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Professor Gary S. Collins · Study
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Author
Professor Gary S. Collins
79 works
· latest 2025
· 8 institutions
cluster: provisional
ORCID 0000-0002-2772-2316
Works
60 shown
The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence
Nature Medicine
·
2025
·
43 authors
·
Open access
389
citations
SPIRIT 2025 statement: updated guideline for protocols of randomised trials
BMJ
·
2025
·
38 authors
·
Open access
450
citations
SPIRIT 2025 explanation and elaboration: updated guideline for protocols of randomised trials
BMJ
·
2025
·
37 authors
·
Open access
168
citations
SPIRIT 2025 statement: updated guideline for protocols of randomized trials
Nature Medicine
·
2025
·
37 authors
·
review
·
Open access
134
citations
SPIRIT 2025 statement: updated guideline for protocols of randomised trials
The Lancet
·
2025
·
37 authors
·
review
·
Open access
107
citations
SPIRIT 2025 Statement
JAMA
·
2025
·
37 authors
·
Open access
100
citations
SPIRIT 2025 statement: Updated guideline for protocols of randomised trials
PLoS Medicine
·
2025
·
38 authors
·
Open access
68
citations
CONSORT 2025 statement: updated guideline for reporting randomised trials
BMJ
·
2025
·
38 authors
·
Open access
1,155
citations
CONSORT 2025 statement: updated guideline for reporting randomised trials
The Lancet
·
2025
·
37 authors
·
review
·
Open access
498
citations
CONSORT 2025 Statement
JAMA
·
2025
·
37 authors
·
Open access
393
citations
CONSORT 2025 statement: updated guideline for reporting randomized trials
Nature Medicine
·
2025
·
37 authors
·
review
·
Open access
290
citations
CONSORT 2025 explanation and elaboration: updated guideline for reporting randomised trials
BMJ
·
2025
·
38 authors
·
Open access
203
citations
CONSORT 2025 statement: Updated guideline for reporting randomised trials
PLoS Medicine
·
2025
·
38 authors
·
Open access
137
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
TOP 2025: An Update to the Transparency and Openness Promotion Guidelines
·
2025
·
18 authors
·
preprint
·
Open access
27
citations
Reporting of surrogate endpoints in randomised controlled trial reports (CONSORT-Surrogate): extension checklist with explanation and elaboration
BMJ
·
2024
·
35 authors
·
Open access
53
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
Methods used to develop the SPIRIT 2024 and CONSORT 2024 Statements
Journal of Clinical Epidemiology
·
2024
·
10 authors
·
Open access
41
citations
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines
Nature Communications
·
2024
·
21 authors
·
review
·
Open access
55
citations
Publishers’ and journals’ instructions to authors on use of generative artificial intelligence in academic and scientific publishing: bibliometric analysis
BMJ
·
2024
·
8 authors
·
Open access
259
citations
Open access journal publication in health and medical research and open science: benefits, challenges and limitations
BMJ Evidence-Based Medicine
·
2023
·
5 authors
·
Open access
50
citations
Evidence of questionable research practices in clinical prediction models
BMC Medicine
·
2023
·
4 authors
·
Open access
140
citations
ChatGPT: standard reporting guidelines for responsible use
Nature
·
2023
·
3 authors
56
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
Reporting guidelines used varying methodology to develop recommendations
Journal of Clinical Epidemiology
·
2023
·
12 authors
·
Open access
59
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
An update to SPIRIT and CONSORT reporting guidelines to enhance transparency in randomized trials
Nature Medicine
·
2022
·
10 authors
·
Open access
126
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
A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI
Nature Medicine
·
2021
·
38 authors
·
Open access
265
citations
A Guideline for Reporting Mediation Analyses of Randomized Trials and Observational Studies
JAMA
·
2021
·
20 authors
·
Open access
554
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
Methodology over metrics: current scientific standards are a disservice to patients and society
Journal of Clinical Epidemiology
·
2021
·
5 authors
·
Open access
105
citations
A CHecklist for statistical Assessment of Medical Papers (the CHAMP statement): explanation and elaboration
British Journal of Sports Medicine
·
2021
·
7 authors
·
Open access
266
citations
CHecklist for statistical Assessment of Medical Papers: the CHAMP statement
British Journal of Sports Medicine
·
2021
·
7 authors
·
editorial
·
Open access
80
citations
Reporting of methodological studies in health research: a protocol for the development of the MethodologIcal STudy reportIng Checklist (MISTIC)
BMJ Open
·
2020
·
21 authors
·
Open access
72
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
TIDieR-Placebo: A guide and checklist for reporting placebo and sham controls
PLoS Medicine
·
2020
·
17 authors
·
Open access
130
citations
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension
The Lancet Digital Health
·
2020
·
37 authors
·
review
·
Open access
552
citations
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension
The Lancet Digital Health
·
2020
·
38 authors
·
review
·
Open access
483
citations
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension
Nature Medicine
·
2020
·
37 authors
·
review
·
Open access
1,396
citations
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension
Nature Medicine
·
2020
·
38 authors
·
review
·
Open access
785
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
Reporting guideline checklists are not quality evaluation forms: they are guidance for writing
Health Science Reports
·
2020
·
4 authors
·
Open access
93
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
The Reporting Items for Patent Landscapes statement
Nature Biotechnology
·
2018
·
6 authors
·
Open access
45
citations
Overinterpretation and misreporting of prognostic factor studies in oncology: a systematic review
British Journal of Cancer
·
2018
·
15 authors
·
review
·
Open access
36
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
Justify your alpha
Nature Human Behaviour
·
2018
·
87 authors
·
Open access
478
citations
Consequences of relying on statistical significance: Some illustrations
European Journal of Clinical Investigation
·
2018
·
4 authors
44
citations
Correction: Guidelines for Accurate and Transparent Health Estimates Reporting: the GATHER statement
PLoS Medicine
·
2016
·
18 authors
·
other
·
Open access
36
citations
Guidelines for Accurate and Transparent Health Estimates Reporting: the GATHER statement
The Lancet
·
2016
·
18 authors
·
Open access
1,791
citations