network_meta-analysis

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Network meta-analysis

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248597/#:~:text=Network%20meta%2Danalysis%20is%20a,Bayesian%20framework%20using%20example%20data.

Network meta-analysis is a technique for comparing multiple treatments simultaneously in a single analysis by combining direct and indirect evidence within a network of randomized controlled trials.

Network meta-analysis may assist assessing the comparative effectiveness of different treatments regularly used in clinical practice, and therefore has become attractive among clinicians. However, if proper caution is not taken in conducting and interpreting network meta-analysis, inferences might be biased. The aim of Rouse et al. in a paper was to illustrate the process of network meta-analysis with the aid of a working example on first-line medical treatment for primary open-angle glaucoma. They discussed the key assumption of network meta-analysis, as well as the unique considerations for developing appropriate research questions, conducting the literature search, abstracting data, performing qualitative and quantitative synthesis, presenting results, drawing conclusions, and reporting the findings in a network meta-analysis 1).


Garg K. Basic assumptions of a network meta-analysis - A neurosurgeon's perspective. Neurosurg Rev. 2021 Apr 21. doi: 10.1007/s10143-021-01546-w. Epub ahead of print. PMID: 33881627.


Chen J, Chen X, Huang C, Zhu H, Hou Z, An N, Liu SY, Yang H, Zhang CQ. Predictors of seizure recurrence in patients with surgery for focal cortical dysplasia: pairwise and network meta-analysis and trial sequential analysis. Childs Nerv Syst. 2019 May;35(5):753-767. doi: 10.1007/s00381-019-04124-0. Epub 2019 Mar 26. PMID: 30911833.


Kim DK, Lee JY, Jung JH, Hah YS, Koo KC, Lee KS, Chung BH, Cho KS. What is the most effective local anesthesia for transrectal ultrasonography-guided biopsy of the prostate? A systematic review and network meta-analysis of 47 randomized clinical trials. Sci Rep. 2019 Mar 20;9(1):4901. doi: 10.1038/s41598-019-41412-w. PMID: 30894638; PMCID: PMC6426994.


1)
Rouse B, Chaimani A, Li T. Network meta-analysis: an introduction for clinicians. Intern Emerg Med. 2017 Feb;12(1):103-111. doi: 10.1007/s11739-016-1583-7. Epub 2016 Dec 2. PMID: 27913917; PMCID: PMC5247317.
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