Yanni Xiao
YOU?
Author Swipe
View article: Integrating Multimodal Data for a Comprehensive Knowledge Graph to Advance Infectious Disease Research
Integrating Multimodal Data for a Comprehensive Knowledge Graph to Advance Infectious Disease Research Open
Infectious diseases remain a formidable threat to global public health, with their escalating morbidity and mortality rates compounded by recurrent epidemics and the alarming rise of antimicrobial resistance (AMR). These challenges have in…
View article: CoupleVAE: coupled variational autoencoders for predicting perturbational single-cell RNA sequencing data
CoupleVAE: coupled variational autoencoders for predicting perturbational single-cell RNA sequencing data Open
With the rapid advances in single-cell sequencing technology, it is now feasible to conduct in-depth genetic analysis in individual cells. Study on the dynamics of single cells in response to perturbations is of great significance for unde…
View article: The optimal spatially-dependent control measures to effectively and economically eliminate emerging infectious diseases
The optimal spatially-dependent control measures to effectively and economically eliminate emerging infectious diseases Open
Non-pharmaceutical interventions (NPIs) are effective in mitigating infections during the early stages of an infectious disease outbreak. However, these measures incur significant economic and livelihood costs. To address this, we develope…
View article: Managing spatio-temporal heterogeneity of susceptibles by embedding it into an homogeneous model: A mechanistic and deep learning study
Managing spatio-temporal heterogeneity of susceptibles by embedding it into an homogeneous model: A mechanistic and deep learning study Open
Accurate prediction of epidemics is pivotal for making well-informed decisions for the control of infectious diseases, but addressing heterogeneity in the system poses a challenge. In this study, we propose a novel modelling framework inte…
View article: Mini-Proceedings of the "Fourth International Workshop on the Extension Project for the J-PARC Hadron Experimental Facility (HEF-ex 2024)"
Mini-Proceedings of the "Fourth International Workshop on the Extension Project for the J-PARC Hadron Experimental Facility (HEF-ex 2024)" Open
The mini proceedings of the "Fourth International Workshop on the Extension Project for the J-PARC Hadron Experimental Facility (HEF-ex 2024) [https://kds.kek.jp/event/46965]" held at J-PARC, February 19-21, 2024, are presented. The worksh…
View article: Modelling the Effect of Human Heterogeneity on Infectious Disease Transmission Dynamics
Modelling the Effect of Human Heterogeneity on Infectious Disease Transmission Dynamics Open
Human heterogeneity is a critical issue in infectious disease transmission dynamics modelling, and it has recently received much attention in COVID-19 studies.In this article, a general human heterogeneous disease model with mutation is pr…
View article: CoupleVAE: coupled variational autoencoders for predicting perturbational single-cell RNA sequencing data
CoupleVAE: coupled variational autoencoders for predicting perturbational single-cell RNA sequencing data Open
With the rapid advances in single-cell sequencing technology, it is now feasible to conduct in-depth genetic analysis in individual cells. Study on the dynamics of single cells in response to perturbations is of great significance for unde…
View article: Hormetic and synergistic effects of cancer treatments revealed by modelling combinations of radio - or chemotherapy with immunotherapy
Hormetic and synergistic effects of cancer treatments revealed by modelling combinations of radio - or chemotherapy with immunotherapy Open
Background Radio/chemotherapy and immune systems provide examples of hormesis, as tumours can be stimulated (or reduced) at low radio/chemical or antibody doses but inhibited (or stimulated) by high doses. Methods Interactions between effe…
View article: Combining the dynamic model and deep neural networks to identify the intensity of interventions during COVID-19 pandemic
Combining the dynamic model and deep neural networks to identify the intensity of interventions during COVID-19 pandemic Open
During the COVID-19 pandemic, control measures, especially massive contact tracing following prompt quarantine and isolation, play an important role in mitigating the disease spread, and quantifying the dynamic contact rate and quarantine …
View article: Hospitalization Spending for Inpatients Affected by Sleep Disorders: Results from Hunan, China
Hospitalization Spending for Inpatients Affected by Sleep Disorders: Results from Hunan, China Open
Background Sleep disorders are conditions that result in alters in normal sleeping. There are many sleep disorders and the most frequently discussed major sleep disorders include insomnia, in which the patients have difficulty falling asle…
View article: Additional file 2 of Threshold conditions for curbing COVID-19 with a dynamic zero-case policy derived from 101 outbreaks in China
Additional file 2 of Threshold conditions for curbing COVID-19 with a dynamic zero-case policy derived from 101 outbreaks in China Open
Additional file 2.
View article: A coupled evolutionary model of the viral virulence in an SIS community
A coupled evolutionary model of the viral virulence in an SIS community Open
The heterogeneity of viral virulence induced by virus evolution plays an essential role in shaping disease transmission dynamics. In this study, we propose a coupled model linking the evolutionary dynamics of viral virulence to transmissio…
View article: ESTIMATING TIME-VARYING REPRODUCTION NUMBER BY DEEP LEARNING TECHNIQUES
ESTIMATING TIME-VARYING REPRODUCTION NUMBER BY DEEP LEARNING TECHNIQUES Open
Estimating time-varying reproduction number $ \mathcal{R}_{t} $ is important for quantifying the transmission ability, capturing the trend of infectious disease and assessing the effectiveness of public health intervention measures. Howev…
View article: A cross-infection model with diffusion and incubation period
A cross-infection model with diffusion and incubation period Open
In this paper, we study a cross-infection model with diffusion and incubation period. Firstly, we prove the global attractivity of the infection-free equilibrium and infected equilibrium for the spatially homogeneous system. Secondly, we e…
View article: Study on the Physical Properties of Split-type Iron Base Shape Memory Alloy Pipe Joint
Study on the Physical Properties of Split-type Iron Base Shape Memory Alloy Pipe Joint Open
Aiming at the leakage phenomenon of pipeline system due to corrosion and other reasons, a split type iron-based shape memory alloy pipe joint based on the button bond connection was designed for repair. This split-type pipe joint can be us…
View article: Determining travel fluxes in epidemic areas
Determining travel fluxes in epidemic areas Open
Infectious diseases attack humans from time to time and threaten the lives and survival of people all around the world. An important strategy to prevent the spatial spread of infectious diseases is to restrict population travel. With the r…
View article: The resurgence risk of COVID-19 in the presence of immunity waning and ADE effect: a mathematical modelling study
The resurgence risk of COVID-19 in the presence of immunity waning and ADE effect: a mathematical modelling study Open
Since the end of 2020, the mass vaccination has been actively promoted and seemed to be effective to bring the COVID-19 pandemic under control. However, the fact of immunity waning and the possible existence of antibody-dependent enhanceme…
View article: Diffusive predator-prey models with fear effect in spatially heterogeneous environment
Diffusive predator-prey models with fear effect in spatially heterogeneous environment Open
This article concerns diffusive predator-prey models incorporating the cost of fear and environmental heterogeneity. Under homogeneous Neumann boundary conditions, we establish the uniform boundedness of global solutions and global stabili…
View article: Complex Dynamics of An Epidemic Model With Saturated Media Coverage and Recovery
Complex Dynamics of An Epidemic Model With Saturated Media Coverage and Recovery Open
During the outbreak of emerging infectious diseases, media coverage and medical resource play important roles in affecting the disease transmission. To investigate the effects of the saturation of media coverage and limited medical resourc…