Interventions to reduce arterial puncture-related pain: A systematic review and meta-analysis

S Gonella, M Clari, A Conti, L Simionato… - International journal of …, 2022 - Elsevier
Background Arterial puncture-related pain remains unaddressed across several clinical
settings. Analgesic techniques are not routinely employed before arterial puncture despite …

Comparison of effectiveness among different sodium‐glucose cotransoporter‐2 inhibitors according to underlying conditions: a network meta‐analysis of randomized …

R Kani, A Watanabe, Y Miyamoto, K Ejiri… - Journal of the …, 2024 - ahajournals.org
Background To investigate the individual profile of each SGLT2 (sodium‐glucose
cotransoporter‐2) inhibitor in patients with different backgrounds. Methods and Results This …

Methodological review of NMA bias concepts provides groundwork for the development of a list of concepts for potential inclusion in a new risk of bias tool for network …

C Lunny, A Veroniki, JPT Higgins, S Dias, B Hutton… - Systematic …, 2024 - Springer
Abstract Introduction Network meta-analyses (NMAs) have gained popularity and grown in
number due to their ability to provide estimates of the comparative effectiveness of multiple …

Is network meta-analysis a revolutionary statistical tool for improving the reliability of clinical trial results? A brief overview and emerging issues arising

G Beis, I Papasotiriou - in vivo, 2023 - iv.iiarjournals.org
Network meta-analysis (NMA) as the quantification of pairwise meta-analysis in a network
format has been of particular interest to medical researchers in recent years. As a powerful …

Agreement between ranking metrics in network meta-analysis: an empirical study

V Chiocchia, A Nikolakopoulou, T Papakonstantinou… - BMJ open, 2020 - bmjopen.bmj.com
Objective To empirically explore the level of agreement of the treatment hierarchies from
different ranking metrics in network meta-analysis (NMA) and to investigate how network …

Treatment recommendations based on Network Meta-Analysis: rules for risk-averse decision-makers

AE Ades, H Pedder, AL Davies, H Thom, DM Phillippo… - MedRxiv, 2024 - medrxiv.org
Background The treatment recommendation based on a Network Meta-analysis (NMA) is
usually the single treatment with the highest Expected Value (EV) on an evaluative function …

Network meta‐analysis and random walks

AL Davies, T Papakonstantinou… - Statistics in …, 2022 - Wiley Online Library
Network meta‐analysis (NMA) is a central tool for evidence synthesis in clinical research.
The results of an NMA depend critically on the quality of evidence being pooled. In …

Precision of Treatment Hierarchy: A Metric for Quantifying Certainty in Treatment Hierarchies from Network Meta-Analysis

A Wigle, A Béliveau, G Salanti, G Rücker… - arxiv preprint arxiv …, 2025 - arxiv.org
Network meta-analysis (NMA) is an extension of pairwise meta-analysis which facilitates the
estimation of relative effects for multiple competing treatments. A hierarchy of treatments is a …

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 …

Network meta-analysis: a statistical physics perspective

AL Davies, T Galla - Journal of Statistical Mechanics: Theory and …, 2022 - iopscience.iop.org
Network meta-analysis (NMA) is a technique used in medical statistics to combine evidence
from multiple medical trials. NMA defines an inference and information processing problem …