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Computational modeling of heterogeneity and function of CD4+ T cells
The immune system is composed of many different cell types and hundreds of intersecting
molecular pathways and signals. This large biological complexity requires coordination …
molecular pathways and signals. This large biological complexity requires coordination …
[HTML][HTML] Agent-based model: a surging tool to simulate infectious diseases in the immune system
Agent-based models (ABMs) are capable of constructing individual system components at
different levels of representation to describe non-linear relationships between those …
different levels of representation to describe non-linear relationships between those …
Immunity Agent-Based Model (IABM) for epidemiological systems
MN Gonzaga, MM de Oliveira, APF Atman - Chaos, Solitons & Fractals, 2023 - Elsevier
COVID-19 was one of the pandemic episodes that has afflicted humanity in the last centuries
and may not be the last. In science, the intense spread of the SARS-CoV-2 virus boosted the …
and may not be the last. In science, the intense spread of the SARS-CoV-2 virus boosted the …
Multiscale modeling of mucosal immune responses
Computational modeling techniques are playing increasingly important roles in advancing a
systems-level mechanistic understanding of biological processes. Computer simulations …
systems-level mechanistic understanding of biological processes. Computer simulations …
Review of the systems biology of the immune system using agent‐based models
SB Shinde, MP Kurhekar - IET Systems Biology, 2018 - Wiley Online Library
The immune system is an inherent protection system in vertebrate animals including human
beings that exhibit properties such as self‐organisation, self‐adaptation, learning, and …
beings that exhibit properties such as self‐organisation, self‐adaptation, learning, and …
Modeling-enabled systems nutritional immunology
This review highlights the fundamental role of nutrition in the maintenance of health, the
immune response, and disease prevention. Emerging global mechanistic insights in the field …
immune response, and disease prevention. Emerging global mechanistic insights in the field …
Sensitivity Analysis of an ENteric Immunity SImulator (ENISI)-Based Model of Immune Responses to Helicobacter pylori Infection
Agent-based models (ABM) are widely used to study immune systems, providing a
procedural and interactive view of the underlying system. The interaction of components and …
procedural and interactive view of the underlying system. The interaction of components and …
Multiscale modeling: Concepts, technologies, and use cases in immunology
V Abedi, R Hontecillas, A Carbo, C Philipson… - Computational …, 2016 - Elsevier
Abstract In today's Big Data era, computing tools and techniques help revolutionize
immunological research in a meaningful way that is also shifting paradigm from top-down or …
immunological research in a meaningful way that is also shifting paradigm from top-down or …
Supervised learning methods in modeling of CD4+ T cell heterogeneity
Background Modeling of the immune system–a highly non-linear and complex system–
requires practical and efficient data analytic approaches. The immune system is composed …
requires practical and efficient data analytic approaches. The immune system is composed …
ENISI MSM: a novel multi-scale modeling platform for computational immunology
Biological systems span several orders of magnitude in space and time from intracellular
pathways to tissue-level processes. Many studies focus on molecular level events while …
pathways to tissue-level processes. Many studies focus on molecular level events while …