Literature DB >> 29371119

How to Perform a Systematic Review and Meta-analysis of Diagnostic Imaging Studies.

Paul Cronin1, Aine Marie Kelly2, Duaa Altaee3, Bradley Foerster2, Myria Petrou2, Ben A Dwamena4.   

Abstract

A systematic review is a comprehensive search, critical evaluation, and synthesis of all the relevant studies on a specific (clinical) topic that can be applied to the evaluation of diagnostic and screening imaging studies. It can be a qualitative or a quantitative (meta-analysis) review of available literature. A meta-analysis uses statistical methods to combine and summarize the results of several studies. In this review, a 12-step approach to performing a systematic review (and meta-analysis) is outlined under the four domains: (1) Problem Formulation and Data Acquisition, (2) Quality Appraisal of Eligible Studies, (3) Statistical Analysis of Quantitative Data, and (4) Clinical Interpretation of the Evidence. This review is specifically geared toward the performance of a systematic review and meta-analysis of diagnostic test accuracy (imaging) studies.
Copyright © 2018 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.

Keywords:  Diagnostic accuracy; ROC analysis; evidence-based medicine; evidence-based radiology; heterogeneity; literature search; meta-analysis; meta-regression; publication bias; receiver operating characteristic analysis; sensitivity analyses; subgroup analysis; systematic review; threshold effect

Mesh:

Year:  2018        PMID: 29371119     DOI: 10.1016/j.acra.2017.12.007

Source DB:  PubMed          Journal:  Acad Radiol        ISSN: 1076-6332            Impact factor:   3.173


  15 in total

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4.  Cardiac amyloidosis imaging with amyloid positron emission tomography: A systematic review and meta-analysis.

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5.  Machine Learning Models for Classifying High- and Low-Grade Gliomas: A Systematic Review and Quality of Reporting Analysis.

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6.  Diagnostic accuracy of hepatic proton density fat fraction measured by magnetic resonance imaging for the evaluation of liver steatosis with histology as reference standard: a meta-analysis.

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Review 8.  Surgical Treatment of Primary Cardiac Tumors in Children Systematic Review and Meta-analysis.

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9.  Meningioma MRI radiomics and machine learning: systematic review, quality score assessment, and meta-analysis.

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10.  Diagnostic accuracy of apparent diffusion coefficient (ADC) value in differentiating malignant from benign solid liver lesions: a systematic review and meta-analysis.

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