Related Experiment Video
Updated: Jul 8, 2026

Spatial Temporal Analysis of Fieldwise Flow in Microvasculature
Published on: November 18, 2019
Cardiovascular hospitalization dynamics in Iran's second-largest city: A spatial and temporal perspective.
Shahab MohammadEbrahimi1,2, Tahereh Samimi3, Mohammad Dehghan4
1Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
Cardiovascular disease (CVD) hospitalizations in Mashhad show a rising trend, with central Mashhad identified as a high-risk area. Targeted public health interventions are crucial for addressing these spatial disparities and improving cardiovascular health outcomes.
Area of Science:
- Public Health
- Epidemiology
- Spatial Analysis
Background:
- Cardiovascular disease (CVD) is a major global cause of death, with a significant impact in developing nations like Iran.
- Understanding geographic and time-based patterns of CVD hospitalizations is vital for effective public health strategies.
Purpose of the Study:
- To conduct the first comprehensive spatial and temporal analysis of CVD hospitalizations in Mashhad, Iran.
- To identify high-risk areas and temporal trends to guide targeted public health interventions.
Main Methods:
- Utilized hospitalization data from 2016-2020, classifying cases by ICD-10 codes.
- Employed classical decomposition, ARIMA, and Joinpoint regression for temporal trend analysis.
- Applied spatial autocorrelation, hotspot analysis, and Flexible Spatial Scan Statistics (FSSS) for spatial cluster detection.
Main Results:
- Identified a rising trend in CVD hospitalizations, with significant increases for both males (1.69%/month) and females (1.99%/month) until November 2019.
- Revealed significant spatial autocorrelation, with central Mashhad identified as a high-risk zone.
- FSSS detected a primary cluster in the city center with a nearly 10-fold increased relative risk for CVD hospitalizations.
Conclusions:
- This study highlights critical high-risk areas for CVD hospitalizations in Mashhad, necessitating focused public health interventions.
- Addressing identified spatial disparities is essential for improving cardiovascular health outcomes and population resilience.
Related Concept Videos
Cardiomyopathy II: Dilated Cardiomyopathy
Hospitals-II
Nurses that work in hospitals have...
Pulse rhythm
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac muscle...
Cardiac Output II: Effect of Stroke Volume on Cardiac Output
Preload
Preload refers to the initial elongation of the cardiac myocytes before contraction and is related to the volume of blood filling the heart at the end of diastole, or end-diastolic volume. The...
Hospitals-I
Introduction Cardiac Emergencies
