Multi-Resolution Sensitivity Analysis of Model of Immune Response to Helicobacter pylori Infection via Spatio-Temporal Metamodeling

Multi-Resolution Sensitivity Analysis of Model of Immune Response to Helicobacter pylori Infection via Spatio-Temporal Metamodeling

Computational immunology studies the interactions between the components of the immune system that includes the interplay between regulatory and inflammatory elements. It provides a solid framework that aids the conversion of pre-clinical and clinical data into mathematical equations to enable model...

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Bibliographic Details
Main Authors: Xi Chen, Wenjing Wang, Guangrui Xie, Raquel Hontecillas, Meghna Verma, Andrew Leber, Josep Bassaganya-Riera, Vida Abedi
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-02-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
computational immunology
Gaussian process regression
Helicobacter pylori
sensitivity analysis
spatio-temporal metamodeling
Online Access:https://www.frontiersin.org/article/10.3389/fams.2019.00004/full

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