Cargando…

Variance-based sensitivity analysis of tuberculosis transmission models

Mathematical models are widely used to provide evidence to inform policies for tuberculosis (TB) control. These models contain many sources of input uncertainty including the choice of model structure, parameter values and input data. Quantifying the role of these different sources of input uncertai...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sumner, Tom, White, Richard G.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Royal Society 2022
Materias:	Life Sciences–Mathematics interface
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9682306/ https://www.ncbi.nlm.nih.gov/pubmed/36415976 http://dx.doi.org/10.1098/rsif.2022.0413

Ejemplares similares

The relative fitness of drug-resistant Mycobacterium tuberculosis: a modelling study of household transmission in Peru
por: Knight, Gwenan M., et al.
Publicado: (2018)

Modelling the impact of household size distribution on the transmission dynamics of COVID-19
por: Liu, Pengyu, et al.
Publicado: (2021)

Detection of HIV transmission clusters from phylogenetic trees using a multi-state birth–death model
por: Barido-Sottani, Joëlle, et al.
Publicado: (2018)

Transmission models indicate Ebola virus persistence in non-human primate populations is unlikely
por: Hayman, David T. S., et al.
Publicado: (2022)

Behavioural change models for infectious disease transmission: a systematic review (2010–2015)
por: Verelst, Frederik, et al.
Publicado: (2016)

Evaluating a transfer gradient assumption in a fomite-mediated microbial transmission model using an experimental and Bayesian approach
por: Wilson, Amanda M., et al.
Publicado: (2020)

Comparing transmission potential networks based on social network surveys, close contacts and environmental overlap in rural Madagascar
por: Kauffman, Kayla, et al.
Publicado: (2022)

Model-based analysis of an outbreak of bubonic plague in Cairo in 1801
por: Didelot, Xavier, et al.
Publicado: (2017)

Disease transmission promotes evolution of host spatial patterns
por: Irvine, Michael A., et al.
Publicado: (2016)

Limits to the rate of information transmission through the MAPK pathway
por: Grabowski, Frederic, et al.
Publicado: (2019)

Face masking and COVID-19: potential effects of variolation on transmission dynamics
por: Levine, Zachary, et al.
Publicado: (2022)

SARS-CoV-2 screening: effectiveness and risk of increasing transmission
por: Skittrall, Jordan P.
Publicado: (2021)

An analysis of time-varying dynamics in electrically sensitive arthropod hairs to understand real-world electrical sensing
por: Palmer, Ryan A., et al.
Publicado: (2023)

Model-based image analysis of a tethered Brownian fibre for shear stress sensing
por: Gallagher, M. T., et al.
Publicado: (2017)

The role of inter-regional mobility in forecasting SARS-CoV-2 transmission
por: Schoot Uiterkamp, Martijn H. H., et al.
Publicado: (2022)

Bayesian uncertainty quantification for transmissibility of influenza, norovirus and Ebola using information geometry
por: House, Thomas, et al.
Publicado: (2016)

Structure, space and size: competing drivers of variation in urban and rural measles transmission
por: Korevaar, Hannah, et al.
Publicado: (2020)

Probabilistic reconstruction of measles transmission clusters from routinely collected surveillance data
por: Robert, Alexis, et al.
Publicado: (2020)

Trade-offs between mobility restrictions and transmission of SARS-CoV-2
por: Gösgens, Martijn, et al.
Publicado: (2021)

Diverse drug-resistant subpopulations of Mycobacterium tuberculosis are sustained in continuous culture
por: Ayabina, Diepreye, et al.
Publicado: (2016)

Modelling preventive measures and their effect on generation times in emerging epidemics
por: Favero, Martina, et al.
Publicado: (2022)

Bayesian inference on a microstructural, hyperelastic model of tendon deformation
por: Haughton, James, et al.
Publicado: (2022)

The mechanics and interactions of electrically sensitive mechanoreceptive hair arrays of arthropods
por: Palmer, Ryan A., et al.
Publicado: (2022)

Role of high-dose exposure in transmission hot zones as a driver of SARS-CoV-2 dynamics
por: Wodarz, Dominik, et al.
Publicado: (2021)

Model reduction enables Turing instability analysis of large reaction–diffusion models
por: Smith, Stephen, et al.
Publicado: (2018)

School closures reduced social mixing of children during COVID-19 with implications for transmission risk and school reopening policies
por: Head, Jennifer R., et al.
Publicado: (2021)

Information sensitivity functions to assess parameter information gain and identifiability of dynamical systems
por: Pant, Sanjay
Publicado: (2018)

Symbolic transfer entropy reveals the age structure of pandemic influenza transmission from high-volume influenza-like illness data
por: Kissler, Stephen M., et al.
Publicado: (2020)

Dynamic survival analysis for non-Markovian epidemic models
por: Di Lauro, Francesco, et al.
Publicado: (2022)

Agent-based simulation of collective cooperation: from experiment to model
por: Kleinmeier, Benedikt, et al.
Publicado: (2020)

Assessing model mismatch and model selection in a Bayesian uncertainty quantification analysis of a fluid-dynamics model of pulmonary blood circulation
por: Paun, L. Mihaela, et al.
Publicado: (2020)

Modelling microbial communities using biochemical resource allocation analysis
por: Sharma, Suraj, et al.
Publicado: (2019)

Complex responses to movement-based disease control: when livestock trading helps
por: Prentice, Jamie C., et al.
Publicado: (2017)

Probability distributions of helminth parasite burdens within the human host population following repeated rounds of mass drug administration and their impact on the transmission breakpoint
por: Collyer, Benjamin S., et al.
Publicado: (2021)

A taxonomic-based joint species distribution model for presence-only data
por: Escamilla Molgora, Juan M., et al.
Publicado: (2022)

Multi-model and network inference based on ensemble estimates: avoiding the madness of crowds
por: Stumpf, Michael P. H.
Publicado: (2020)

Atomic force microscopy-based indentation of cells: modelling the effect of a pericellular coat
por: Argatov, Ivan, et al.
Publicado: (2023)

Uncertainty quantification of a three-dimensional in-stent restenosis model with surrogate modelling
por: Ye, Dongwei, et al.
Publicado: (2022)

Model selection and parameter estimation for root architecture models using likelihood-free inference
por: Ziegler, Clare, et al.
Publicado: (2019)

Smart self-propelled particles: a framework to investigate the cognitive bases of movement
por: Lecheval, Valentin, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_8ne4pi08554lnivfe5ifsl3lqq