Jinxin Zheng

ORCID: 0000-0003-1476-1903
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About
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Research Areas
  • Mosquito-borne diseases and control
  • Viral Infections and Vectors
  • Parasites and Host Interactions
  • Malaria Research and Control
  • Zoonotic diseases and public health
  • COVID-19 epidemiological studies
  • SARS-CoV-2 and COVID-19 Research
  • Organ Transplantation Techniques and Outcomes
  • Renal Transplantation Outcomes and Treatments
  • Tuberculosis Research and Epidemiology
  • Cancer Risks and Factors
  • Air Quality and Health Impacts
  • Respiratory viral infections research
  • Global Health Care Issues
  • Child and Adolescent Psychosocial and Emotional Development
  • Global Cancer Incidence and Screening
  • Global Maternal and Child Health
  • Liver Disease Diagnosis and Treatment
  • HIV/AIDS Research and Interventions
  • Hepatitis Viruses Studies and Epidemiology
  • Pneumocystis jirovecii pneumonia detection and treatment
  • Parasite Biology and Host Interactions
  • Viral Infections and Outbreaks Research
  • Chronic Kidney Disease and Diabetes
  • Data-Driven Disease Surveillance

National Institute for Parasitic Diseases
1997-2025

Shanghai Jiao Tong University
2020-2025

Ruijin Hospital
2021-2024

Hospital for Tropical Diseases
2021-2024

Ministry of Health of the Russian Federation
2024

Institute for Forecasting of the Slovak Academy of Sciences
2024

Key Laboratory of Guangdong Province
2023

Zhongshan Hospital of Xiamen University
2022

Fudan University
2022

Zero to Three
2022

Using data from the global burden of disease (GBD) between 1990 and 2019 to report leading etiological factors hazards for liver cancer by HBV (LCHB), HCV (LCHC), alcoholic use (LCAL), NASH (LCNA), other causes (LCOT).The estimated annual percentage change (EAPC) age-standardized incidence rate (ASR) in different districts, sex, age are used quantify etiologies cancer. Age-period-cohort models were performed predict primary case numbers.Based on GBD database whole world five 2019, LCAL,...

10.1002/cam4.4551 article EN cc-by Cancer Medicine 2022-02-04

Depression, anxiety and schizophrenia among older persons have become global public health challenges. However, the burden of these disorders in ageing aged countries has not been analysed.

10.1136/gpsych-2023-101078 article EN cc-by-nc General Psychiatry 2024-01-01

Dengue has become one of the major vector-borne diseases, which been an important public health concern. We aimed to estimate disease burden dengue in endemic regions from 1990 2019, and explore impact pattern socioeconomic factors on based global injuries, risk study 2019 (GBD 2019).Using analytical strategies data GBD we described incidence disability-adjusted life years (DALYs) 2019. Furthermore, estimated correlation between factors, then established autoregressive integrated moving...

10.3390/tropicalmed7080180 article EN cc-by Tropical Medicine and Infectious Disease 2022-08-12

Asthma is a common respiratory disease in children. We aimed to update information about the incidence and mortality disability-adjusted life years (DALYs) of childhood asthma provide evidence-based recommendations for prevention.Data were obtained from Global Burden Disease (GBD) study, which was conducted 1990 2019 204 countries. First, we estimated incidence, DALY rates using Bayesian meta-regression model. Second, analyzed relationship between sociodemographic index (SDI) DALYs different...

10.3389/fped.2022.823399 article EN cc-by Frontiers in Pediatrics 2022-02-16

Abstract Background The co-infection of human immunodeficiency virus (HIV)/acquired immune deficiency syndrome (AIDS) and tuberculosis (TB) poses a significant clinical challenge is major global public health issue. This study aims to elucidate the disease burden HIV-TB in global, regions countries, providing critical information for policy decisions curb epidemic. Methods ecological time-series used data from Global Burden Disease (GBD) Study 2021. encompass numbers incidence, prevalence,...

10.1186/s40249-024-01230-3 article EN cc-by Infectious Diseases of Poverty 2024-08-16

Objective Chronic kidney disease (CKD) poses a major global health burden. Early CKD risk prediction enables timely interventions, but conventional models have limited accuracy. Machine learning (ML) enhances prediction, interpretability is needed to support clinical usage with both in diagnostic and decision-making. Methods A cohort of 491 patients data was collected for this study. The dataset randomly split into an 80% training set 20% testing set. To achieve the first objective, we...

10.1177/20552076231224225 article EN cc-by-nc-nd Digital Health 2024-01-01

Objectives To estimate the global burden of malaria and neglected tropical diseases (NTDs) in children adolescents aged 0–19 years to analyse trends inform public health policy decisions. Design Population-based, cross-sectional study. Setting Global analysis across 204 countries territories. Participants Children with NTDs, stratified by age, gender location from 1990 2019. Main outcome measures Yearly incidence, prevalence, disability-adjusted life (DALYs) for age-standardised incidence...

10.1177/01410768251321572 article EN other-oa Journal of the Royal Society of Medicine 2025-02-26

Introduction This study aimed to describe the latest epidemiology of female breast cancer globally, analyze change pattern incidence rates and disease’s association with age, period, birth cohort, subsequently present a forecast incidence. Methods Data for analysis were obtained from Global Burden Disease (GBD) Study 2019 World Population Prospects revision by United Nations (UN). We described age-standardized (ASIRs) 1990 then calculated relative risks period cohort using an...

10.3389/fonc.2022.891824 article EN cc-by Frontiers in Oncology 2022-06-09

Objective: This study aimed to improve dengue fever predictions in Singapore using a machine learning model that incorporates meteorological data, addressing the current methodological limitations by examining intricate relationships between weather changes and transmission. Method: Using weekly case data from 2012 2022, was preprocessed analyzed various algorithms, including General Linear Model (GLM), Support Vector Machine (SVM), Gradient Boosting (GBM), Decision Tree (DT), Random Forest...

10.3390/tropicalmed9040072 article EN cc-by Tropical Medicine and Infectious Disease 2024-03-29

Abstract Background Preterm birth and low weight (PBLBW), recognised globally as primary contributors to infant mortality in children under five, have not been sufficiently investigated terms of their worldwide impact. In this study we aimed thoroughly evaluate the contemporary trends disease burden attributable PBLBW. Methods We analysed data from 204 countries territories between 1990–2019, sourced 2019 Global Burden Disease Study. global incidence disability-adjusted life years (DALYs)...

10.7189/jogh.14.04109 article EN cc-by Journal of Global Health 2024-07-11

Abstract Background Severe fever with thrombocytopenia syndrome (SFTS) is an emerging tick-borne zoonosis caused by the SFTS virus (SFTSV). Understanding prevalence of SFTSV RNA in humans, vertebrate hosts and ticks crucial for control. Methods A systematic review meta-analysis were conducted to determine questing ticks. Nine electronic databases searched relevant publications, data on extracted. Pooled was estimated using a random effects model. Subgroup analysis multivariable...

10.1186/s13071-024-06341-2 article EN cc-by Parasites & Vectors 2024-06-20

Abstract Background Oncomelania hupensis is only intermediate snail host of Schistosoma japonicum , and distribution O. an important indicator for the surveillance schistosomiasis. This study explored feasibility a random forest algorithm weighted by spatial distance risk prediction schistosomiasis in Yangtze River Basin China, with aim to produce improved precision reference national control programme reducing number survey sites without losing predictive accuracy. Methods The presence...

10.1186/s40249-021-00852-1 article EN cc-by Infectious Diseases of Poverty 2021-05-20

Surveys from the China-Tanzania Malaria Control Project demonstrated that 1,7-malaria Reactive Community-Based Testing and Response (1,7-mRCTR) approach significantly reduced malaria incidence rates. However, implementation was disrupted by security concerns, infectious disease outbreaks, supply shortages. This study evaluates how these interruptions affected intervention effectiveness to inform future control strategies. The employed a two-phased design: Phase I (2016-2018) II (2019-2021)....

10.46234/ccdcw2025.104 article EN Deleted Journal 2025-01-01

Abstract Background The pandemic of the coronavirus disease 2019 (COVID-19) has caused substantial disruptions to health services in low and middle-income countries with a high burden other diseases, such as malaria sub-Saharan Africa. aim this study is assess impact COVID-19 on transmission potential malaria-endemic Methods We present data-driven method quantify extent which pandemic, well various non-pharmaceutical interventions (NPIs), could lead change 2020. First, we adopt particle...

10.1186/s40249-020-00788-y article EN cc-by Infectious Diseases of Poverty 2021-01-07

Schistosomiasis japonica represents a significant public health concern in South Asia. There is an urgent need to optimize existing schistosomiasis diagnostic techniques. This study aims develop models for the different stages of liver fibrosis caused by Schistosoma infection utilizing ultrasound radiomics and machine learning

10.1371/journal.pntd.0012235 article EN cc-by PLoS neglected tropical diseases 2024-06-13

Retinoblastoma, the most common intraocular malignancy in children, represents a significant global health challenge, particularly low- and middle-income countries, where delayed diagnosis limited access to care persist. Despite advances diagnostic therapeutic approaches, disparities disease burden remain pronounced. Data on retinoblastoma incidence, prevalence, deaths, disability-adjusted life years (DALYs) from 1990 2021 were extracted Global Burden of Disease Study 2021. Countries...

10.1038/s41598-025-91289-1 article EN cc-by-nc-nd Scientific Reports 2025-03-03

Neglected Tropical Diseases (NTDs) and malaria present considerable health obstacles, particularly impacting the socio-economic progress in at-risk areas. We aimed to estimate burden, trends, inequalities of NTDs globally, regionally, nationally from 1990 2021. The study utilized data Global Burden Diseases, Injuries, Risk Factors Study (GBD) 2021, encompassing 204 countries territories, spanning 21 global regions, including diverse populations across different Socio-Demographic Index (SDI)...

10.1016/j.jare.2025.04.004 article EN cc-by-nc-nd Journal of Advanced Research 2025-04-01

<title>Abstract</title> Dengue fever remains a major global public health challenge, with increasing incidence and burden over recent decades. Global warming, urbanization, increased international travel have fueled the spread of dengue. We analyzed 2021 Burden Disease (GBD) dataset to assess dengue fever's incidence, prevalence, mortality, Disability-Adjusted Life Years (DALYs) from 1990 across 204 countries. Data were stratified by age, sex, socio-demographic index (SDI) using...

10.21203/rs.3.rs-6434758/v1 preprint EN Research Square (Research Square) 2025-05-07

In order to achieve the goal of malaria elimination, Chinese government launched National Malaria Elimination Programme in 2010. However, as a result increasing cross-border population movements, risk imported cases still exists at border areas China, resulting potential threat local transmission. The focus this paper is assess Plasmodium vivax incidences Tengchong, Yunnan Province, China and Myanmar. Time series P. Tengchong from 2006 2010 are collected web-based Information System for...

10.1186/s40249-017-0322-2 article EN cc-by Infectious Diseases of Poverty 2017-06-14

Myocarditis and cardiomyopathy are commonly occurring cardiovascular diseases that seriously threaten children's health. It was urgent to update the global incidence mortality of childhood myocarditis cardiomyopathy, predict rate 2035 by Global Burden Disease database.The study data from 1990 2019 in 204 countries territories were used determine: rates 0 19 five age groups; relationship between sociodemographic index (SDI) group; and, based on an age-period-cohort model, projected for...

10.3389/fcvm.2023.1173015 article EN cc-by Frontiers in Cardiovascular Medicine 2023-05-02
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