ArticleInternational journal of environmental research and public health2017
Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data.
Article in International journal of environmental research and public health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Choosing real-world data for clinical and epidemiological research: methodological lessons from NHIRD and TriNetX-A narrative review.Annals of medicine · 2026Review
- Predictors and outcomes associated with prolonged hospital length of stay in intracerebral hemorrhage: a multicenter prospective cohort study in China.BMC medicine · 2025Article
- Article
- A Clinical Decision Support System for Diabetes Patients with Deep Learning: Experience of a Taiwan Medical Center.International journal of medical sciences · 2022Article
- Diseases That Occur Prior to Spontaneous Intracerebral Hemorrhage: Identification of Predisposing and Risk Factors Using Lag Sequential Analysis.Journal of healthcare engineering · 2022Article
- Epidemiological characteristics of 561 cases of intracerebral hemorrhage in Chengdu, China.Medicine · 2021Article
- Exploration of Medical Trajectories of Stroke Patients Based on Group-Based Trajectory Modeling.International journal of environmental research and public health · 2019Article
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Authors and funding
7 authors.
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Abstract
This study evaluated the differences in spontaneous intracerebral hemorrhage (sICH) between rural and urban areas of Taiwan with big data analysis. We used big data analytics and visualization tools to examine government open data, which included the residents' health medical administrative data, economic status, educational status, and relevant information. The study subjects included sICH patients of Taipei region (29,741 cases) and Eastern Taiwan (4565 cases). The incidence of sICH per 100,000 population per year in Eastern Taiwan (71.3 cases) was significantly higher than that of the Taipei region (42.3 cases). The mean coverage area per hospital in Eastern Taiwan (452.4 km²) was significantly larger than the Taipei region (24 km²). The residents educational level in the Taipei region was significantly higher than that in Eastern Taiwan. The mean hospital length of stay in the Taipei region (17.9 days) was significantly greater than that in Eastern Taiwan (16.3 days) (
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