Informatics, School of Medicine, Mashhad University of Medical SciencesDepartment of Anesthesiology and Critical Care, Tehran University of Medical SciencesUQ Centre for Clinical Research, Faculty of Health Medicine and Behavioural Sciences, The University of QueenslandAbstract Objectives This data note presents a comprehensive geodatabase of cardiovascular disease (CVD) hospitalizations in Mashhad, Iran, alongside key environmental factors such as air pollutants, built environment indicators, green spaces, and urban density. Using a spatiotemporal dataset of over 52,000 hospitalized CVD patients collected over five years, the study supports approaches like advanced spatiotemporal modeling, artificial intelligence, and machine learning to predict high-risk CVD areas and guide public health interventions. Data description This dataset includes detailed epidemiologic and geospatial information on CVD hospitalizations in Mashhad, Iran, from January 1, 2016, to December 31, 2020. It contains 52,176 confirmed CVD cases and includes demographic information such as age, gender, admission date, ICD-10 codes, occurrence of death, and length of hospital stay. The median age of patients was 64 years, with 54.44% male. A notable 9.41% of patients died during hospitalization. In addition to the CVD hospitalization case file and its shape file created by joining with 1301 census tracts, this dataset includes environmental factors such as air quality indicators (SO2, PM2.5, CO, etc.). It also incorporates socio-economic variables (population density, illiteracy, and unemployment rates), public infrastructure, and built environment data, providing a comprehensive view of cardiovascular health in Mashhad.https://doi.org/10.1186/s13104-025-07087-5Cardiovascular disease (CVD)Space-time analysisGeographical information system (GIS)Public healthEpidemiologyIran |
| spellingShingle | Shahab MohammadEbrahimi Mohammad Dehghan Behzad Kiani Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, Iran BMC Research Notes Cardiovascular disease (CVD) Space-time analysis Geographical information system (GIS) Public health Epidemiology Iran |
| title | Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, Iran |
| title_full | Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, Iran |
| title_fullStr | Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, Iran |
| title_full_unstemmed | Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, Iran |
| title_short | Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, Iran |
| title_sort | cardiovascular health in perspective a comprehensive five year geodatabase of hospitalizations and environmental factors in mashhad iran |
| topic | Cardiovascular disease (CVD) Space-time analysis Geographical information system (GIS) Public health Epidemiology Iran |
| url | https://doi.org/10.1186/s13104-025-07087-5 |
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