Literature DB >> 33717762

CAST-HSROC: A Web Application for Calculating the Summary Points of Diagnostic Test Accuracy From the Hierarchical Summary Receiver Operating Characteristic Model.

Masahiro Banno1,2,3, Yasushi Tsujimoto4,5,3, Yan Luo6, Chisato Miyakoshi7, Yuki Kataoka8,9,4,3.   

Abstract

BACKGROUND: Researchers have been advised to report the point estimate of either sensitivity or specificity and its 95% credible interval (CrI) for a fixed specificity or sensitivity value in the summary of findings (SoF) table for diagnostic test accuracy (DTA) when they use the hierarchical summary receiver operating characteristic (HSROC) model. However, there is no other tool that easily calculates the statistics.
RESULTS: We developed the calculator for the summary points from the HSROC model (CAST-HSROC), a web application for calculating the statistics easily. The existing graphical user interface software such as Review Manager and MetaDTA cannot calculate the statistics. Users should check whether convergence is reached before interpreting the results.
CONCLUSIONS: CAST-HSROC can easily calculate the point estimate of either sensitivity or specificity and its 95% CrI for a fixed specificity or sensitivity value on the HSROC model. The application can help to create an SoF table for DTA when systematic reviewers or guideline developers estimate the certainty of evidence on the HSROC model.
Copyright © 2021, Banno et al.

Entities:  

Keywords:  clinical practice guideline; diagnostic test accuracy; grade; systematic reviews

Year:  2021        PMID: 33717762      PMCID: PMC7953362          DOI: 10.7759/cureus.13257

Source DB:  PubMed          Journal:  Cureus        ISSN: 2168-8184


  7 in total

1.  A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations.

Authors:  C M Rutter; C A Gatsonis
Journal:  Stat Med       Date:  2001-10-15       Impact factor: 2.373

2.  Regression methods for meta-analysis of diagnostic test data.

Authors:  C M Rutter; C A Gatsonis
Journal:  Acad Radiol       Date:  1995-03       Impact factor: 3.173

3.  Statistical modelling: essentially, all models are wrong, but some are useful. Review series on statistical modelling.

Authors:  Paco M J Welsing
Journal:  Rheumatology (Oxford)       Date:  2015-05-13       Impact factor: 7.580

4.  Preferred Reporting Items for a Systematic Review and Meta-analysis of Diagnostic Test Accuracy Studies: The PRISMA-DTA Statement.

Authors:  Matthew D F McInnes; David Moher; Brett D Thombs; Trevor A McGrath; Patrick M Bossuyt; Tammy Clifford; Jérémie F Cohen; Jonathan J Deeks; Constantine Gatsonis; Lotty Hooft; Harriet A Hunt; Christopher J Hyde; Daniël A Korevaar; Mariska M G Leeflang; Petra Macaskill; Johannes B Reitsma; Rachel Rodin; Anne W S Rutjes; Jean-Paul Salameh; Adrienne Stevens; Yemisi Takwoingi; Marcello Tonelli; Laura Weeks; Penny Whiting; Brian H Willis
Journal:  JAMA       Date:  2018-01-23       Impact factor: 56.272

5.  GRADE guidelines: 21 part 2. Test accuracy: inconsistency, imprecision, publication bias, and other domains for rating the certainty of evidence and presenting it in evidence profiles and summary of findings tables.

Authors:  Holger J Schünemann; Reem A Mustafa; Jan Brozek; Karen R Steingart; Mariska Leeflang; Mohammad Hassan Murad; Patrick Bossuyt; Paul Glasziou; Roman Jaeschke; Stefan Lange; Joerg Meerpohl; Miranda Langendam; Monica Hultcrantz; Gunn E Vist; Elie A Akl; Mark Helfand; Nancy Santesso; Lotty Hooft; Rob Scholten; Måns Rosen; Anne Rutjes; Mark Crowther; Paola Muti; Heike Raatz; Mohammed T Ansari; John Williams; Regina Kunz; Jeff Harris; Ingrid Arévalo Rodriguez; Mikashmi Kohli; Gordon H Guyatt
Journal:  J Clin Epidemiol       Date:  2020-02-10       Impact factor: 6.437

6.  GRADE guidelines: 21 part 1. Study design, risk of bias, and indirectness in rating the certainty across a body of evidence for test accuracy.

Authors:  Holger J Schünemann; Reem A Mustafa; Jan Brozek; Karen R Steingart; Mariska Leeflang; Mohammad Hassan Murad; Patrick Bossuyt; Paul Glasziou; Roman Jaeschke; Stefan Lange; Joerg Meerpohl; Miranda Langendam; Monica Hultcrantz; Gunn E Vist; Elie A Akl; Mark Helfand; Nancy Santesso; Lotty Hooft; Rob Scholten; Måns Rosen; Anne Rutjes; Mark Crowther; Paola Muti; Heike Raatz; Mohammed T Ansari; John Williams; Regina Kunz; Jeff Harris; Ingrid Arévalo Rodriguez; Mikashmi Kohli; Gordon H Guyatt
Journal:  J Clin Epidemiol       Date:  2020-02-12       Impact factor: 6.437

7.  Development of an interactive web-based tool to conduct and interrogate meta-analysis of diagnostic test accuracy studies: MetaDTA.

Authors:  Suzanne C Freeman; Clareece R Kerby; Amit Patel; Nicola J Cooper; Terry Quinn; Alex J Sutton
Journal:  BMC Med Res Methodol       Date:  2019-04-18       Impact factor: 4.615

  7 in total
  1 in total

1.  Predictive value of computed tomography for short-term mortality in patients with acute respiratory distress syndrome: a systematic review.

Authors:  Hiroyuki Hashimoto; Shota Yamamoto; Hiroaki Nakagawa; Yoshihiro Suido; Shintaro Sato; Erina Tabata; Satoshi Okamori; Takuo Yoshida; Koichi Ando; Shigenori Yoshitake; Yohei Okada
Journal:  Sci Rep       Date:  2022-06-10       Impact factor: 4.996

  1 in total

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