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Learning adaptive representations for entity recognition in the biomedical domain
BackgroundNamed Entity Recognition is a common task in Natural Language Processing applications, whose purpose is to recognize named entities in...
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Modeling the Memory and Adaptive Immunity in Viral Infection
The adaptive immunity is a complex system that involves memory and plays an important role in the control of viral infection such as human...
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The influence of Lévy noise on the dynamical behavior of a stochastic HIV/AIDS model with vertical transmission
This paper examined the behavior of the HIV/AIDS epidemic stochastic model driven by both White Noise and Lévy jumps. Initially, we demonstrated that...
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Determination of Risk Groups for the Covid-19 Underlying Deseases
For every disease, there is a certain set of genes whose mutations increase the risk of illness development. DNA sequencing of sick and healthy...
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A mathematical co-infection problem its transmission and behaviour is presented with stability analysis
In this subsection of the article, we considered co-infection mathematical model TB (Tuberculosis), HIV(human immunodeficiency virus) and...
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Dynamic Analysis of SLIR Model Describing the Effectiveness of Quarantine Against the Spread of COVID-19
The disease caused by COVID-19 was declared a pandemic by the World Health Organization on March 11, 2020. Identified for the first time in the city...
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Delay Differential Equations with Infectious Diseases
Infectious diseases are among the most prominent threats to mankind. Mathematical modeling of infectious diseases, by using delay differential...
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Mathematical Modeling of Cancer Signaling Addressing Tumor Heterogeneity
One of the obstacles for cancer therapies is the heterogeneity of cancers. Heterogeneity in signal transduction within the same cell population...
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A stochastic model of HIV infection incorporating combined therapy of HAART driven by Lévy jumps
A stochastic HIV infection model of virus-to-cell transmission is proposed, incorporating the antiretroviral drug therapy by introducing efficacy...
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Mathematical Modelling of HIV Within-Host Evolution
The majority of hypotheses suggested to explain the human immunodeficiency virus (HIV) progression explains the particularities of the disease by a...
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Modelling the Adaptive Immune Response in HBV Infection Model with HBV DNA-Containing Capsids
The objective of this paper is to investigate a mathematical model describing the interactions between hepatitis B virus with DNA-containing capsids,...
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Dynamic for a Stochastic Multi-Group AIDS Model with Saturated Incidence Rate
In this paper, a stochastic multi-group AIDS model with saturated incidence rate is studied. We prove that the system is persistent in the mean under...
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Stability analysis and memetic computation using differential evolution for in-host HIV model
Since the appearance of HIV, various mathematical models have been proposed to describe the dynamics of the disease. These models are helpful not...
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A viral propagation model with a nonlinear infection rate and free boundaries
In this paper we put forward a viral propagation model with a nonlinear infection rate and free boundaries and investigate the dynamical properties....
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Dynamics of an In-host Viral Infection Model with Drug Treatment
In this final chapter, we study an in-host viral infection model with impulsive drug treatment. We first restrict to the disease-free subspace and...
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Computational tools for assessing gene therapy under branching process models of mutation
Multitype branching processes are ideal for studying the population dynamics of stem cell populations undergoing mutation accumulation over the years...
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Dynamics of Inter-community Spread of Covid-19
We developed a model for the spread of Covid-19 within a community, we paid attention to the sensitivity of the derived basic reproduction number to...