Xiaoxia Zhu
Biographic Data
| ID | 6805302 |
|---|---|
| NAME | Xiaoxia Zhu |
| GIVEN NAMES | Xiaoxia |
| FAMILY NAME | Zhu |
| SIGNATURE | ZHU X |
| AFFILIATIONS | Second Affiliated Hospital of Zhejiang University |
| ORCID | 0000-0002-3580-1997 |
| VERIFIED | Yes |
| TOTAL WORKS | 9 |
| TOTAL CITATIONS | 2 |
| WORKS AS AUTHOR | 9 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2015 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
Epidemiological characteristics and LSTM-based simulation of mumps incidence in Ningbo, China from 2005 to 2024
This study aimed to analyze the epidemiological characteristics of mumps in Ningbo, China, from 2005 to 2024, and to develop a predictive model using a Long Short-Term Memory (LSTM) neural network to forecast incidence trends. Surveillance data of mumps cases were obtained from the China National Infectious Disease Network Direct Reporting System (CNIDNDRS). Descriptive statistics, Cochran-Armitage trend tests, and chi-square tests were employed …
Semiotic Fracturing of Rural Cultural Symbols in Short Video Ecosystems
This study interrogates the semiotic destabilization of rural cultural symbols in China’s burgeoning short video sphere, with particular focus on the discursive reconstruction of “tǔ wèi” labeling. This paper, through semantic tracing and content analysis, combined with empirical data from over 130,000 “tǔ wèi” videos on Douyin (Tik Tok), categorizes the “tǔ wèi” content into two major styles: the novelty-hunting and ugliness-seeking style and th…
Spatio-temporal pattern and associate factors of intestinal infectious diseases in Zhejiang Province, China, 2008–2021
There was significant spatial clustering of IID incidence in Zhejiang Province from 2008 to 2021. Spatio-temporal patterns of IID risk could be largely explained by socioeconomic and meteorological factors. Preventive measures and enhanced monitoring should be taken in some high-risk counties in Hangzhou city and Ningbo city
Exploring Chinese human capital flight using university alumni data
China is one of the major sources of student migrants to many Western countries, growing rapidly during the last couple of decades. In China, several national and regional level policy schemes have been set up to incentivise the return of the high-skilled overseas population. Data to monitor these migration patterns are typically lacking. In this article, we explore the spatial patterns of overseas alumni populations from 106 leading Chinese univ…
Development and comparison of predictive models for sexually transmitted diseases—Aids, gonorrhea, and syphilis in China, 2011–2021
Background: Accurate incidence prediction of sexually transmitted diseases (STDs) is critical for early prevention and better government strategic planning. In this paper, four different forecasting models were presented to predict the incidence of AIDS, gonorrhea, and syphilis. Methods: The annual percentage changes in the incidence of AIDS, gonorrhea, and syphilis were estimated by using joinpoint regression. The performance of four methods, na…
Spatio–temporal variation on syphilis from 2005 to 2018 in Zhejiang Province, China
Background Syphilis has spread throughout China, especially in Zhejiang Province which endangers the health and lives of people. However, the spatial and temporal epidemiological studies of syphilis in Zhejiang are not thorough enough. The temporal and spatial variation and the relevant factors of syphilis incidence should be analyzed for more effective prevention and control in Zhejiang, China. Methods Data on confirmed cases of syphilis in Zhej…
Prediction models and associated factors on the fertility behaviors of the floating population in China
The floating population has been growing rapidly in China, and their fertility behaviors do affect urban management and development. Based on the data set of the China Migrants Dynamic Survey in 2016, the logistic regression model and multiple linear regression model were used to explore the related factors of fertility behaviors among the floating populace. The artificial neural network model, the naive Bayes model, and the logistic regression m…
Prevalence and risk factors of self-reported wrist and hand symptoms and clinically confirmed carpal tunnel syndrome among office workers in China
The prevalence of work-related clinically confirmed CTS symptoms among young office workers in China is high. Frequently working in pain is closely associated with clinically confirmed CTS. Intense computer use and no breaks at work are associated with wrist and hand symptoms
Danzhi Xiaoyao San ameliorates depressive-like behavior by shifting toward serotonin via the downregulation of hippocampal indoleamine 2,3-dioxygenase
Exploring Chinese human capital flight using university alumni data
China is one of the major sources of student migrants to many Western countries, growing rapidly during the last couple of decades. In China, several national and regional level policy schemes have been set up to incentivise the return of the high-skilled overseas population. Data to monitor these migration patterns are typically lacking. In this article, we explore the spatial patterns of overseas alumni populations from 106 leading Chinese univ…
Danzhi Xiaoyao San ameliorates depressive-like behavior by shifting toward serotonin via the downregulation of hippocampal indoleamine 2,3-dioxygenase
Prevalence and risk factors of self-reported wrist and hand symptoms and clinically confirmed carpal tunnel syndrome among office workers in China
The prevalence of work-related clinically confirmed CTS symptoms among young office workers in China is high. Frequently working in pain is closely associated with clinically confirmed CTS. Intense computer use and no breaks at work are associated with wrist and hand symptoms
Development and comparison of predictive models for sexually transmitted diseases—Aids, gonorrhea, and syphilis in China, 2011–2021
Background: Accurate incidence prediction of sexually transmitted diseases (STDs) is critical for early prevention and better government strategic planning. In this paper, four different forecasting models were presented to predict the incidence of AIDS, gonorrhea, and syphilis. Methods: The annual percentage changes in the incidence of AIDS, gonorrhea, and syphilis were estimated by using joinpoint regression. The performance of four methods, na…
Spatio–temporal variation on syphilis from 2005 to 2018 in Zhejiang Province, China
Background Syphilis has spread throughout China, especially in Zhejiang Province which endangers the health and lives of people. However, the spatial and temporal epidemiological studies of syphilis in Zhejiang are not thorough enough. The temporal and spatial variation and the relevant factors of syphilis incidence should be analyzed for more effective prevention and control in Zhejiang, China. Methods Data on confirmed cases of syphilis in Zhej…
Prediction models and associated factors on the fertility behaviors of the floating population in China
The floating population has been growing rapidly in China, and their fertility behaviors do affect urban management and development. Based on the data set of the China Migrants Dynamic Survey in 2016, the logistic regression model and multiple linear regression model were used to explore the related factors of fertility behaviors among the floating populace. The artificial neural network model, the naive Bayes model, and the logistic regression m…
Spatio-temporal pattern and associate factors of intestinal infectious diseases in Zhejiang Province, China, 2008–2021
There was significant spatial clustering of IID incidence in Zhejiang Province from 2008 to 2021. Spatio-temporal patterns of IID risk could be largely explained by socioeconomic and meteorological factors. Preventive measures and enhanced monitoring should be taken in some high-risk counties in Hangzhou city and Ningbo city
Exploring Chinese human capital flight using university alumni data
China is one of the major sources of student migrants to many Western countries, growing rapidly during the last couple of decades. In China, several national and regional level policy schemes have been set up to incentivise the return of the high-skilled overseas population. Data to monitor these migration patterns are typically lacking. In this article, we explore the spatial patterns of overseas alumni populations from 106 leading Chinese univ…
Semiotic Fracturing of Rural Cultural Symbols in Short Video Ecosystems
This study interrogates the semiotic destabilization of rural cultural symbols in China’s burgeoning short video sphere, with particular focus on the discursive reconstruction of “tǔ wèi” labeling. This paper, through semantic tracing and content analysis, combined with empirical data from over 130,000 “tǔ wèi” videos on Douyin (Tik Tok), categorizes the “tǔ wèi” content into two major styles: the novelty-hunting and ugliness-seeking style and th…
Epidemiological characteristics and LSTM-based simulation of mumps incidence in Ningbo, China from 2005 to 2024
This study aimed to analyze the epidemiological characteristics of mumps in Ningbo, China, from 2005 to 2024, and to develop a predictive model using a Long Short-Term Memory (LSTM) neural network to forecast incidence trends. Surveillance data of mumps cases were obtained from the China National Infectious Disease Network Direct Reporting System (CNIDNDRS). Descriptive statistics, Cochran-Armitage trend tests, and chi-square tests were employed …
China (5 works) · Medicine (5 works) · Biostatistics (3 works) · Epidemiology (3 works) · Geography (3 works) · Internal Medicine (3 works) · Public health (3 works) · Art (2 works) · Data-Driven Disease Surveillance (2 works) · Demography (2 works)