Xinru Guo
Biographic Data
| ID | 7754074 |
|---|---|
| NAME | Xinru Guo |
| GIVEN NAMES | Xinru |
| FAMILY NAME | Guo |
| SIGNATURE | GUO X |
| AFFILIATIONS | Jilin University |
| VERIFIED | No |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 3 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Boosting PM2.5 short-term prediction by coupling graph attention and koopman networks
Accurately predicting PM2.5 concentrations remains a major challenge due to the complex and nonlinear nature of its formation and transport processes. Traditional models often struggle to capture the spatiotemporal dynamics of PM2.5, particularly under varying meteorological conditions. In recent years, Koopman operator theory has attracted increasing attention for its ability to transform nonlinear systems into linear representations, thereby en…
Long-term trends of nasopharyngeal carcinoma mortality in China from 2006 to 2020 by region and sex
Background China has a high mortality from nasopharyngeal carcinoma (NPC). The NPC mortality trends in China from 2006 to 2020 were described and analyzed to understand its epidemiological characteristics by region and sex and to explore age, period, and cohort effects. Methods This study utilized NPC mortality data from the China Health Statistical Yearbook. A joinpoint regression model was used to fit the standardized NPC mortality and age-spec…
Analysis of Rheumatic Heart Disease Mortality in the Chinese Population
(1) Background: We aimed to analyze rheumatic heart disease (RHD) mortality trends in China's urban and rural areas and to determine the roles of age, period, and cohort effects. (2) Methods: Based on mortality data extracted from the China Health Statistics Yearbook, we calculated the crude mortality rate of RHD. Age-adjusted rates were computed by the direct method using the 2020 census as the standard population. The annual percentage change (…
No prominent works on this page.
Analysis of Rheumatic Heart Disease Mortality in the Chinese Population
(1) Background: We aimed to analyze rheumatic heart disease (RHD) mortality trends in China's urban and rural areas and to determine the roles of age, period, and cohort effects. (2) Methods: Based on mortality data extracted from the China Health Statistics Yearbook, we calculated the crude mortality rate of RHD. Age-adjusted rates were computed by the direct method using the 2020 census as the standard population. The annual percentage change (…
Long-term trends of nasopharyngeal carcinoma mortality in China from 2006 to 2020 by region and sex
Background China has a high mortality from nasopharyngeal carcinoma (NPC). The NPC mortality trends in China from 2006 to 2020 were described and analyzed to understand its epidemiological characteristics by region and sex and to explore age, period, and cohort effects. Methods This study utilized NPC mortality data from the China Health Statistical Yearbook. A joinpoint regression model was used to fit the standardized NPC mortality and age-spec…
Boosting PM2.5 short-term prediction by coupling graph attention and koopman networks
Accurately predicting PM2.5 concentrations remains a major challenge due to the complex and nonlinear nature of its formation and transport processes. Traditional models often struggle to capture the spatiotemporal dynamics of PM2.5, particularly under varying meteorological conditions. In recent years, Koopman operator theory has attracted increasing attention for its ability to transform nonlinear systems into linear representations, thereby en…
China (2 works) · Cohort (2 works) · Cohort effect (2 works) · Cohort study (2 works) · Demography (2 works) · Demography (2 works) · Epidemiology (2 works) · Geography (2 works) · Internal Medicine (2 works) · Medicine (2 works)