Estimation of diagnostic performance of BSI tests by Bayesian latent class models.

Diagnostic performance of a decision tree model with both training and validation datasets.

Kyoungjune Pak (2590108)
Keunyoung Kim (3626246)
Mi-Hyun Kim (320292)
Jung Seop Eom (667471)
Min Ki Lee (3092682)
Jeong Su Cho (3092688)
Yun Seong Kim (2817676)
Bum Soo Kim (4349929)
Seong Jang Kim (4892224)
In Joo Kim (607350)

February 2018

Diagnostic performance of a decision tree model with both training and validation datasets.</p

Diagnostics for model criticism in Bayesian inference

Young, K.D.S.

January 1989

SIGLEAvailable from British Library Document Supply Centre-DSC:DX196234 / BLDSC - British Library Do...

Results of Bayesian model selection (control condition): Posterior model probability or and model exceedance probabilities .

Andreea O. Diaconescu (625717)
Christoph Mathys (625718)
Lilian A. E. Weber (625719)
Jean Daunizeau (195606)
Lars Kasper (625720)
Ekaterina I. Lomakina (216288)
Ernst Fehr (430950)
Klaas E. Stephan (216293)

September 2014

Results of Bayesian model selection (control condition): Posterior model probability or and mode...

Estimated sensitivity and specificity of six diagnostic tests for enteric fever in 92 febrile patients (95% confidence intervals shown in parenthesis), under a Bayesian latent class modeling approach.

Kamrul Islam (430894)
Md. Abu Sayeed (218341)
Emran Hossen (3175221)
Farhana Khanam (192306)
Richelle C. Charles (192294)
Jason Andrews (157867)
Edward T. Ryan (88542)
Firdausi Qadri (89170)

April 2016

Estimated sensitivity and specificity of six diagnostic tests for enteric fever in 92 febrile pat...

Estimated sensitivity and specificity of four diagnostic tests for cholera in patients (95% credible intervals shown in parenthesis), using a Bayesian latent class modeling approach.

Md. Abu Sayeed (218341)
Kamrul Islam (430894)
Motaher Hossain (3337707)
Noor Jahan Akter (4961776)
Md. Nur Alam (4961779)
Nishat Sultana (616175)
Farhana Khanam (192306)
Meagan Kelly (4961773)
Richelle C. Charles (192294)
Pavol Kováč (585324)
Peng Xu (17962)
Jason R. Andrews (358192)
Stephen B. Calderwood (88541)
Jakia Amin (4961782)
Edward T. Ryan (88542)
Firdausi Qadri (89170)

March 2018

Estimated sensitivity and specificity of four diagnostic tests for cholera in patients (95% credi...

Model comparisons for 5 latent class estimations using 100 parametric bootstrapped likelihood ratio tests.

Jacob J. Crouse (6188990)
Kate M. Chitty (6240428)
Frank Iorfino (6240431)
Django White (384742)
Alissa Nichles (6240434)
Natalia Zmicerevska (6240437)
Adam J. Guastella (309948)
Ahmed A. Moustafa (305066)
Daniel F. Hermens (293906)
Elizabeth M. Scott (384743)
Ian B. Hickie (293903)

January 2019

Model comparisons for 5 latent class estimations using 100 parametric bootstrapped likelihood ratio ...

Bayesian latent class models with conditionally dependent diagnostic tests: A case study

Menten, J
Boelaert, M
Lesaffre, Emmanuel

January 2008

In the assessment of the accuracy of diagnostic tests for infectious diseases, the true disease stat...

Performance comparison of Bayesian network classifiers using validation dataset.

Behrouz Ehsani-Moghaddam (6103097)
John A. Queenan (6103100)
Jennifer MacKenzie (75870)
Richard V. Birtwhistle (6103103)

December 2018

Performance comparison of Bayesian network classifiers using validation dataset.</p

Average posterior probability of the 5 latent class, logarithmic model specification.

Clarence Tee (14486026)
Haiyan Xu (148626)
Xiuju Fu (155367)
Di Cui (1317405)
Tazeen H. Jafar (9551729)
Yong Mong Bee (9267630)

January 2023

Average posterior probability of the 5 latent class, logarithmic model specification.</p

Mean of the posterior probabilities of belonging to each latent class in the model for Δmean.bpm.

Federica Cugnata (5983043)
Riccardo Maria Martoni (5983046)
Manuela Ferrario (707527)
Clelia Di Serio (94300)
Chiara Brombin (393453)

November 2018

Mean of the posterior probabilities of belonging to each latent class in the model for Δmean.bpm.</p

Summary of the characteristics and predicted diagnostic performance of the ISKNV TaqMan qPCR (this study), RSIV TaqMan qPCR, and ISKNV SYBR Green qPCR assays using a Bayesian latent class analysis with a 95% confidence interval (CI).

Samantha A. Koda (14564549)
Kuttichantran Subramaniam (9981904)
Paul M. Hick (14564552)
Evelyn Hall (3097734)
Thomas B. Waltzek (8307945)
Joy A. Becker (12870224)

February 2023

Summary of the characteristics and predicted diagnostic performance of the ISKNV TaqMan qPCR (this s...

A General Latent Class Model for Performance Evaluation of Diagnostic Tests in the Absence of a Gold Standard: An Application to Chagas Disease

Pereira, Gilberto de Araújo
Louzada, Francisco
Barbosa, Valdirene de Fátima
Silva, Márcia Maria Ferreira da
Souza, Helio Moraes de

January 2012

We propose a new general Bayesian latent class model for evaluation of the performance of multiple d...

Estimates from the Posterior Distributions of the Parameters for the binary logistic model for Prescription.

Xueni Pan (172903)
Mel Slater (42837)
Alejandro Beacco (2147371)
Xavi Navarro (2147380)
Anna I. Bellido Rivas (2147389)
David Swapp (42840)
Joanna Hale (2147386)
Paul Alexander George Forbes (2147383)
Catrina Denvir (2147374)
Antonia F. de C. Hamilton (512584)
Sylvie Delacroix (2147377)

February 2016

Estimates from the Posterior Distributions of the Parameters for the binary logistic model for Pr...

Testing Six Subsequent Latent Class Analysis Models.

Sergio E. Starkstein (492982)
Wendy A. Davis (394242)
Milan Dragovic (659024)
Violetta Cetrullo (492981)
Timothy M. E. Davis (112260)
David G. Bruce (492980)

November 2014

* Information criteria evaluating the quality of latent class solution: L2 - The likelihood-ratio...

Bayesian methods to estimate the accuracy of diagnostic tests in meta-analysis models.

Knorr, Jack S.

September 2014

With the growing number of studies looking at the performance of diagnostic tests, combining the st...

Diagnostic performance of a decision tree model with both training and validation datasets.

Kyoungjune Pak (2590108)
Keunyoung Kim (3626246)
Mi-Hyun Kim (320292)
Jung Seop Eom (667471)
Min Ki Lee (3092682)
Jeong Su Cho (3092688)
Yun Seong Kim (2817676)
Bum Soo Kim (4349929)
Seong Jang Kim (4892224)
In Joo Kim (607350)

February 2018

Diagnostic performance of a decision tree model with both training and validation datasets.</p

Diagnostics for model criticism in Bayesian inference

Young, K.D.S.

January 1989

SIGLEAvailable from British Library Document Supply Centre-DSC:DX196234 / BLDSC - British Library Do...

Results of Bayesian model selection (control condition): Posterior model probability or and model exceedance probabilities .

Andreea O. Diaconescu (625717)
Christoph Mathys (625718)
Lilian A. E. Weber (625719)
Jean Daunizeau (195606)
Lars Kasper (625720)
Ekaterina I. Lomakina (216288)
Ernst Fehr (430950)
Klaas E. Stephan (216293)

September 2014

Results of Bayesian model selection (control condition): Posterior model probability or and mode...

Estimated sensitivity and specificity of six diagnostic tests for enteric fever in 92 febrile patients (95% confidence intervals shown in parenthesis), under a Bayesian latent class modeling approach.

Kamrul Islam (430894)
Md. Abu Sayeed (218341)
Emran Hossen (3175221)
Farhana Khanam (192306)
Richelle C. Charles (192294)
Jason Andrews (157867)
Edward T. Ryan (88542)
Firdausi Qadri (89170)

April 2016

Estimated sensitivity and specificity of six diagnostic tests for enteric fever in 92 febrile pat...

Estimated sensitivity and specificity of four diagnostic tests for cholera in patients (95% credible intervals shown in parenthesis), using a Bayesian latent class modeling approach.

Md. Abu Sayeed (218341)
Kamrul Islam (430894)
Motaher Hossain (3337707)
Noor Jahan Akter (4961776)
Md. Nur Alam (4961779)
Nishat Sultana (616175)
Farhana Khanam (192306)
Meagan Kelly (4961773)
Richelle C. Charles (192294)
Pavol Kováč (585324)
Peng Xu (17962)
Jason R. Andrews (358192)
Stephen B. Calderwood (88541)
Jakia Amin (4961782)
Edward T. Ryan (88542)
Firdausi Qadri (89170)

March 2018

Estimated sensitivity and specificity of four diagnostic tests for cholera in patients (95% credi...

Model comparisons for 5 latent class estimations using 100 parametric bootstrapped likelihood ratio tests.

Jacob J. Crouse (6188990)
Kate M. Chitty (6240428)
Frank Iorfino (6240431)
Django White (384742)
Alissa Nichles (6240434)
Natalia Zmicerevska (6240437)
Adam J. Guastella (309948)
Ahmed A. Moustafa (305066)
Daniel F. Hermens (293906)
Elizabeth M. Scott (384743)
Ian B. Hickie (293903)

January 2019

Model comparisons for 5 latent class estimations using 100 parametric bootstrapped likelihood ratio ...

Bayesian latent class models with conditionally dependent diagnostic tests: A case study

Menten, J
Boelaert, M
Lesaffre, Emmanuel

January 2008

In the assessment of the accuracy of diagnostic tests for infectious diseases, the true disease stat...

Performance comparison of Bayesian network classifiers using validation dataset.

Behrouz Ehsani-Moghaddam (6103097)
John A. Queenan (6103100)
Jennifer MacKenzie (75870)
Richard V. Birtwhistle (6103103)

December 2018

Performance comparison of Bayesian network classifiers using validation dataset.</p

Average posterior probability of the 5 latent class, logarithmic model specification.

Clarence Tee (14486026)
Haiyan Xu (148626)
Xiuju Fu (155367)
Di Cui (1317405)
Tazeen H. Jafar (9551729)
Yong Mong Bee (9267630)

January 2023

Average posterior probability of the 5 latent class, logarithmic model specification.</p

Mean of the posterior probabilities of belonging to each latent class in the model for Δmean.bpm.

Federica Cugnata (5983043)
Riccardo Maria Martoni (5983046)
Manuela Ferrario (707527)
Clelia Di Serio (94300)
Chiara Brombin (393453)

November 2018

Mean of the posterior probabilities of belonging to each latent class in the model for Δmean.bpm.</p

Summary of the characteristics and predicted diagnostic performance of the ISKNV TaqMan qPCR (this study), RSIV TaqMan qPCR, and ISKNV SYBR Green qPCR assays using a Bayesian latent class analysis with a 95% confidence interval (CI).

Samantha A. Koda (14564549)
Kuttichantran Subramaniam (9981904)
Paul M. Hick (14564552)
Evelyn Hall (3097734)
Thomas B. Waltzek (8307945)
Joy A. Becker (12870224)

February 2023

Summary of the characteristics and predicted diagnostic performance of the ISKNV TaqMan qPCR (this s...

A General Latent Class Model for Performance Evaluation of Diagnostic Tests in the Absence of a Gold Standard: An Application to Chagas Disease

Pereira, Gilberto de Araújo
Louzada, Francisco
Barbosa, Valdirene de Fátima
Silva, Márcia Maria Ferreira da
Souza, Helio Moraes de

January 2012

We propose a new general Bayesian latent class model for evaluation of the performance of multiple d...

Estimates from the Posterior Distributions of the Parameters for the binary logistic model for Prescription.

Xueni Pan (172903)
Mel Slater (42837)
Alejandro Beacco (2147371)
Xavi Navarro (2147380)
Anna I. Bellido Rivas (2147389)
David Swapp (42840)
Joanna Hale (2147386)
Paul Alexander George Forbes (2147383)
Catrina Denvir (2147374)
Antonia F. de C. Hamilton (512584)
Sylvie Delacroix (2147377)

February 2016

Estimates from the Posterior Distributions of the Parameters for the binary logistic model for Pr...

Testing Six Subsequent Latent Class Analysis Models.

Sergio E. Starkstein (492982)
Wendy A. Davis (394242)
Milan Dragovic (659024)
Violetta Cetrullo (492981)
Timothy M. E. Davis (112260)
David G. Bruce (492980)

November 2014

* Information criteria evaluating the quality of latent class solution: L2 - The likelihood-ratio...

Bayesian methods to estimate the accuracy of diagnostic tests in meta-analysis models.

Knorr, Jack S.

September 2014

With the growing number of studies looking at the performance of diagnostic tests, combining the st...

Diagnostic performance of a decision tree model with both training and validation datasets.

Kyoungjune Pak (2590108)
Keunyoung Kim (3626246)
Mi-Hyun Kim (320292)
Jung Seop Eom (667471)
Min Ki Lee (3092682)
Jeong Su Cho (3092688)
Yun Seong Kim (2817676)
Bum Soo Kim (4349929)
Seong Jang Kim (4892224)
In Joo Kim (607350)

February 2018

Diagnostic performance of a decision tree model with both training and validation datasets.</p

Diagnostics for model criticism in Bayesian inference

Young, K.D.S.

January 1989

SIGLEAvailable from British Library Document Supply Centre-DSC:DX196234 / BLDSC - British Library Do...

Results of Bayesian model selection (control condition): Posterior model probability or and model exceedance probabilities .

Andreea O. Diaconescu (625717)
Christoph Mathys (625718)
Lilian A. E. Weber (625719)
Jean Daunizeau (195606)
Lars Kasper (625720)
Ekaterina I. Lomakina (216288)
Ernst Fehr (430950)
Klaas E. Stephan (216293)

September 2014

Results of Bayesian model selection (control condition): Posterior model probability or and mode...

Estimation of diagnostic performance of BSI tests by Bayesian latent class models.

Abstract

Extracted data

Estimation of diagnostic performance of BSI tests by Bayesian latent class models.

Abstract

Extracted data

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