Literature DB >> 12781397

Systematic reviews with individual patient data meta-analysis to evaluate diagnostic tests.

Khalid S Khan1, Lucas M Bachmann, Gerben ter Riet.   

Abstract

Systematic literature reviews with meta-analysis of reported data in diagnostic research studies about the accuracy of tests assist clinicians in decision-making. However, there are limitations to this approach as the analysis of such data often does not allow reviewers to explore the diagnostic information gained from combinations of tests. In recent years meta-analysis of individual patient data (IPD) has been introduced as gold standard analytic approach in systematic reviews of randomised controlled trials. Application of IPD meta-analysis in systematic reviews of diagnostic tests can allow advanced analysis to decipher the real value of testing. In particular, the additional information provided by testing can be examined in light of the information already known from history and examination. To our knowledge there are no IPD meta-analyses in diagnostic research so far. This commentary aims to highlight the benefits of IPD meta-analysis in the diagnostic domain and demonstrates how strategies for diagnostic work-up of women with postmenopausal bleeding could be improved using this approach in systematic reviews of diagnostic research on accuracy of ultrasound and hysteroscopy.

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Year:  2003        PMID: 12781397     DOI: 10.1016/s0301-2115(03)00098-8

Source DB:  PubMed          Journal:  Eur J Obstet Gynecol Reprod Biol        ISSN: 0301-2115            Impact factor:   2.435


  11 in total

1.  Bayesian inference for multivariate meta-analysis Box-Cox transformation models for individual patient data with applications to evaluation of cholesterol-lowering drugs.

Authors:  Sungduk Kim; Ming-Hui Chen; Joseph G Ibrahim; Arvind K Shah; Jianxin Lin
Journal:  Stat Med       Date:  2013-04-12       Impact factor: 2.373

Review 2.  Strength of association between umbilical cord pH and perinatal and long term outcomes: systematic review and meta-analysis.

Authors:  Gemma L Malin; Rachel K Morris; Khalid S Khan
Journal:  BMJ       Date:  2010-05-13

3.  The strengths and limitations of meta-analyses based on aggregate data.

Authors:  Gary H Lyman; Nicole M Kuderer
Journal:  BMC Med Res Methodol       Date:  2005-04-25       Impact factor: 4.615

Review 4.  When is birthweight at term (≥37 weeks' gestation) abnormally low? A systematic review and meta-analysis of the prognostic and predictive ability of current birthweight standards for childhood and adult outcomes.

Authors:  G L Malin; R K Morris; R D Riley; M J Teune; K S Khan
Journal:  BJOG       Date:  2015-01-20       Impact factor: 6.531

5.  C-reactive protein and white blood cell count as triage test between urgent and nonurgent conditions in 2961 patients with acute abdominal pain.

Authors:  Sarah L Gans; Jasper J Atema; Jaap Stoker; Boudewijn R Toorenvliet; Helena Laurell; Marja A Boermeester
Journal:  Medicine (Baltimore)       Date:  2015-03       Impact factor: 1.889

Review 6.  When is birthweight at term abnormally low? A systematic review and meta-analysis of the association and predictive ability of current birthweight standards for neonatal outcomes.

Authors:  G L Malin; R K Morris; R Riley; M J Teune; K S Khan
Journal:  BJOG       Date:  2014-01-08       Impact factor: 6.531

7.  A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies.

Authors:  Livia Faes; Xiaoxuan Liu; Siegfried K Wagner; Dun Jack Fu; Konstantinos Balaskas; Dawn A Sim; Lucas M Bachmann; Pearse A Keane; Alastair K Denniston
Journal:  Transl Vis Sci Technol       Date:  2020-02-12       Impact factor: 3.283

8.  Individual patient data meta-analysis of diagnostic and prognostic studies in obstetrics, gynaecology and reproductive medicine.

Authors:  Kimiko A Broeze; Brent C Opmeer; Lucas M Bachmann; Frank J Broekmans; Patrick M M Bossuyt; Sjors F P J Coppus; Neil P Johnson; Khalid S Khan; Gerben ter Riet; Fulco van der Veen; Madelon van Wely; Ben W J Mol
Journal:  BMC Med Res Methodol       Date:  2009-03-27       Impact factor: 4.615

9.  Diagnostic strategies for postmenopausal bleeding.

Authors:  M C Breijer; A Timmermans; H C van Doorn; B W J Mol; B C Opmeer
Journal:  Obstet Gynecol Int       Date:  2010-02-04

Review 10.  Predicting infectious complications in neutropenic children and young people with cancer (IPD protocol).

Authors:  Robert S Phillips; Alex J Sutton; Richard D Riley; Julia C Chisholm; Susan V Picton; Lesley A Stewart
Journal:  Syst Rev       Date:  2012-02-09
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