Bayesian multiparameter evidence synthesis to inform decision making: A case study in metastatic hormone-refractory prostate cancer

SH Tan, KR Abrams… - Medical Decision Making, 2018 - journals.sagepub.com
… available evidence to inform parameters of a Markov model. … , we considered this utility value
appropriate for the PD state ( U … investigated the use of multiparameter evidence synthesis, …

The natural history of Chlamydia trachomatis infection in women: a multi-parameter evidence synthesis

MJ Price, AE Ades, K Soldan… - … assessment, 2016 - research-information.bris.ac.uk
… Bayesian Multi-Parameter Evidence Synthesis models were … Where appropriate, we
combined the evidence from multiple … But we emphasise that the use of Bayesian MCMC is not a …

… and mortality with untreated HIV infection: Evidence synthesis of HIV seroconverter cohorts, antiretroviral treatment clinical cohorts and population‐based survey data

R Glaubius, N Kothegal, S Birhanu… - Journal of the …, 2021 - Wiley Online Library
… whether natural history input estimates were appropriate … Note that we compare the
estimate from Todd et al. for ages 45 … We used national HIV epidemic models to calculate CD4 …

[HTML][HTML] Value of information: Sensitivity analysis and research design in Bayesian evidence synthesis

C Jackson, A Presanis, S Conti… - Journal of the American …, 2019 - Taylor & Francis
… which model parameters most affect the estimate or decision … of problems called multiparameter
evidence synthesis (MPES) (… We use ideas from Bayesian design to choose appropriate

[PDF][PDF] CHTE2020 Sources and Synthesis of Evidence; Update to Evidence Synthesis Methods

K Abrams - NICE Decision Support Unit, Sheffield, UK, 2020 - sheffield.ac.uk
… we use the terminology arm-based models to refer to models … inconsistency models are not
appropriate for decision making… for evidence synthesis of two outcomes to determine the long…

Use of advanced flexible modeling approaches for survival extrapolation from early follow-up data in two nivolumab trials in advanced NSCLC with extended follow-up

MA Chaudhary, M Edmondson-Jones… - Medical Decision …, 2023 - journals.sagepub.com
models (LRMs), mixture cure models (MCMs), and Bayesian multiparameter evidence synthesis
… to the value of the cure fraction limits the usefulness of applying MCMs to early follow-up …

[HTML][HTML] A review of the quantitative effectiveness evidence synthesis methods used in public health intervention guidelines

EA Smith, NJ Cooper, AJ Sutton, KR Abrams… - BMC public health, 2021 - Springer
… that aim to make appropriate evidence synthesis of public health … code in the book ‘Evidence
Synthesis for Decision Making in … and assessing convergence of Bayesian models [45]. The …

Value of information analysis in models to inform health policy

CH Jackson, G Baio, A Heath, M Strong… - … and its application, 2022 - annualreviews.org
… importance, or formulate an appropriate loss function to obtain an overall measure of … of
inputs and to multiparameter evidence synthesis models where we estimate a joint posterior …

[HTML][HTML] The future of precision medicine: potential impacts for health technology assessment

J Love-Koh, A Peel, JC Rejon-Parrilla, K Ennis… - …, 2018 - Springer
… complex treatment pathways in decision models for precision … in the literature included
multi-parameter evidence synthesis, … of the most appropriate approach for robustly evaluating AI-…

Extrapolation of survival curves from cancer trials using external information

P Guyot, AE Ades, M Beasley, B Lueza… - Medical Decision …, 2017 - journals.sagepub.com
… : We used Bayesian multi-parameter evidence synthesis to … Using spline models, we were
able to estimate a model that … about the relevance or applicability of the external evidence to …