S
Study
Academic Library
Search
Shelves
Open access
My library
Review
Karel G.M. Moons · Study
Home
/
Author
Karel G.M. Moons
72 works
· latest 2025
· 5 institutions
cluster: provisional
ORCID 0000-0003-2118-004X
Works
60 shown
The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence
Nature Medicine
·
2025
·
43 authors
·
Open access
389
citations
PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods
BMJ
·
2025
·
27 authors
·
Open access
1,019
citations
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
BMJ
·
2024
·
32 authors
·
Open access
4,531
citations
Transparent reporting of multivariable prediction models for individual prognosis or diagnosis: checklist for systematic reviews and meta-analyses (TRIPOD-SRMA)
BMJ
·
2023
·
10 authors
·
review
·
Open access
198
citations
Systematic review finds “spin” practices and poor reporting standards in studies on machine learning-based prediction models
Journal of Clinical Epidemiology
·
2023
·
11 authors
·
review
·
Open access
65
citations
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review
Journal of Clinical Epidemiology
·
2023
·
12 authors
·
review
·
Open access
41
citations
PRISMA AI reporting guidelines for systematic reviews and meta-analyses on AI in healthcare
Nature Medicine
·
2023
·
24 authors
·
review
·
Open access
136
citations
How to conduct a systematic review and meta-analysis of prognostic model studies
Clinical Microbiology and Infection
·
2022
·
4 authors
·
review
·
Open access
113
citations
Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review
BMC Medical Research Methodology
·
2022
·
11 authors
·
review
·
Open access
126
citations
Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence
BMJ Open
·
2021
·
13 authors
·
Open access
851
citations
Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved
Journal of Clinical Epidemiology
·
2021
·
12 authors
·
review
·
Open access
110
citations
Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol
BMJ Open
·
2021
·
30 authors
·
Open access
331
citations
Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques
BMJ Open
·
2020
·
11 authors
·
review
·
Open access
84
citations
TRIPOD statement: a preliminary pre-post analysis of reporting and methods of prediction models
BMJ Open
·
2020
·
10 authors
·
Open access
90
citations
Transparent Reporting of Multivariable Prediction Models in Journal and Conference Abstracts: TRIPOD for Abstracts
Annals of Internal Medicine
·
2020
·
8 authors
·
Open access
70
citations
Individual participant data meta‐analysis to examine interactions between treatment effect and participant‐level covariates: Statistical recommendations for conduct and planning
Statistics in Medicine
·
2020
·
12 authors
·
Open access
177
citations
Individual participant data meta‐analysis of intervention studies with time‐to‐event outcomes: A review of the methodology and an applied example
Research Synthesis Methods
·
2019
·
7 authors
·
review
·
Open access
103
citations
Uniformity in measuring adherence to reporting guidelines: the example of TRIPOD for assessing completeness of reporting of prediction model studies
BMJ Open
·
2019
·
9 authors
·
Open access
112
citations
A guide to systematic review and meta-analysis of prognostic factor studies
BMJ
·
2019
·
9 authors
·
review
·
Open access
753
citations
PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies
Annals of Internal Medicine
·
2018
·
9 authors
·
Open access
2,953
citations
PROBAST: A Tool to Assess Risk of Bias and Applicability of Prediction Model Studies: Explanation and Elaboration
Annals of Internal Medicine
·
2018
·
9 authors
·
Open access
1,663
citations
Implementing systematic reviews of prognosis studies in Cochrane
Cochrane Database of Systematic Reviews
·
2018
·
6 authors
·
review
·
Open access
82
citations
A framework for meta-analysis of prediction model studies with binary and time-to-event outcomes
Statistical Methods in Medical Research
·
2018
·
8 authors
·
review
·
Open access
278
citations
Poor reporting of multivariable prediction model studies: towards a targeted implementation strategy of the TRIPOD statement
BMC Medicine
·
2018
·
9 authors
·
Open access
147
citations
Concerns about composite reference standards in diagnostic research
BMJ
·
2018
·
7 authors
·
Open access
51
citations
Detecting small‐study effects and funnel plot asymmetry in meta‐analysis of survival data: A comparison of new and existing tests
Research Synthesis Methods
·
2017
·
3 authors
·
Open access
212
citations
A guide to systematic review and meta-analysis of prediction model performance
BMJ
·
2017
·
8 authors
·
review
·
Open access
652
citations
An overview of methods for network meta-analysis using individual participant data: when do benefits arise?
Statistical Methods in Medical Research
·
2016
·
7 authors
·
Open access
83
citations
Anticipating missing reference standard data when planning diagnostic accuracy studies
BMJ
·
2016
·
6 authors
·
Open access
50
citations
Assessing variability in results in systematic reviews of diagnostic studies
BMC Medical Research Methodology
·
2016
·
9 authors
·
review
·
Open access
40
citations
GetReal in network meta‐analysis: a review of the methodology
Research Synthesis Methods
·
2016
·
9 authors
·
review
·
Open access
401
citations
Individual Participant Data (IPD) Meta-analyses of Diagnostic and Prognostic Modeling Studies: Guidance on Their Use
PLoS Medicine
·
2015
·
5 authors
·
Open access
129
citations
Get real in individual participant data (IPD) meta‐analysis: a review of the methodology
Research Synthesis Methods
·
2015
·
7 authors
·
review
·
Open access
348
citations
New Guideline for the Reporting of Studies Developing, Validating, or Updating a Multivariable Clinical Prediction Model
Advances in Anatomic Pathology
·
2015
·
4 authors
·
Open access
139
citations
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD)
Annals of Internal Medicine
·
2015
·
4 authors
·
Open access
492
citations
Multivariate meta-analysis of individual participant data helped externally validate the performance and implementation of a prediction model
Journal of Clinical Epidemiology
·
2015
·
7 authors
·
review
·
Open access
75
citations
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD Statement
British journal of surgery
·
2015
·
4 authors
·
review
·
Open access
885
citations
Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis ( TRIPOD ): the TRIPOD statement
BJOG An International Journal of Obstetrics & Gynaecology
·
2015
·
4 authors
137
citations
Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD statement
Journal of Clinical Epidemiology
·
2015
·
4 authors
·
Open access
328
citations
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement
BMJ
·
2015
·
4 authors
·
review
·
Open access
4,367
citations
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration
Annals of Internal Medicine
·
2015
·
9 authors
·
Open access
5,114
citations
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement
Annals of Internal Medicine
·
2015
·
4 authors
·
Open access
3,229
citations
Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD)
Circulation
·
2015
·
4 authors
·
Open access
791
citations
Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD): The TRIPOD Statement
European Urology
·
2015
·
4 authors
·
Open access
439
citations
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis ( TRIPOD ): the TRIPOD S tatement
European Journal of Clinical Investigation
·
2015
·
4 authors
·
Open access
58
citations
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): The TRIPOD statement
British Journal of Cancer
·
2015
·
4 authors
·
Open access
3,296
citations
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD Statement
BMC Medicine
·
2015
·
4 authors
·
Open access
1,920
citations
Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies: The CHARMS Checklist
PLoS Medicine
·
2014
·
8 authors
·
review
·
Open access
2,012
citations
Improving the Transparency of Prognosis Research: The Role of Reporting, Data Sharing, Registration, and Protocols
PLoS Medicine
·
2014
·
11 authors
·
Open access
152
citations
Developing and validating risk prediction models in an individual participant data meta-analysis
BMC Medical Research Methodology
·
2014
·
4 authors
·
review
·
Open access
105
citations
Latent Class Models in Diagnostic Studies When There is No Reference Standard--A Systematic Review
American Journal of Epidemiology
·
2013
·
5 authors
·
review
217
citations
Value of composite reference standards in diagnostic research
BMJ
·
2013
·
6 authors
·
Open access
105
citations
Use of Expert Panels to Define the Reference Standard in Diagnostic Research: A Systematic Review of Published Methods and Reporting
PLoS Medicine
·
2013
·
8 authors
·
review
·
Open access
158
citations
Evaluating Diagnostic Accuracy in the Face of Multiple Reference Standards
Annals of Internal Medicine
·
2013
·
5 authors
43
citations
Individual participant data meta-analyses should not ignore clustering
Journal of Clinical Epidemiology
·
2013
·
7 authors
·
Open access
130
citations
Individual Participant Data Meta-Analysis for a Binary Outcome: One-Stage or Two-Stage?
PLoS ONE
·
2013
·
5 authors
·
review
·
Open access
201
citations
Systematic Reviews of Studies Quantifying the Accuracy of Diagnostic Tests and Markers
Clinical Chemistry
·
2012
·
4 authors
·
review
63
citations
Quantifying the Accuracy of a Diagnostic Test or Marker
Clinical Chemistry
·
2012
·
4 authors
·
review
167
citations
Aggregating published prediction models with individual participant data: a comparison of different approaches
Statistics in Medicine
·
2012
·
5 authors
60
citations
Beyond Diagnostic Accuracy: The Clinical Utility of Diagnostic Tests
Clinical Chemistry
·
2012
·
4 authors
330
citations