Articles with "meta regression" as a keyword



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Cognitive Outcomes of Children Born Extremely or Very Preterm Since the 1990s and Associated Risk Factors: A Meta-analysis and Meta-regression

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Published in 2018 at "JAMA Pediatrics"

DOI: 10.1001/jamapediatrics.2017.5323

Abstract: Importance Despite apparent progress in perinatal care, children born extremely or very preterm (EP/VP) remain at high risk for cognitive deficits. Insight into factors contributing to cognitive outcome is key to improve outcomes after EP/VP… read more here.

Keywords: intelligence; extremely preterm; analysis; age ... See more keywords

Methodological correlates of variability in the prevalence of posttraumatic stress disorder in high-risk occupational groups: A systematic review and meta-regression.

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Published in 2022 at "American journal of industrial medicine"

DOI: 10.1002/ajim.23436

Abstract: BACKGROUND Although numerous studies have reported on PTSD prevalence in high-risk occupational samples, previous meta-analytic work has been severely limited by the extreme variability in prevalence outcomes. METHODS The present systematic review and meta-regression examined… read more here.

Keywords: prevalence; variability; high risk; meta regression ... See more keywords

Evaluation of the efficacy of systemic therapy for advanced uterine leiomyosarcoma: A systematic review, meta-analysis, and meta-regression analysis.

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Published in 2023 at "Cancer medicine"

DOI: 10.1002/cam4.5930

Abstract: Uterine leiomyosarcoma (uLMS) is an aggressive mesenchymal neoplasm associated with a poor prognosis. Systemic chemotherapy is the standard therapy for patients with uLMS. However, it is unclear which treatment regimen results in the most favorable… read more here.

Keywords: regression analysis; meta analysis; meta regression; therapy ... See more keywords

The Contributions of Risk Factor Modifications to the Reduction of Cardiovascular Risk in Patients With Antidiabetic Treatment: A Meta‐Regression Analysis and Model‐Based Analysis

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Published in 2025 at "Diabetes/Metabolism Research and Reviews"

DOI: 10.1002/dmrr.70052

Abstract: This meta‐regression analysis and model‐based analysis aimed to assess the contributions of the risk factors and identify the predominant ones. read more here.

Keywords: model based; analysis; regression analysis; meta regression ... See more keywords

Selecting relevant moderators with Bayesian regularized meta‐regression

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Published in 2023 at "Research Synthesis Methods"

DOI: 10.1002/jrsm.1628

Abstract: When meta‐analyzing heterogeneous bodies of literature, meta‐regression can be used to account for potentially relevant between‐studies differences. A key challenge is that the number of candidate moderators is often high relative to the number of… read more here.

Keywords: regression; meta regression; bayesian regularized; relevant moderators ... See more keywords

A Complex Meta‐Regression Model to Identify Effective Features of Interventions From Multi‐Arm, Multi‐Follow‐Up Trials

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Published in 2024 at "Statistics in Medicine"

DOI: 10.1002/sim.10237

Abstract: Network meta‐analysis (NMA) combines evidence from multiple trials to compare the effectiveness of a set of interventions. In many areas of research, interventions are often complex, made up of multiple components or features. This makes… read more here.

Keywords: features interventions; regression model; regression; model ... See more keywords
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Bayesian network meta-regression hierarchical models using heavy-tailed multivariate random effects with covariate-dependent variances.

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Published in 2021 at "Statistics in medicine"

DOI: 10.1002/sim.8983

Abstract: Network meta-analysis (NMA) is gaining popularity in evidence synthesis and network meta-regression allows us to incorporate potentially important covariates into network meta-analysis. In this article, we propose a Bayesian network meta-regression hierarchical model and assume… read more here.

Keywords: random effects; network meta; network; meta regression ... See more keywords

The impact of robotic colorectal surgery in obese patients: a systematic review, meta-analysis, and meta-regression

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Published in 2019 at "Surgical Endoscopy"

DOI: 10.1007/s00464-019-07000-9

Abstract: BackgroundRobotic surgery (RS) may overcome the limitations of laparoscopic colorectal surgeries (LS) in obese patients, but remains less well studied. This systematic review and meta-analysis aims to evaluate the outcomes of obese patients who have… read more here.

Keywords: robotic colorectal; colorectal surgery; obese patients; meta ... See more keywords

Six-Food Elimination Diet and Topical Steroids are Effective for Eosinophilic Esophagitis: A Meta-Regression

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Published in 2017 at "Digestive Diseases and Sciences"

DOI: 10.1007/s10620-017-4642-7

Abstract: BackgroundTopical corticosteroids or six-food elimination diet is recommended as initial therapy for eosinophilic esophagitis (EoE).AimsWe aimed to summarize published manuscripts that report outcomes of these therapies for EoE.MethodsWe performed a systematic review in MEDLINE, Web… read more here.

Keywords: six food; elimination diet; food elimination; meta regression ... See more keywords

Using Bayesian Meta-Regression to Advance Prevention Science Research: an Introduction and Empirical Illustration

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Published in 2022 at "Prevention Science"

DOI: 10.1007/s11121-021-01330-8

Abstract: Driven by the movement of evidence-based practices, Bayesian statistical methods have become increasingly popular. This paper introduces a Bayesian approach to meta-regression, focusing on the use and implementation in prevention science research. We first compare… read more here.

Keywords: meta regression; prevention science; meta;

Worldwide ACE (I/D) polymorphism may affect COVID-19 recovery rate: an ecological meta-regression

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Published in 2020 at "Endocrine"

DOI: 10.1007/s12020-020-02381-7

Abstract: With the emergence of the Novel Coronavirus (2019-nCoV), researchers worldwide have started detecting the probable pathogenesis of the disease. The renin–angiotensin system (RAS) and angiotensin-converting enzymes have received a good deal of attention as possible… read more here.

Keywords: recovery; analysis; meta; recovery rate ... See more keywords