Network Meta-Analysis of Multiple Outcomes: A Simulation Study and Application

Network Meta-Analysis of Multiple Outcomes: A Simulation Study and Application

The usefulness of a multivariate approach to compare treatments in the context of pairwise meta-analysis has been widely demonstrated in the literature. However, this approach has not yet been considered for multiple treatment comparisons. We believe that extending such methodology to network meta-a...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	F Achana, P Dequen, L Gray, NJ Cooper, KR Abrams, RK Owen
Fformat:	Conference item
Iaith:	English
Cyhoeddwyd:	Elsevier 2013

Eitemau Tebyg

Methods for the inclusion of real-world evidence in network meta-analysis
gan: David A. Jenkins, et al.
Cyhoeddwyd: (2021-10-01)

Extending methods for investigating the relationship between treatment effect and baseline risk from pairwise meta-analysis to network meta-analysis
gan: Felix A Achana, et al.
Cyhoeddwyd: (2012)

Multivariate network meta-analysis incorporating class effects
gan: Rhiannon K. Owen, et al.
Cyhoeddwyd: (2020-07-01)

A bootstrapping approach for generating an inverse distance weight matrix when multiple observations have an identical location in large health surveys
gan: Kim, S, et al.
Cyhoeddwyd: (2019)

A Bayesian approach to discrete multiple outcome network meta-analysis.
gan: Rebecca Graziani, et al.
Cyhoeddwyd: (2020-01-01)

A decision analytic model to investigate the cost-effectiveness of poisoning prevention practices in households with young children
gan: Achana, F, et al.
Cyhoeddwyd: (2016)

A Journey to the Brink of India’s Legal Landscape: Jammu and Kashmir’s Relationship with the Indian Union
gan: Jean-Philippe Dequen
Cyhoeddwyd: (2018-01-01)

Justice for Muslim Women in India: the sinuous path of the All India Muslim Women Personal Law Board1
gan: Jean-Philippe Dequen
Cyhoeddwyd: (2015-12-01)

The Kilim plot: a tool for visualizing network meta-analysis results for multiple outcomes
gan: Seo, M, et al.
Cyhoeddwyd: (2020)

Sedentary time in adults and the association with diabetes, cardiovascular disease and death: systematic review and meta-analysis
gan: Wilmot, EG, et al.
Cyhoeddwyd: (2012)

Hierarchical network meta-analysis models for synthesis of evidence from randomised and non-randomised studies
gan: Humaira Hussein, et al.
Cyhoeddwyd: (2023-04-01)

Economic outcomes associated with deep surgical site infection in patients with an open fracture of the lower limb
gan: Parker, B, et al.
Cyhoeddwyd: (2018)

The inclusion of real world evidence in clinical development planning
gan: Reynaldo Martina, et al.
Cyhoeddwyd: (2018-08-01)

Estimating and visualising the trade-off between benefits and harms on multiple clinical outcomes in network meta-analysis
gan: Virginia Chiocchia, et al.
Cyhoeddwyd: (2023-11-01)

An exploration of synthesis methods in public health evaluations of interventions concludes that the use of modern statistical methods would be beneficial
gan: Achana, F, et al.
Cyhoeddwyd: (2014)

Application of bivariate meta-analytic approach for pooling effect measures of correlated multiple outcomes in medical research
gan: Deepthy M.S., et al.
Cyhoeddwyd: (2022-05-01)

Outcome-sensitive multiple imputation: a simulation study
gan: Evangelos Kontopantelis, et al.
Cyhoeddwyd: (2017-01-01)

Methods for multiple outcome meta-analysis of gene-expression data
gan: Konstantina E. Vennou, et al.
Cyhoeddwyd: (2020-01-01)

Multiple Linear Regression Model Based on Neural Network and Its Application in the MBR Simulation
gan: Chunqing Li, et al.
Cyhoeddwyd: (2012-01-01)

Meta-regression models to address heterogeneity and inconsistency in network meta-analysis of survival outcomes
gan: Jansen Jeroen P, et al.
Cyhoeddwyd: (2012-10-01)

Maternal multiple micronutrient supplementation and pregnancy outcomes in developing countries: meta-analysis and meta-regression
gan: Kosuke Kawai, et al.

Multiple social network influences can generate unexpected environmental outcomes
gan: J. Yletyinen, et al.
Cyhoeddwyd: (2021-05-01)

Development and design validation of a novel network meta-analysis presentation tool for multiple outcomes: a qualitative descriptive study
gan: Lehana Thabane, et al.
Cyhoeddwyd: (2022-06-01)

Selenium intake and multiple health-related outcomes: an umbrella review of meta-analyses
gan: Puze Wang, et al.
Cyhoeddwyd: (2023-09-01)

Joint synthesis of multiple correlated outcomes in networks of interventions.
gan: Efthimiou, O, et al.
Cyhoeddwyd: (2015)

The effects of care bundles on patient outcomes: a systematic review and meta-analysis
gan: Jacqueline F. Lavallée, et al.
Cyhoeddwyd: (2017-11-01)

Multivariate meta-analysis of multiple outcomes: characteristics and predictors of borrowing of strength from Cochrane reviews
gan: Miriam Hattle, et al.
Cyhoeddwyd: (2022-07-01)

Exploratory Network Meta Regression Analysis of Stroke Prevention in Atrial Fibrillation Fails to Identify Any Interactions with Treatment Effect.
gan: Sarah Batson, et al.
Cyhoeddwyd: (2016-01-01)

Multinomial network meta-analysis using response rates: relapsed/refractory multiple myeloma treatment rankings differ depending on the choice of outcome
gan: Chrissy H. Y. van Beurden-Tan, et al.
Cyhoeddwyd: (2022-05-01)

A methodological framework for assessing agreement between cost-effectiveness outcomes estimated using alternative sources of data on treatment costs and effects for trial-based economic evaluations.
gan: Achana, F, et al.
Cyhoeddwyd: (2017)

Network meta-analysis of multiple doses of vonoprazan for the treatment of erosive esophagitis
gan: Jie He, et al.
Cyhoeddwyd: (2023-07-01)

Network meta-analysis for an ordinal outcome when outcome categorization varies across trials
gan: Paul Morris, et al.
Cyhoeddwyd: (2024-05-01)

Systematic review and meta-analysis: outcomes of routine specialist mental health care for young people with depression and/or anxiety
gan: Bear, HA, et al.
Cyhoeddwyd: (2019)

Effect modification in network meta-analyses for relapsed/refractory multiple myeloma: systematic review and meta-analysis
gan: Atle Fretheim, et al.
Cyhoeddwyd: (2023-08-01)

Applying Trial Emulation Methods to Population-Scale Linked Electronic Health Records for Individuals with Multiple Long-Term Conditions Whilst Adjusting for Informative Observations
gan: Keith Abrams, et al.
Cyhoeddwyd: (2024-09-01)

Modelling The Effects of Multi-Indication Treatment for Multiple Long-Term Conditions Using Population-Scale Linked Electronic Health Records To Inform Healthcare Policy
gan: Rhiannon Owen, et al.
Cyhoeddwyd: (2024-09-01)

Real-World Treatment Patterns and Clinical Outcomes among Patients Receiving CDK4/6 Inhibitors for Metastatic Breast Cancer in a Canadian Setting Using AI-Extracted Data
gan: Ruth Moulson, et al.
Cyhoeddwyd: (2024-04-01)

Modelling longitudinal binary outcomes with outcome dependent observation times: an application to a malaria cohort study
gan: Adelino Martins, et al.
Cyhoeddwyd: (2022-12-01)

Prediction of cardiovascular outcomes with machine learning techniques: application to the Cardiovascular Outcomes in Renal Atherosclerotic Lesions (CORAL) study
gan: Chen T, et al.
Cyhoeddwyd: (2019-03-01)

The impact of timing on outcomes in appendicectomy: a systematic review and network meta-analysis
gan: Gavin G. Calpin, et al.
Cyhoeddwyd: (2024-06-01)