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G

Gary S. Collins

university of birmingham

122H-index
816Paper Count
8.5WCitation Count
Published Papers 358
Publication Date
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TOP 2025: An update to the Transparency and Openness Promotion Guidelines
errResearch Integrity and Peer Review
IF10.7
err2026-08-05
err0
errOAAI
errSean Grant; Katherine S. Corker; David Mellor; Suzanne L. K. Stewart; Evan Mayo-Wilson; Aidan G. Cashin; Malgorzata Lagisz; David Moher; Daniel Umpierre; Virginia Barbour; Stuart Buck; Gary S. Collins; Haley F. Hazlett; Iain Hrynaszkiewicz; Carole J. Lee; Timothy H. Parker; Melissa L. Rethlefsen; Elaine Toomey; Brian A. Nosek
errShare
errSave
Author Correction: The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence
errNature Medicine
IF50
err2026-07-13
err0
PREAI
errViknesh Sounderajah; Ahmad Guni; Xiaoxuan Liu; Gary S. Collins; Alan Karthikesalingam; Sheraz R. Markar; Robert M. Golub; Alastair K. Denniston; Shravya Shetty; David Moher; Patrick M. Bossuyt; Ara Darzi; Hutan Ashrafian
errShare
errSave
Real-world obesity prevalence and history in 79 271 patients receiving systemic anticancer therapy across 13 cancer types in England (2013-2023)
errESMO Real World Data and Digital Oncology
IF0
err2026-06-01
err0
errOAAI
errPerletta, V.; Kulkarni, S.; Wang, Z.; Tomlinson, J. W.; Hippisley-Cox, J.; Collins, G. S.; Clift, A. K.; Dodwell, D.; Lord, S. R.
errShare
errSave
Critical appraisal of fairness metrics for artificial intelligence-based clinical prediction models: a scoping review
errThe Lancet Digital Health
IF0
err2026-05-28
err0
errOAAI
errJoão Matos; Ben Van Calster; Leo Anthony Celi; Paula Dhiman; Judy Wawira Gichoya; Richard D Riley; Chris Russell; Sara Khalid; Gary S Collins
errShare
errSave
Development and external validation of prediction models for major osteoporotic fracture and hip fracture in people with intellectual disability
errOsteoporosis International
IF5.4
err2026-04-20
err0
errOAAI
errMargaret Smith; Jan Roast; Gary S. Collins; Tim A. Holt; Valeria Frighi
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errSave
A decomposition of Fisher's information to inform sample size for developing or updating fair and precise clinical prediction models - part 3: continuous outcomes
errDiagnostic and Prognostic Research
IF2.6
err2026-04-13
err1
PREAI
errWhittle, Rebecca; Riley, Richard D.; Archer, Lucinda; Collins, Gary S.; Legha, Amardeep; Snell, Kym I. E.; Ensor, Joie
errShare
errSave
Limited consensus in expert opinions on studies evaluating the design, conduct, analysis, or reporting of health research: a survey study
errJournal of Clinical Epidemiology
IF5.2
err2026-03-20
err0
PREAI
errJessyca Matos Silva; João Pedro Lima; Daeria Lawson; Agatha Nyambi; Behnam Sadeghirad; Carmen Logie; David Moher; Dawid Pieper; Gary Collins; Gordon Guyatt; Harriette Van Spall; Juan Victor Ariel Franco; Lehana Thabane; Livia Puljak; M. Hassan Murad; Meredith Vanstone; Peter Tugwell; Stefan Schandelmaier; Vivian Welch; Zainab Samaan
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errSave
Adiposity rebound and height velocity in patients with congenital adrenal hyperplasia
errEuropean Journal of Endocrinology
IF5.2
err2026-03-13
err0
errOAAI
errNeil R Lawrence; Irina Bacila; Joseph Tonge; Chamila Balagamage; Jeremy Dawson; Gary S Collins; Zi-Qiang Lang; Jillian Bryce; Malika Alimussina; Minglu Chen; Salma R Ali; Nadia Amin; Nermine H Amr; Fathima A Anverdeen; Tânia Bachega; Magdalena Banaszak-Ziemska; Federico Baronio; Niels Holtum Birkebæk; Walter Bonfig; María Clemente-León; Martine Cools; Justin H Davies; Liat de Vries; Christiaan de Bruin; Heba Elsedfy; Christa E Flück; Antony Fu; Gabriella Gazdagh; Alina German; Evelien Gevers; Evgenia Globa; Ayla Güven; Sabine E Hannema; Violeta Iotova; Dominika Janus; Hayat El Kaddouri; Hetty J van der Kamp; Ruth Krone; Nina Lenherr-Taube; Otilia Marginean; Renata Markosyan; Inas Mazen; Harriet Miles; Mirela Costa de Miranda; Klaus L Mohnike; Cheryl Morris; Anuja Natarajan; Uta Neumann; Marek Niedziela; Rita Ortolano; Alegria Ferri Perez; Şükran Poyrazoğlu; Ursina Probst-Scheidegger; Tabitha Randell; D Aled Rees; Gianni Russo; Mariacarolina Salerno; Luisa De Sanctis; Valérie Schwitzgebel Luscher; Sumudu Nimali Seneviratne; Savitha Shenoy; Margarett Shnorhavorian; Marianna Rita Stancampiano; Rieko Tadokoro-Cuccaro; Ajay Thankamony; Agustini Utari; Ana Vieites; Malgorzata Wasniewska; Diego Yeste; Jeremy W Tomlinson; S Faisal Ahmed; Nils Krone; null
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errSave
Protocol for development of a reporting guideline (TRIPOD-Code) for code repositories associated with diagnostic and prognostic prediction model studies
errDiagnostic and Prognostic Research
IF2.6
err2026-02-10
err0
errOAAI
errPollard, Tom; Sounack, Thomas; Gao, Catherine A.; Celi, Leo Anthony; Lindvall, Charlotta; Lee, Hyeonhoon; Lee, Hyung-Chul; Moons, Karel G. M.; Collins, Gary S.
errShare
errSave
Reporting Completeness of Systematic Reviews of Nutrition or Diet-Related Randomised Controlled Trials: A Meta-Research on Adherence to PRISMA Items
errNutrition Reviews
IF4.9
err2026-01-01
err2
PREAI
errSilva, Flavia Moraes; Adegboye, Amanda Rodrigues Amorim; Curioni, Cintia; Gomes, Fabio; Collins, Gary S.; Kac, Gilberto; Cook, Jonathan; Ismail, Leila Cheikh; Page, Matthew J.; Khandpur, Neha; Lamb, Sarah; Hopewell, Sally; Kirtley, Shona; Bernardes, Simone; Durao, Solange; Vorland, Colby J.; Rebelo, Fernanda; Tibaes, Jenneffer Rayane Braga; Fink, Jaqueline da Silva; Tunn, Ruth; Cardoso, Rafaella Brunetta; Duarte, Camila Kummel; Stello, Bruna Barbosa; Frenzel, Aline; Naude, Celeste; Zanella, Priscila Berti; Schlussel, Michael
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errSave
Adherence to TRIPOD+AI guideline: An updated reporting assessment tool
errJournal of Clinical Epidemiology
IF5.2
err2025-12-23
err0
errOAAI
errEmilie de Kanter; Tabea Kaul; Pauline Heus; Tom M. de Groot; René Harmen Kuijten; Johannes B. Reitsma; Gary S. Collins; Lotty Hooft; Karel G.M. Moons; Johanna A.A. Damen
errShare
errSave
Sequential sample size calculations and learning curves safeguard the robust development of a clinical prediction model for individuals
errJournal of Clinical Epidemiology
IF5.2
err2025-12-19
err0
errOAAI
errAmardeep Legha; Joie Ensor; Rebecca Whittle; Lucinda Archer; Ben Van Calster; Evangelia Christodoulou; Kym I.E. Snell; Mohsen Sadatsafavi; Gary S. Collins; Richard D. Riley
errShare
errSave
Development of a consensus extension of the estimands framework for cluster randomised trials (CRT-estimands): results from an international Delphi study
errTrials
IF2
err2025-12-18
err0
PREAI
errKahan, Brennan C.; Bahti, Melanie; Bi, Dongquan; Bretz, Frank; Collins, Gary S.; Copas, Andrew; Harhay, Michael O.; Li, Fan; Auriemma, Catherine L.
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errSave
A decomposition of Fisher's information to inform sample size for developing or updating fair and precise clinical prediction models - part 2: time-to-event outcomes
errDiagnostic and Prognostic Research
IF2.6
err2025-12-16
err1
errOAAI
errRiley, Richard D.; Collins, Gary S.; Archer, Lucinda; Whittle, Rebecca; Legha, Amardeep; Kirton, Laura; Dhiman, Paula; Sadatsafavi, Mohsen; Adderley, Nicola J.; Alderman, Joseph; Martin, Glen P.; Ensor, Joie
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errSave
Risk of bias in machine learning and statistical models to predict height or weight: a systematic review in fetal and paediatric medicine
errDiagnostic and Prognostic Research
IF2.6
err2025-12-15
err0
errOAAI
errLawrence, Neil R.; Bacila, Irina; Tonge, Joseph; Tucker, Anthea; Dawson, Jeremy; Lang, Zi-Qiang; Krone, Nils P.; Dhiman, Paula; Collins, Gary S.
errShare
errSave
Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance
errThe Lancet Digital Health
IF0
err2025-12-13
err0
errOAAI
errBen Van Calster; Gary S Collins; Andrew J Vickers; Laure Wynants; Kathleen F Kerr; Lasai Barreñada; Gael Varoquaux; Karandeep Singh; Karel GM Moons; Tina Hernandez-Boussard; Dirk Timmerman; David J McLernon; Maarten van Smeden; Ewout W Steyerberg
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errSave
Patient and public involvement and engagement in methodology research: process, experiences, and recommendations from the SPIRIT- and CONSORT-Surrogate project
errRESEARCH INVOLVEMENT AND ENGAGEMENT
IF0
err2025-12-01
err1
PREAI
errManyara, Anthony Muchai; Stewart, Derek; Markham, Sarah; Worrall, Andrew; Harris, Ray; Davies, Philippa; Weir, Christopher J.; Young, Amber E.; Blazeby, Jane; Butcher, Nancy J.; Bujkiewicz, Sylwia; Chan, An-Wen; Dawoud, Dalia; Offringa, Martin; Ouwens, Mario; Collins, Gary S.; Ross, Joseph S.; Taylor, Rod S.; Ciani, Oriana
errShare
errSave
Reporting guidelines for studies involving generative artificial intelligence applications: what do I use, and when?
errnpj Digital Medicine
IF15.1
err2025-11-07
err0
errOAAI
errBright Huo; Gary S. Collins; Giovanni E. Cacciamani; Gordon Guyatt
errShare
errSave
Global Health Effects of Osteopenia and Osteoporosis, 1990-2021
errHEALTH SCIENCE REPORTS
IF2.1
err2025-10-22
err0
errOAAI
errSafiri, Saeid; Amiri, Fatemeh; Karamzad, Nahid; Sullman, Mark J. M.; Rahmanian, Mohammad; Aletaha, Reza; Mansournia, Mohammad Ali; Collins, Gary S.; Sahin, Fikrettin; Kolahi, Ali-Asghar
errShare
errSave
Multivariable Prediction Models for Atrial Fibrillation after Cardiac Surgery: A Systematic Review and Critical Appraisal
errAnesthesiology
IF9.1
err2025-10-21
err0
PREAI
errFields, Kara G. M.S.; Milner, George D. M. M.B.; Ma, Jie M.Sc.; Dhiman, Paula Ph.D.; Redfern, Oliver C. Ph.D., M.B.B.S.; Karamnov, Sergey M.D.; He, Jingui B.S.; Gerry, Stephen M.Sc.; Alhassan, Hassan M.D.; Providencia, Rui M.D., Ph.D.; Lip, Gregory Y. H. M.D.; Bedford, Jonathan P. D.Phil.; Clifton, David A. M.Eng., D.Phil.; O’Brien, Benjamin M.D., Ph.D. (Habil.), M.H.B.A.; Watkinson, Peter J. M.D.; Collins, Gary S. Ph.D.; Muehlschlegel, Jochen D. M.D., M.M.Sc., M.B.A.
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Research Directions

No research directions
Co-authors
Cooperation Journals
D
Douglas G. Altman
H-index: 257 · Papers: 962
C
Christopher J L Murray
H-index: 256 · Papers: 1.0K
J
John P. A. Ioannidis
H-index: 226 · Papers: 1.9K
D
David Moher
H-index: 214 · Papers: 1.5K
E
Eric J. Topol
H-index: 202 · Papers: 1.7K
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