Bayesian multivariate network meta‐analysis model for the difference in restricted mean survival times

X Tang, L Trinquart - Statistics in medicine, 2022 - Wiley Online Library
Network meta‐analysis (NMA) is essential for clinical decision‐making. NMA enables
inference for all pair‐wise comparisons between interventions available for the same …

Multi‐state network meta‐analysis of progression and survival data

JP Jansen, D Incerti, TA Trikalinos - Statistics in medicine, 2023 - Wiley Online Library
Multiple randomized controlled trials, each comparing a subset of competing interventions,
can be synthesized by means of a network meta‐analysis to estimate relative treatment …

[PDF][PDF] Multi-state network meta-analysis of cause-specific survival data

JP Jansen, D Incerti, T Trikalinos - medRxiv, 2020 - scholar.archive.org
Multiple randomized controlled trials, each comparing a subset of competing interventions,
can be synthesized by means of a network meta-analysis to estimate relative treatment …

One-step individual participant data network meta-analysis of time-to-event data

SC Freeman - 2017 - discovery.ucl.ac.uk
Network meta-analysis (NMA) combines direct and indirect evidence from trials to calculate
and rank treatment effect estimates. While modelling approaches for continuous and binary …

A non‐parametric approach for jointly combining evidence on progression free and overall survival time in network meta‐analysis

CH Daly, R Maconachie, AE Ades… - Research Synthesis …, 2022 - Wiley Online Library
Randomised controlled trials of cancer treatments typically report progression free survival
(PFS) and overall survival (OS) outcomes. Existing methods to synthesise evidence on PFS …

Penalized Poisson model for network meta‐analysis of individual patient time‐to‐event data

E Ollier, P Blanchard, G Le Teuff… - Statistics in …, 2022 - Wiley Online Library
Network meta‐analysis (NMA) allows the combination of direct and indirect evidence from a
set of randomized clinical trials. Performing NMA using individual patient data (IPD) is …

Novel and existing flexible survival methods for network meta-analyses

B Heeg, A Garcia, S Beekhuizen… - Journal of …, 2022 - becarispublishing.com
Aim: Technical Support Document 21 discusses trial-based, flexible relative survival models.
The authors generalized flexible relative survival models to the network meta-analysis …

Network meta-analysis on the log-hazard scale, combining count and hazard ratio statistics accounting for multi-arm trials: a tutorial

BS Woods, N Hawkins, DA Scott - BMC medical research methodology, 2010 - Springer
Background Data on survival endpoints are usually summarised using either hazard ratio,
cumulative number of events, or median survival statistics. Network meta-analysis, an …

MBNMAtime: An R package for time-course Model-Based Network Meta-Analysis models

H Pedder - 2021 - research-information.bris.ac.uk
Fits Bayesian time-course models for model-based network meta-analysis (MBNMA) that
allows inclusion of multiple time-points from studies. Repeated measures over time are …

Multilevel network meta-regression for general likelihoods: synthesis of individual and aggregate data with applications to survival analysis

DM Phillippo, S Dias, NJ Welton, AE Ades - arXiv preprint arXiv …, 2024 - arxiv.org
Network meta-analysis combines aggregate data (AgD) from multiple randomised controlled
trials, assuming that any effect modifiers are balanced across populations. Individual patient …