Network meta-analysis on blood loss during liver transplantation
Network meta-analysis comparing the effects of a number of interventions for decreasing blood loss and blood transfusion requirements during liver transplantation.
A data frame with the following columns:
study | study information (first author, year) |
treatment | treatment |
death | mortality at 60 days post-transplantation |
n | number of individuals in treatment arm |
Gurusamy KS, Pissanou T, Pikhart H, Vaughan J, Burroughs AK, Davidson BR (2011): Methods to decrease blood loss and transfusion requirements for liver transplantation. Cochrane Database of Systematic Reviews, CD009052
data(Gurusamy2011) # Only consider three studies (to reduce runtime of example) # studies <- c("Findlay 2001", "Garcia-Huete 1997", "Dalmau 2000") three <- subset(Gurusamy2011, study %in% studies) # Transform data from long arm-based format to contrast-based # format. Argument 'sm' has to be used for odds ratio as summary # measure; by default the risk ratio is used in the metabin # function called internally. # p1 <- pairwise(treatment, death, n, studlab = study, data = three, sm = "OR") # Conduct Mantel-Haenszel network meta-analysis # netmetabin(p1, ref = "cont") ## Not run: p2 <- pairwise(treatment, death, n, studlab = study, data = Gurusamy2011, sm = "OR") # Conduct Mantel-Haenszel network meta-analysis netmetabin(p2, ref = "cont") ## End(Not run)
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