scholarly journals The use of cone-beam computed tomography (CBCT) in radiocarpal fractures: a diagnostic test accuracy meta-analysis

2021 ◽  
Author(s):  
Emma Fitzpatrick ◽  
Vivek Sharma ◽  
Djamila Rojoa ◽  
Firas Raheman ◽  
Harvinder Singh
Keyword(s):  
Sensitivity And Specificity ◽  
Imaging Modality ◽  
Meta Analysis ◽  
Cone Beam Ct ◽  
Diagnostic Algorithm ◽  
Cone Beam ◽  
Acquisition Time ◽  
Test Accuracy ◽  
Diagnostic Challenge ◽  
Bivariate Model

Abstract Objective Occult radiocarpal fractures often present a diagnostic challenge to the emergency department. Accurate diagnosis of these injuries is crucial as a missed fracture can lead to significant morbidity. Cone-beam CT (CBCT) scan is a novel imaging modality, with minimal radiation exposure and comparatively fast acquisition time. Our aim was to evaluate its use in the diagnosis of cortical fractures in the upper limb extremity. Materials and methods We conducted a systematic review of literature and included all studies that evaluated the use of CBCT in the diagnosis of radiocarpal fractures. We used a mixed-effects logistic regression bivariate model to estimate the summary sensitivity and specificity and constructed hierarchical summary receiver operative characteristic curves (HSROC). Results We identified 5 studies, with 439 patients, and observed CBCT to be 87.7% (95% CI 77.6–93.6) sensitive and 99.2% (95% CI 92.6–99.9) specific for scaphoid fractures. For carpal fractures, CBCT was observed to have a pooled sensitivity and specificity of 90.6% (95% CI 72.7–97.2) and 100% (95% CI 99–100) respectively. For distal radius fractures, CBCT sensitivity was 90% (95% CI 67–98) and specificity was 100% (95% CI 10–100). The overall inter-rater agreement effect was shown to be 0.89 (95% CI 0.82–0.96), which is deemed to be almost perfect. Conclusion CBCT is an accurate diagnostic tool for occult radiocarpal cortical fractures, which could replace or supplement radiographs. We believe CBCT has a promising role in the acute radiocarpal fracture diagnostic algorithm in both emergency and trauma departments.

scholarly journals Diagnostic test accuracy of Xpert MTB/RIF for tuberculous pericarditis: a systematic review and meta-analysis

F1000Research ◽  
2020 ◽  
Vol 9 ◽  
pp. 761
Author(s):  
Andrianto Andrianto ◽  
Ni Made Mertaniasih ◽  
Parama Gandi ◽  
Makhyan Jibril Al-Farabi ◽  
Yusuf Azmi ◽  
...  
Keyword(s):  
Systematic Review ◽  
Sensitivity And Specificity ◽  
Meta Analysis ◽  
Pooled Analysis ◽  
Test Accuracy ◽  
Test Results ◽  
Likelihood Ratios ◽  
Bivariate Model ◽  
Cross Sectional ◽  
Sensitivity Specificity

Introduction: Xpert MTB/RIF is a rapid diagnostic instrument for pulmonary tuberculosis (TB). However, studies reported varied accuracy of Xpert MTB/RIF in detecting Mycobacterium tuberculosis in pericardial effusion. Methods: We performed a systematic review of literature in PubMed, published up to February 1, 2020, according to PRISMA guidelines. We screened cross-sectional studies, observational cohort studies, and randomized control trials that evaluated the accuracy of Xpert MTB/RIF in diagnosing TB pericarditis. Papers with noninterpretable results of sensitivity and specificity, non-English articles, and unpublished studies were excluded. The primary outcomes were the sensitivity and specificity of Xpert MTB/RIF. We conducted a quality assessment using QUADAS-2 to evaluate the quality of the studies. A bivariate model pooled the overall sensitivity, specificity, positive likelihood ratios (PLRs), and negative likelihood ratios (NLRs) of included studies. Results: In total, 581 subjects from nine studies were analyzed in this meta-analysis. Our pooled analysis showed that the overall sensitivity, specificity, PLRs and NLRs of included studies were 0.676 (95% CI: 0.580–0.759), 0.994 (95% CI: 0.919–1.000), 110.11 (95% CI: 7.65–1584.57) and 0.326 (95% CI: 0.246–0.433), respectively. Conclusions: Xpert MTB/RIF had a robust specificity but unsatisfactory sensitivity in diagnosing TB pericarditis. These findings indicated that although positive Xpert MTB/RIF test results might be valuable in swiftly distinguishing the diagnosis of TB pericarditis, negative test results might not be able to rule out TB pericarditis. Registration: PROSPERO CRD42020167480 28/04/2020

scholarly journals Hierarchical Modeling for Diagnostic Test Accuracy Using Multivariate Probability Distribution Functions

Mathematics ◽  
2021 ◽  
Vol 9 (11) ◽  
pp. 1310
Author(s):  
Johny Pambabay-Calero ◽  
Sergio Bauz-Olvera ◽  
Ana Nieto-Librero ◽  
Ana Sánchez-García ◽  
Puri Galindo-Villardón
Keyword(s):  
Probability Distribution ◽  
Diagnostic Test ◽  
Sensitivity And Specificity ◽  
Goodness Of Fit ◽  
Meta Analysis ◽  
Test Accuracy ◽  
Test Results ◽  
Goodness Of Fit Test ◽  
Bivariate Model ◽  
Copula Models

Models implemented in statistical software for the precision analysis of diagnostic tests include random-effects modeling (bivariate model) and hierarchical regression (hierarchical summary receiver operating characteristic). However, these models do not provide an overall mean, but calculate the mean of a central study when the random effect is equal to zero; hence, it is difficult to calculate the covariance between sensitivity and specificity when the number of studies in the meta-analysis is small. Furthermore, the estimation of the correlation between specificity and sensitivity is affected by the number of studies included in the meta-analysis, or the variability among the analyzed studies. To model the relationship of diagnostic test results, a binary covariance matrix is assumed. Here we used copulas as an alternative to capture the dependence between sensitivity and specificity. The posterior values were estimated using methods that consider sampling algorithms from a probability distribution (Markov chain Monte Carlo), and estimates were compared with the results of the bivariate model, which assumes statistical independence in the test results. To illustrate the applicability of the models and their respective comparisons, data from 14 published studies reporting estimates of the accuracy of the Alcohol Use Disorder Identification Test were used. Using simulations, we investigated the performance of four copula models that incorporate scenarios designed to replicate realistic situations for meta-analyses of diagnostic accuracy of the tests. The models’ performances were evaluated based on p-values using the Cramér–von Mises goodness-of-fit test. Our results indicated that copula models are valid when the assumptions of the bivariate model are not fulfilled.

scholarly journals Systematic review and meta-analysis of test accuracy for the diagnosis of suspected pulmonary embolism

2020 ◽  
Vol 4 (18) ◽  
pp. 4296-4311
Author(s):  
Parth Patel ◽  
Payal Patel ◽  
Meha Bhatt ◽  
Cody Braun ◽  
Housne Begum ◽  
...  
Keyword(s):  
Systematic Review ◽  
Pulmonary Embolism ◽  
Sensitivity And Specificity ◽  
Meta Analysis ◽  
Pulmonary Angiography ◽  
Evaluation Framework ◽  
Test Accuracy ◽  
Assessment Development ◽  
Life Threatening ◽  
D Dimer

Abstract Pulmonary embolism (PE) is a common, potentially life-threatening yet treatable condition. Prompt diagnosis and expeditious therapeutic intervention is of paramount importance for optimal patient management. Our objective was to systematically review the accuracy of D-dimer assay, compression ultrasonography (CUS), computed tomography pulmonary angiography (CTPA), and ventilation-perfusion (V/Q) scanning for the diagnosis of suspected first and recurrent PE. We searched Cochrane Central, MEDLINE, and EMBASE for eligible studies, reference lists of relevant reviews, registered trials, and relevant conference proceedings. 2 investigators screened and abstracted data. Risk of bias was assessed using Quality Assessment of Diagnostic Accuracy Studies-2 and certainty of evidence using the Grading of Recommendations Assessment, Development and Evaluation framework. We pooled estimates of sensitivity and specificity. The review included 61 studies. The pooled estimates for D-dimer sensitivity and specificity were 0.97 (95% confidence interval [CI], 0.96-0.98) and 0.41 (95% CI, 0.36-0.46) respectively, whereas CTPA sensitivity and specificity were 0.94 (95% CI, 0.89-0.97) and 0.98 (95% CI, 0.97-0.99), respectively, and CUS sensitivity and specificity were 0.49 (95% CI, 0.31-0.66) and 0.96 (95% CI, 0.95-0.98), respectively. Three variations of pooled estimates for sensitivity and specificity of V/Q scan were carried out, based on interpretation of test results. D-dimer had the highest sensitivity when compared with imaging. CTPA and V/Q scans (high probability scan as a positive and low/non-diagnostic/normal scan as negative) both had the highest specificity. This systematic review was registered on PROSPERO as CRD42018084669.

Incorporating Cone-Beam CT Into the Diagnostic Algorithm for Suspected Radiocarpal Fractures: A New Standard of Care?

2019 ◽  
Vol 213 (5) ◽  
pp. 1117-1123 ◽  
Author(s):  
Brian Gibney ◽  
Michelle Smith ◽  
Adrian Moughty ◽  
Eoin C. Kavanagh ◽  
Darragh Hynes ◽  
...  
Keyword(s):  
Cone Beam Ct ◽  
Diagnostic Algorithm ◽  
Standard Of Care ◽  
Cone Beam

scholarly journals Diagnostic Test Accuracy of the 4AT for Delirium Detection: A Systematic Review and Meta-Analysis

2020 ◽  
Vol 17 (20) ◽  
pp. 7515 ◽  
Author(s):  
Eunhye Jeong ◽  
Jinkyung Park ◽  
Juneyoung Lee
Keyword(s):  
Systematic Review ◽  
Diagnostic Test ◽  
Healthcare Professionals ◽  
Meta Analysis ◽  
Diagnostic Test Accuracy ◽  
Test Accuracy ◽  
Summary Receiver Operating Characteristic ◽  
Bivariate Model ◽  
Data Synthesis

Under-recognition of delirium is an international problem. For the early detection of delirium, a feasible and valid screening tool for healthcare professionals is needed. This study aimed to present a scientific reason for using the 4 ‘A’s Test (4AT) through a systematic review and meta-analysis of studies on the diagnostic test accuracy. We systematically searched articles in the EMBASE, MEDLINE, CINAHL, and PsycINFO databases and selected relevant articles on the basis of the predefined inclusion criteria. The quality of the included articles was evaluated using the Quality Assessment of the Diagnostic Accuracy Studies-2 tool. We estimated the pooled values of diagnostic test accuracy by employing the bivariate model and the hierarchical summary receiver operating characteristic (HSROC) model in data synthesis. A total of 3729 patients of 13 studies were included in the analysis. The pooled estimates of sensitivity and specificity of the 4AT were 81.5% (95% confidence interval: 70.7%, 89.0%) and 87.5% (79.5%, 92.7%), respectively. Given the 4AT’s evidence of accuracy and practicality, we suggest healthcare professionals to utilize this tool for routine screening of delirium. However, for detecting delirium in the dementia population, further work is required to evaluate the 4AT with other cut-off points or scoring methods in order for it to be more sensitive and specific.

scholarly journals Faecal calprotectin to detect inflammatory bowel disease: a systematic review and exploratory meta-analysis of test accuracy

BMJ Open ◽  
2019 ◽  
Vol 9 (3) ◽  
pp. e027428 ◽  
Author(s):  
Karoline Freeman ◽  
Brian H Willis ◽  
Hannah Fraser ◽  
Sian Taylor-Phillips ◽  
Aileen Clarke
Keyword(s):  
Systematic Review ◽  
Primary Care ◽  
Inflammatory Bowel Disease ◽  
Sensitivity And Specificity ◽  
Bowel Disease ◽  
Secondary Care ◽  
Meta Analysis ◽  
Test Accuracy ◽  
Faecal Calprotectin ◽  
Inflammatory Bowel

ObjectiveTest accuracy of faecal calprotectin (FC) testing in primary care is inconclusive. We aimed to assess the test accuracy of FC testing in primary care and compare it to secondary care estimates for the detection of inflammatory bowel disease (IBD).MethodsSystematic review and meta-analysis of test accuracy using a bivariate random effects model. We searched MEDLINE, EMBASE, Cochrane Library and Web of Science until 31 May 2017 and included studies from auto alerts up until 31 January 2018. Eligible studies measured FC levels in stool samples to detect IBD in adult patients with chronic (at least 6–8 weeks) abdominal symptoms in primary or secondary care. Risk of bias and applicability were assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 criteria. We followed the protocol registered as PROSPERO CRD 42012003287.Results38 out of 2168 studies were eligible including five from primary care. Comparison of test accuracy by setting was precluded by extensive heterogeneity. Overall, summary estimates of sensitivity and specificity were not recorded. At a threshold of 50 µg/g, sensitivity from separate meta-analysis of four assay types ranged from 0.85 (95% CI 0.75 to 0.92) to 0.94 (95% CI 0.75 to 0.90) and specificity from 0.67 (95% CI 0.56 to 0.76) to 0.88 (95% CI 0.77 to 0.94). Across three different definitions of disease, sensitivity ranged from 0.80 (95% CI 0.76 to 0.84) to 0.97 (95% CI 0.91 to 0.99) and specificity from 0.67 (95% CI 0.58 to 0.75) to 0.76 (95% CI 0.66 to 0.84). Sensitivity appears to be lower in primary care and is further reduced at a revised threshold of 100 µg/g.ConclusionsConclusive estimates of sensitivity and specificity of FC testing in primary care for the detection of IBD are still missing. There is insufficient evidence in the published literature to support the decision to introduce FC testing in primary care. Studies evaluating FC testing in an appropriate primary care setting are needed.

Reliability of Transient Elastography-Based Liver Stiffness for Diagnosing Portal Hypertension in Patients with Alcoholic Liver Disease: A Diagnostic Meta-Analysis with Specific Cut-Off Values

2019 ◽  
Vol 41 (01) ◽  
pp. 60-68 ◽  
Author(s):  
Jinzhen Song ◽  
Zida Ma ◽  
Jianbo Huang ◽  
Yan Luo ◽  
Romanas Zykus ◽  
...  
Keyword(s):  
Portal Hypertension ◽  
Liver Disease ◽  
Sensitivity And Specificity ◽  
Alcoholic Liver Disease ◽  
Transient Elastography ◽  
Meta Analysis ◽  
Liver Stiffness ◽  
Cochrane Library ◽  
Bivariate Model ◽  
Disease Etiology

Abstract Background Transient elastography-based liver stiffness value (TE-LSV) has been studied for the diagnosis of portal hypertension. Liver stiffness is influenced by the disease etiology. We aimed to perform a meta-analysis to determine the performance of TE-LSV for diagnosing portal hypertension in patients with alcoholic liver disease (ALD). Methods We searched PubMed, Web of Science, Ovid and Cochrane library. A bivariate model was used to compute sensitivity and specificity. A random effects model was used to pool diagnostic odds ratios. Results 9 studies with 679 patients were included. The pooled sensitivity and specificity based on a cut-off value around 21.8 kPa for clinically significant portal hypertension (CSPH) were 0.89 (95 % confidence interval (CI), 0.83–0.93) and 0.71(95 % CI, 0.64–0.78), respectively. For severe portal hypertension (SPH), the pooled sensitivity and specificity for a cut-off value around 29.1 kPa were 0.88 (95 % CI, 0.83–0.92) and 0.74 (95 % CI, 0.67–0.81), respectively. Conclusion TE-LSV showed good performance for diagnosing portal hypertension in patients with ALD. The optimal cut-off value for CSPH and SPH was around 21.8 kPa and 29.1 kPa, respectively, and these two cut-off values showed good sensitivity and modest specificity. The etiology should be clear before using TE-LSV for portal hypertension.

Bivariate Random-effects Meta-analysis of Sensitivity and Specificity with SAS PROC GLIMMIX

2010 ◽  
Vol 49 (01) ◽  
pp. 54-64 ◽  
Author(s):  
J. Menke
Keyword(s):  
Sensitivity And Specificity ◽  
Random Effects ◽  
Mixed Model ◽  
Linear Mixed Model ◽  
Meta Analysis ◽  
Empirical Evaluation ◽  
Test Accuracy ◽  
Random Effects Model ◽  
Operating Characteristics ◽  
Meta Analyses

Summary Objectives: Meta-analysis allows to summarize pooled sensitivities and specificities from several primary diagnostic test accuracy studies. Often these pooled estimates are indirectly obtained from a hierarchical summary receiver operating characteristics (HSROC) analysis. This article presents a generalized linear random-effects model with the new SAS PROC GLIMMIX that obtains the pooled estimates for sensitivity and specificity directly. Methods: Firstly, the formula of the bivariate random-effects model is presented in context with the literature. Then its implementation with the new SAS PROC GLIMMIX is empirically evaluated in comparison to the indirect HSROC approach, utilizing the published 2 x 2 count data of 50 meta-analyses. Results: According to the empirical evaluation the meta-analytic results from the bivariate GLIMMIX approach are nearly identical to the results from the indirect HSROC approach. Conclusions: A generalized linear mixed model with PROC GLIMMIX offers a straightforward method for bivariate random-effects meta-analysis of sensitivity and specificity.

Weight-Bearing Cone-Beam CT Scan Assessment of Stability of Supination External Rotation Ankle Fractures in a Cadaver Model

2018 ◽  
Vol 39 (7) ◽  
pp. 850-857 ◽  
Author(s):  
Mark C. Lawlor ◽  
Melissa A. Kluczynski ◽  
John M. Marzo
Keyword(s):  
Ct Scan ◽  
Ankle Fracture ◽  
External Rotation ◽  
Imaging Modality ◽  
Cone Beam Ct ◽  
Weight Bearing ◽  
Ankle Fractures ◽  
Cone Beam ◽  
Clear Space ◽  
Supination External Rotation

Background: The utility of computed tomography (CT) for measuring medial clear space (MCS) for determination of the stability of supination external rotation (SER) ankle fractures and in comparison to standard radiographs is unknown. We compared MCS on gravity stress (GS) radiographs to GS and weight bearing (WB) cone-beam CT (CBCT). Methods: An AO SER 44B3.1 ankle fracture was simulated in 10 human cadavers, also serving as controls. MCS was measured on GS radiographs, GS CBCT, and a simulated WB CBCT scan. Specimens were stable if MCS was <5 mm and unstable if MCS was ≥5 mm. Paired t tests were used to compare MCS from each imaging modality for controls versus SER injuries and stable versus unstable specimens. Results: Compared with controls assessed by GS radiographs, MCS was greater for an SER injury when assessed by GS radiograph and GS CBCT scan within the stable group. Compared with controls assessed by GS radiographs, MCS was greater for SER injuries when assessed by GS radiograph, GS CBCT scan, and WB CBCT within the unstable group. MCS was reduced for stable versus unstable SER injuries assessed by WB CBCT. Conclusion: In a cadaveric model of SER ankle fracture, the medial clear space was statistically significantly greater for the experimental condition when assessed by gravity stress radiograph and gravity stress CBCT scan. Under weight-bearing conditions, the cone-beam CT scanner distinguished between stable and unstable ankles in the experimental condition. Clinical Relevance: This study suggests that a WB cone-beam CT scan may be able to distinguish between stable and unstable SER ankle fractures and influence operative decision making.

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