Cargando…

Estimating sensitivity and specificity of diagnostic tests using latent class models that account for conditional dependence between tests: a simulation study

BACKGROUND: Latent class models are increasingly used to estimate the sensitivity and specificity of diagnostic tests in the absence of a gold standard, and are commonly fitted using Bayesian methods. These models allow us to account for ‘conditional dependence’ between two or more diagnostic tests,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Keddie, Suzanne H., Baerenbold, Oliver, Keogh, Ruth H., Bradley, John
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2023
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999546/ https://www.ncbi.nlm.nih.gov/pubmed/36894883 http://dx.doi.org/10.1186/s12874-023-01873-0

Ejemplares similares

Diagnostic performance of the IMMY cryptococcal antigen lateral flow assay on serum and cerebrospinal fluid for diagnosis of cryptococcosis in HIV-negative patients: a systematic review
por: Macrae, Catriona, et al.
Publicado: (2023)

Diagnostic accuracy of multiplex respiratory pathogen panels for influenza or respiratory syncytial virus infections: systematic review and meta-analysis
por: Jullien, Sophie, et al.
Publicado: (2022)

Bayesian latent class models to estimate diagnostic test accuracies of COVID‐19 tests
por: Hartnack, Sonja, et al.
Publicado: (2020)

Estimating the True Accuracy of Diagnostic Tests for Dengue Infection Using Bayesian Latent Class Models
por: Pan-ngum, Wirichada, et al.
Publicado: (2013)

An Iterative, Frequentist Approach for Latent Class Analysis to Evaluate Conditionally Dependent Diagnostic Tests
por: Schoneberg, Clara, et al.
Publicado: (2021)

Hui and Walter’s latent-class model extended to estimate diagnostic test properties from surveillance data: a latent model for latent data
por: Bermingham, Mairead L., et al.
Publicado: (2015)

Latent-Class Methods to Evaluate Diagnostics Tests for Echinococcus Infections in Dogs
por: Hartnack, Sonja, et al.
Publicado: (2013)

Accuracy of the direct agglutination test for diagnosis of visceral leishmaniasis: a systematic review and meta-analysis
por: Roberts, Tamalee, et al.
Publicado: (2023)

Bayesian Estimation of Diagnostic Accuracy of Three Diagnostic Tests for Bovine Tuberculosis in Egyptian Dairy Cattle Using Latent Class Models
por: Elsohaby, Ibrahim, et al.
Publicado: (2021)

Latent class bivariate model for the meta-analysis of diagnostic test accuracy studies
por: Eusebi, Paolo, et al.
Publicado: (2014)

Evaluation of diagnostic test procedures for SARS‐CoV‐2 using latent class models
por: Stærk‐Østergaard, Jacob, et al.
Publicado: (2022)

Comparing four diagnostic tests for Giardia duodenalis in dogs using latent class analysis
por: Uiterwijk, Mathilde, et al.
Publicado: (2018)

Ocular Clinical Signs and Diagnostic Tests Most Compatible With Keratoconjunctivitis Sicca: A Latent Class Approach
por: Gonzales, John A., et al.
Publicado: (2020)

Latent class analysis was accurate but sensitive in data simulations()
por: Green, Michael J.
Publicado: (2014)

Evaluation of tuberculosis diagnostic test accuracy using Bayesian latent class analysis in the presence of conditional dependence between the diagnostic tests used in a community-based tuberculosis screening study
por: Keter, Alfred Kipyegon, et al.
Publicado: (2023)

Evaluating the Accuracy of Molecular Diagnostic Testing for Canine Visceral Leishmaniasis Using Latent Class Analysis
por: Solcà, Manuela da Silva, et al.
Publicado: (2014)

Evaluating diagnostic tests for bovine tuberculosis in the southern part of Germany: A latent class analysis
por: Pucken, Valerie-Beau, et al.
Publicado: (2017)

Implications of covariate induced test dependence on the diagnostic accuracy of latent class analysis in pulmonary tuberculosis
por: Keter, Alfred Kipyegon, et al.
Publicado: (2022)

Diagnostic Accuracy Estimates for COVID-19 Real-Time Polymerase Chain Reaction and Lateral Flow Immunoassay Tests With Bayesian Latent-Class Models
por: Kostoulas, Polychronis, et al.
Publicado: (2021)

Bayesian latent class analysis produced diagnostic accuracy estimates that were more interpretable than composite reference standards for extrapulmonary tuberculosis tests
por: MacLean, Emily L., et al.
Publicado: (2022)

Accounting for incomplete testing in the estimation of epidemic parameters
por: Betensky, R.A., et al.
Publicado: (2020)

Estimating prevalence and test accuracy in disease ecology: How Bayesian latent class analysis can boost or bias imperfect test results
por: Helman, Sarah K., et al.
Publicado: (2020)

Diagnostic Performance of Various Tests and Criteria Employed in Allergic Bronchopulmonary Aspergillosis: A Latent Class Analysis
por: Agarwal, Ritesh, et al.
Publicado: (2013)

Test characteristics of the tuberculin skin test and post-mortem examination for bovine tuberculosis diagnosis in cattle in Northern Ireland estimated by Bayesian latent class analysis with adjustments for covariates
por: O'Hagan, M. J. H., et al.
Publicado: (2019)

SAFEE: A Debriefing Tool to Identify Latent Conditions in Simulation-based Hospital Design Testing
por: Colman, Nora, et al.
Publicado: (2020)

Estimating Diagnostic Test Accuracies for Brachyspira hyodysenteriae Accounting for the Complexities of Population Structure in Food Animals
por: Hartnack, Sonja, et al.
Publicado: (2014)

Evaluating Diagnostic Tests for Helicobacter pylori Infection Without a Reference Standard: Use of Latent Class Analysis
por: Jekarl, Dong Wook, et al.
Publicado: (2020)

Evaluation of the sensitivity and specificity of three diagnostic tests for Coxiella burnetii infection in cattle and buffaloes in Punjab (India) using Bayesian latent class analysis
por: Meletis, Eleftherios, et al.
Publicado: (2022)

Reevaluating the true diagnostic accuracy of dipstick tests to diagnose urinary tract infection using Bayesian latent class analysis
por: Bafna, Prashant, et al.
Publicado: (2020)

Performance of bovine genital campylobacteriosis diagnostic tests in bulls from Uruguay: a Bayesian latent class model approach
por: Mederos, America, et al.
Publicado: (2021)

Bayesian latent class models for identifying canine visceral leishmaniosis using diagnostic tests in the absence of a gold standard
por: Ozanne, Marie V., et al.
Publicado: (2022)

Latent class evaluation of three serological tests for the diagnosis of human brucellosis in Bangladesh
por: Rahman, A. K. M. A., et al.
Publicado: (2016)

Statistical power of likelihood ratio and Wald tests in latent class models with covariates
por: Gudicha, Dereje W., et al.
Publicado: (2016)

Testing the Motor Simulation Account of Source Errors for Actions in Recall
por: Lange, Nicholas, et al.
Publicado: (2017)

Performance of Three Tests for SARS-CoV-2 on a University Campus Estimated Jointly with Bayesian Latent Class Modeling
por: Perkins, T. Alex, et al.
Publicado: (2022)

Analytical sensitivity of current best-in-class malaria rapid diagnostic tests
por: Jimenez, Alfons, et al.
Publicado: (2017)

A General Latent Class Model for Performance Evaluation of Diagnostic Tests in the Absence of a Gold Standard: An Application to Chagas Disease
por: Pereira, Gilberto de Araujo, et al.
Publicado: (2012)

Different latent class models were used and evaluated for assessing the accuracy of campylobacter diagnostic tests: overcoming imperfect reference standards?
por: Asselineau, J., et al.
Publicado: (2018)

Comparison of the accuracy of three diagnostic criteria and estimating the prevalence of metabolic syndrome: A latent class analysis
por: Ebrahimi, Hossein, et al.
Publicado: (2019)

Evaluating Latent Tuberculosis Infection Test Performance Using Latent Class Analysis in a TB and HIV Endemic Setting
por: Adams, Shahieda, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_e6cas018lb481piahtkusc41on