Publications

Note: * corresponding author; Highly cited paper ESI Highly Cited Paper (top 1%); Hot paper ESI Hot Paper (top 0.1%)

Total citations as of February 2026:

Selected Work

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods Collins GS, Moons KGM, Dhiman P, Riley RD, Beam AL, Van Calster B, Ghassemi M, Liu X, Reitsma JB, van Smeden M, Boulesteix AL, Camaradou JC, Celi LA, Denaxas S, Denniston AK, Glocker B, Golub RM, Harvey H, Heinze G, Hoffman MM, Kengne AP, Lam E, Lee N, Loder EW, Maier-Hein L, Mateen BA, McCradden MD, Oakden-Rayner L, Ordish J, Parnell R, Rose S, Singh K, Wynants L, Logullo P Apr 16, 2024

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNA=='); return false;">2024</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('QUk='); return false;">AI</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('VFJJUE9E'); return false;">TRIPOD</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Collins GS, Moons KGM, Dhiman P, Riley RD, Beam AL, Van Calster B, Ghassemi M, Liu X, Reitsma JB, van Smeden M, Boulesteix AL, Camaradou JC, Celi LA, Denaxas S, Denniston AK, Glocker B, Golub RM, Harvey H, Heinze G, Hoffman MM, Kengne AP, Lam E, Lee N, Loder EW, Maier-Hein L, Mateen BA, McCradden MD, Oakden-Rayner L, Ordish J, Parnell R, Rose S, Singh K, Wynants L, Logullo P. 2024. TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ 385: e078378. doi: 10.1136/bmj-2023-078378.

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CONSORT 2025 Statement: updated guideline for reporting randomised trials Hopewell S, Chan AW, Collins GS, Hróbjartsson A, Moher D, Schulz KF, Runn T, Aggarwal R, Berkwits M, Berlin JA, Bhandari N, Butcher NJ, Campbell MK, Chidebe R, Elbourne D, Farmer A, Fergusson D, Golub RM, Goodman SN, Hoffman T, Ioannidis JPA, Kahan BC, Knowles R, Lamb SE, Lewis S, Loder E, Offringa M, Ravaud P, Richards D, Rockhold FW, Schriger DL, Siegfried N, Staniszewska S, Taylor R, Thabane L, Torgerson D, Vohra S, White IR, Boutron I. May 3, 2025

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      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

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      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

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      onclick="window.quartoListingCategory('Q09OU09SVA=='); return false;">CONSORT</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJpYWxz'); return false;">trials</span>

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      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Hopewell S, Chan AW, Collins GS, Hróbjartsson A, Moher D, Schulz KF, Runn T, Aggarwal R, Berkwits M, Berlin JA, Bhandari N, Butcher NJ, Campbell MK, Chidebe R, Elbourne D, Farmer A, Fergusson D, Golub RM, Goodman SN, Hoffman T, Ioannidis JPA, Kahan BC, Knowles R, Lamb SE, Lewis S, Loder E, Offringa M, Ravaud P, Richards D, Rockhold FW, Schriger DL, Siegfried N, Staniszewska S, Taylor R, Thabane L, Torgerson D, Vohra S, White IR, Boutron I.. 2025. CONSORT 2025 Statement: updated guideline for reporting randomised trials. Lancet 405(10489): 1633-1640. doi: 10.1016/S0140-6736(25)00672-5.

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Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance Van Calster B, Collins GS, Vickers AJ, Wynants L, Kerr KF, Barrenada L, Varoquaux G, Singh P, Moons KGM, Hernandez-Boussard T, Timmerman D, McLernon DJ, van Smeden M, Steyerberg EW. Dec 12, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dmFsaWRhdGlvbg=='); return false;">validation</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cGVyZm9ybWFuY2UlMjBtZWFzdXJlcw=='); return false;">performance measures</span>

Van Calster B, Collins GS, Vickers AJ, Wynants L, Kerr KF, Barrenada L, Varoquaux G, Singh P, Moons KGM, Hernandez-Boussard T, Timmerman D, McLernon DJ, van Smeden M, Steyerberg EW.. 2025. Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance. Lancet Digital Health 7: 100916. doi: 10.1016/j.landig.2025.100916.

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Adherence to TRIPOD+AI guideline: an updated reporting assessment tool de Kanter E, Kaul T, Heus P, de Groot TM, Kuijten RH, Reitsma JB, Collins GS, Hooft L, Moons KGM, Damen JAA. Jan 20, 2026

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      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('QUk='); return false;">AI</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('VFJJUE9E'); return false;">TRIPOD</span>

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      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

de Kanter E, Kaul T, Heus P, de Groot TM, Kuijten RH, Reitsma JB, Collins GS, Hooft L, Moons KGM, Damen JAA.. 2026. Adherence to TRIPOD+AI guideline: an updated reporting assessment tool. Journal of Clinical Epidemiology 191: 112118. doi: 10.1016/j.jclinepi.2025.112118.

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 Riley RD, Collins GS, Archer L, Whittle R, Legha A, Kirton L, Dhiman P, Sadatsafavi M, Adderley NJ, Alderman J, Martin GP, Ensor J Dec 16, 2025

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      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('c2FtcGxlJTIwc2l6ZQ=='); return false;">sample size</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

Riley RD, Collins GS, Archer L, Whittle R, Legha A, Kirton L, Dhiman P, Sadatsafavi M, Adderley NJ, Alderman J, Martin GP, Ensor J. 2025. 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. Diagnostic and Prognostic Research 9: 33. doi: 10.1186/s41512-025-00204-9.

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Development of a consensus extension of the estimands framework for cluster randomised trials (CRT-estimands): results from an international Delphi study. Kahan BC, Bahti M, Bi D, Bretz F, Collins GS, Copas A, Harhay MO, Li F, Auriemma CL Dec 18, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('Y2x1c3RlciUyMHRyaWFscw=='); return false;">cluster trials</span>

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      onclick="window.quartoListingCategory('dHJpYWxz'); return false;">trials</span>

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      onclick="window.quartoListingCategory('ZXN0aW1hbmRz'); return false;">estimands</span>

Kahan BC, Bahti M, Bi D, Bretz F, Collins GS, Copas A, Harhay MO, Li F, Auriemma CL. 2025. Development of a consensus extension of the estimands framework for cluster randomised trials (CRT-estimands): results from an international Delphi study.. Trials 27: 70. doi: 10.1186/s13063-025-09352-1.

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The making of a statistician: Doug Altman Collins GS, Deeks JJ Dec 17, 2025

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      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

Collins GS, Deeks JJ. 2025. The making of a statistician: Doug Altman. BMJ 391: r2616. doi: 10.1136/bmj.r2616.

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New Year’s resolutions to push you past Doug Altman’s 1 060 928 citations Deeks JJ, Collins GS Dec 17, 2025

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      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

Deeks JJ, Collins GS. 2025. New Year’s resolutions to push you past Doug Altman’s 1 060 928 citations. BMJ 391: r2550. doi: 10.1136/bmj.r2550.

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Sequential sample size calculations and learning curves safeguard the robust development of a clinical prediction model for individuals Legha A, Ensor J, Whittle R, Archer L, Van Calster B, Christodoulou E, Snell KIE, Sadatsafavi M, Collins GS, Riley RD. Dec 19, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('c2FtcGxlJTIwc2l6ZQ=='); return false;">sample size</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

Legha A, Ensor J, Whittle R, Archer L, Van Calster B, Christodoulou E, Snell KIE, Sadatsafavi M, Collins GS, Riley RD.. 2025. Sequential sample size calculations and learning curves safeguard the robust development of a clinical prediction model for individuals. Journal of Clinical Epidemiology 191: 112117. doi: 10.1016/j.jclinepi.2025.112117.

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Risk of bias in machine learning and statistical models to predict height or weight: a systematic review in fetal and paediatric medicine. Lawrence NR, Bacila I, Tonge J, Tucker A, Dawson J, Lang ZQ, Krone NP, Dhiman P, Collins GS. Dec 15, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bWV0YS1zY2llbmNl'); return false;">meta-science</span>

Lawrence NR, Bacila I, Tonge J, Tucker A, Dawson J, Lang ZQ, Krone NP, Dhiman P, Collins GS.. 2025. Risk of bias in machine learning and statistical models to predict height or weight: a systematic review in fetal and paediatric medicine.. Diagnostic and Prognostic Research 9: 32. doi: 10.1186/s41512-025-00215-6.

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Multivariable Prediction Models for Atrial Fibrillation after Cardiac Surgery: A Systematic Review and Critical Appraisal Fields KG, Milner GDM, Ma J, Dhiman P, Redfern OC, Karamnov S, He J, Gerry S, Alhassan H, Providencia R, Lip GYH, Bedford JP, Clifton DA, O'Brien B, Watkinson PJ, Collins GS, Muehlschlegel JD Dec 1, 2025

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      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bWV0YS1zY2llbmNl'); return false;">meta-science</span>

Fields KG, Milner GDM, Ma J, Dhiman P, Redfern OC, Karamnov S, He J, Gerry S, Alhassan H, Providencia R, Lip GYH, Bedford JP, Clifton DA, O'Brien B, Watkinson PJ, Collins GS, Muehlschlegel JD. 2025. Multivariable Prediction Models for Atrial Fibrillation after Cardiac Surgery: A Systematic Review and Critical Appraisal. Anesthesiology 143(6): 1643-1655. doi: 10.1097/ALN.0000000000005665.

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Reporting guidelines for studies involving generative artificial intelligence applications: what do I use and when? Huo B, Collins GS, Cacciamani GE, Guyatt G. Nov 7, 2025

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      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

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      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Huo B, Collins GS, Cacciamani GE, Guyatt G.. 2025. Reporting guidelines for studies involving generative artificial intelligence applications: what do I use and when?. npj Digital Medicine 8: 646. doi: 10.1038/s41746-025-02113-z.

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Head-to-head comparison of the RMI and ADNEX models to estimate the risk of ovarian malignancy: a systematic review and meta-analysis of external validation studies Barreñada L, Ledger A, Kotlarz A, Dhiman P, Collins GS, Wynants L, Verbakel JY, Timmerman D, Valentin L, Van Calster B. Oct 7, 2025

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      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

Barreñada L, Ledger A, Kotlarz A, Dhiman P, Collins GS, Wynants L, Verbakel JY, Timmerman D, Valentin L, Van Calster B.. 2025. Head-to-head comparison of the RMI and ADNEX models to estimate the risk of ovarian malignancy: a systematic review and meta-analysis of external validation studies. BMJ Open 15: e10414. doi: 10.1136/bmjopen-2025-100141.

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Clarifying the SOFA-2 score Matos J, Dhiman P, Collins GS Mar 16, 2026

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      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGV0dGVy'); return false;">letter</span>

Matos J, Dhiman P, Collins GS. 2026. Clarifying the SOFA-2 score. JAMA. doi: 10.1001/jama.2026.0310.

Protocol for development of a reporting guideline (TRIPOD-Code) for code repositories associated with diagnostic and prognostic prediction model studies Pollard T, Sounack T, Celi LA, Lindvall C, Lee H, Lee HC, Moons KGM, Collins GS Feb 10, 2026

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

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      onclick="window.quartoListingCategory('VFJJUE9E'); return false;">TRIPOD</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('Y29kZQ=='); return false;">code</span>

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      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

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      onclick="window.quartoListingCategory('cHJvdG9jb2w='); return false;">protocol</span>

Pollard T, Sounack T, Celi LA, Lindvall C, Lee H, Lee HC, Moons KGM, Collins GS. 2026. Protocol for development of a reporting guideline (TRIPOD-Code) for code repositories associated with diagnostic and prognostic prediction model studies. Diagnostic and Prognostic Research 10: 4. doi: 10.1186/s41512-025-00217-4.

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Effectiveness of drug interventions to prevent delirium after surgery: a systematic review and network meta-analysis of randomized controlled trials Luney M, Holdsworth L, Hagana A, Kaimskaite V, Qui L, Berner J, Pattinson K, Nanchahal J, Collins GS, Costa M Feb 12, 2026

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      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bmV0d29yayUyMG1ldGEtYW5hbHlzaXM='); return false;">network meta-analysis</span>

Luney M, Holdsworth L, Hagana A, Kaimskaite V, Qui L, Berner J, Pattinson K, Nanchahal J, Collins GS, Costa M. 2026. Effectiveness of drug interventions to prevent delirium after surgery: a systematic review and network meta-analysis of randomized controlled trials. BMJ 392: e085539. doi: 10.1136/bmj-2025-085539.

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Public perceptions of health data sharing for artificial intelligence research: a qualitative focus group study in the UK Kuo R, O’Hanlon C, Smith J, Hill R, Papiez B, Collins GS, Furniss D, Tutton L Feb 8, 2026

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      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

Kuo R, O’Hanlon C, Smith J, Hill R, Papiez B, Collins GS, Furniss D, Tutton L. 2026. Public perceptions of health data sharing for artificial intelligence research: a qualitative focus group study in the UK. BMJ Digital Health & AI 2: e000239. doi: 10.1136/bmjdhai-2025-000239.

Artificial intelligence and the future of evidence-based medicine Car LT, Wong TY, Majeed A, Collins GS Jan 28, 2026

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

Car LT, Wong TY, Majeed A, Collins GS. 2026. Artificial intelligence and the future of evidence-based medicine. Nature Health 1: 268-271. doi: 10.1038/s44360-025-00002-z.

Early prediction of death or bronchopulmonary dysplasia in very preterm infants: comparison of modelling methods, development and validation studies Torchin H, Dhiman P, Ancel PY, Durrmeyer X, Jareau PH, Nuytten A, Truffert P, Zeitlin J, Collins GS Jun 12, 2025

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      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

Torchin H, Dhiman P, Ancel PY, Durrmeyer X, Jareau PH, Nuytten A, Truffert P, Zeitlin J, Collins GS. 2026. Early prediction of death or bronchopulmonary dysplasia in very preterm infants: comparison of modelling methods, development and validation studies. Pediatric Research 99: 88-95. doi: 10.1038/s41390-025-04170-2.

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Large language models in global health: progress, challenges, and prospects Ong JCL, Ning Y, Yang R, Bitterman DS, Liu X, Tham YC, Collins GS, Ting DSW, Amissah-Arthur KN, Sheng B, Tan IBH, Hong C, Goldstein BA, Le PV, Liu Y, Tan HK, Ong MEH, Wagner SK, Denniston AK, Keane PA, Car J, Chapman WW, Moons KGM, Wong TY, Topol E, Liu N Jan 16, 2026

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

Ong JCL, Ning Y, Yang R, Bitterman DS, Liu X, Tham YC, Collins GS, Ting DSW, Amissah-Arthur KN, Sheng B, Tan IBH, Hong C, Goldstein BA, Le PV, Liu Y, Tan HK, Ong MEH, Wagner SK, Denniston AK, Keane PA, Car J, Chapman WW, Moons KGM, Wong TY, Topol E, Liu N. 2026. Large language models in global health: progress, challenges, and prospects. Nature Health 1: 35-47. doi: 10.1038/s44360-025-00024-7.

Longitudinal modelling of growth in neonates exposed to antenatal steroids to quantify its benefit to final height: a cohort study Lawrence NR, Panchigar K, Clark S, Cole T, Collins GS, Dawson J, Krone N, Wright M Jul 22, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNg=='); return false;">2026</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bG9uZ2l0dWRpbmFsJTIwc3R1ZHk='); return false;">longitudinal study</span>

Lawrence NR, Panchigar K, Clark S, Cole T, Collins GS, Dawson J, Krone N, Wright M. 2026. Longitudinal modelling of growth in neonates exposed to antenatal steroids to quantify its benefit to final height: a cohort study. Archives in Disease in Childhood 111: 56-61. doi: 10.1136/archdischild-2025-329091.

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Patient and public involvement in trial methodology research: process, experiences, reflections, and recommendations from the SPIRIT|CONSORT-Surrogate project Manyara AM, Stewart D, Markham S, Worrall A, Harris R, Davies P, Weir CJ, Young AE, Blazeby J, Butcher NJ, Bujkiewicz S, Chan AW, Dawoud D, Offringa M, Ouwens M, Collins GS, Ross JR, Taylor RS, Ciani O Dec 4, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cGF0aWVudCUyMGFuZCUyMHB1YmxpYyUyMGludm9sdmVtZW50'); return false;">patient and public involvement</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('Q09OU09SVA=='); return false;">CONSORT</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJpYWxz'); return false;">trials</span>

Manyara AM, Stewart D, Markham S, Worrall A, Harris R, Davies P, Weir CJ, Young AE, Blazeby J, Butcher NJ, Bujkiewicz S, Chan AW, Dawoud D, Offringa M, Ouwens M, Collins GS, Ross JR, Taylor RS, Ciani O. 2025. Patient and public involvement in trial methodology research: process, experiences, reflections, and recommendations from the SPIRIT|CONSORT-Surrogate project. Research Involvement and Engagement 11: 144. doi: 10.1186/s40900-025-00807-y.

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Benchmarking transformer-based models for medical record deidentification: a single centre, multi-specialty evaluation Kuo R, Soltan A, O’Hanlon C, Hasanic A, Clifton D, Collins GS, Furniss D, Eyre D Dec 19, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

Kuo R, Soltan A, O’Hanlon C, Hasanic A, Clifton D, Collins GS, Furniss D, Eyre D. 2025. Benchmarking transformer-based models for medical record deidentification: a single centre, multi-specialty evaluation. iScience 28(12): 113732. doi: 10.1016/j.isci.2025.113732.

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Ethnic disparities in COVID-19 mortality and cardiovascular disease in England and Wales between 2020-2022 Pineda-Moncusi M, Allery F, Abbasizanjani H, Powell D, Prats-Uribe A, Thygesen JH, Wood A, Tomlinson C, Banerjee A, Akbari A, Delmestri A, Coates L, Denaxas S, Khunti K, Collins GS, Prieto-Alhambra D, Khalid S Jul 2, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('Y292aWQ='); return false;">covid</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('ZXRobmljaXR5'); return false;">ethnicity</span>

Pineda-Moncusi M, Allery F, Abbasizanjani H, Powell D, Prats-Uribe A, Thygesen JH, Wood A, Tomlinson C, Banerjee A, Akbari A, Delmestri A, Coates L, Denaxas S, Khunti K, Collins GS, Prieto-Alhambra D, Khalid S. 2025. Ethnic disparities in COVID-19 mortality and cardiovascular disease in England and Wales between 2020-2022. Nature Communications 16: 6059. doi: 10.1038/s41467-025-59951-4.

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Extended sample size calculations for evaluation of prediction models using a threshold for classification Whittle R, Ensor J, Archer L, Collins GS, Dhiman P, Denniston A, Alderman J, Legha A, van Smeden M, Moons KG, Cazier JB, Riley RD, Snell KIE Jul 1, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('c2FtcGxlJTIwc2l6ZQ=='); return false;">sample size</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

Whittle R, Ensor J, Archer L, Collins GS, Dhiman P, Denniston A, Alderman J, Legha A, van Smeden M, Moons KG, Cazier JB, Riley RD, Snell KIE. 2025. Extended sample size calculations for evaluation of prediction models using a threshold for classification. BMC Medical Research Methodology 25: 170. doi: 10.1186/s12874-025-02592-4.

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Global health effects of osteopenia and osteoporosis, 1990-2021 Safiri S, Amiri F, Karamzad N, Sullman MJM, Mansournia MA, Collins GS, Şahin F, Kolahi AA 2025-01-01

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

Safiri S, Amiri F, Karamzad N, Sullman MJM, Mansournia MA, Collins GS, Şahin F, Kolahi AA. 2025. Global health effects of osteopenia and osteoporosis, 1990-2021. Health Science Reports 8(10): e71378. doi: 10.1002/hsr2.71378.

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Clinical prediction models using machine learning in oncology: challenges and recommendations Collins GS, Chester-Jones M, Gerry S, Ma J, Matos J, Sehjal J, Tsegaye B, Dhiman P Oct 7, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('b3BlbiUyMHNjaWVuY2U='); return false;">open science</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bWFjaGluZSUyMGxlYXJuaW5n'); return false;">machine learning</span>

Collins GS, Chester-Jones M, Gerry S, Ma J, Matos J, Sehjal J, Tsegaye B, Dhiman P. 2025. Clinical prediction models using machine learning in oncology: challenges and recommendations. BMJ Oncology 4: e000914. doi: 10.1136/bmjonc-2025-000914.

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Guidance for reporting artificial intelligence technology evaluations in ultrasound scanning for regional anaesthesia (GRAITE-USRA): an international multidisciplinary consensus reporting framework Zhang X, Ferry J, Hewson DW, Collins GS, Wiles MD, Zhao Y, Martindale APL, Tomaschek M, Bowness JS Sep 18, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Zhang X, Ferry J, Hewson DW, Collins GS, Wiles MD, Zhao Y, Martindale APL, Tomaschek M, Bowness JS. 2025. Guidance for reporting artificial intelligence technology evaluations in ultrasound scanning for regional anaesthesia (GRAITE-USRA): an international multidisciplinary consensus reporting framework. Anaesthesia 80: 1528-1539. doi: 10.1111/anae.16733.

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The STARD-AI statement: a reporting guideline for artificial intelligence centred diagnostic test accuracy studies Sounderajah V, Guni A, Liu X, Collins GS, Karthikesalingam A, Markar SR, Golub RM, Denniston AK, Shetty S, Moher D, Bossuyt PM, Darzi A, Ashrafian H Sep 15, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Sounderajah V, Guni A, Liu X, Collins GS, Karthikesalingam A, Markar SR, Golub RM, Denniston AK, Shetty S, Moher D, Bossuyt PM, Darzi A, Ashrafian H. 2025. The STARD-AI statement: a reporting guideline for artificial intelligence centred diagnostic test accuracy studies. Nature Health 31: 3283-3289. doi: 10.1038/s41591-025-03953-8.

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Development and external validation of a clinical prediction model for new-onset atrial fibrillation in intensive care: a multicentre, retrospective cohort study. Bedford J, Redfern O, Gerry S, Hatch RA, Keating L, Clifton DA, Collins GS, Watkinson PJ Sep 9, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

Bedford J, Redfern O, Gerry S, Hatch RA, Keating L, Clifton DA, Collins GS, Watkinson PJ. 2025. Development and external validation of a clinical prediction model for new-onset atrial fibrillation in intensive care: a multicentre, retrospective cohort study.. Lancet Digital Health 7(9): 100896. doi: 10.1016/j.landig.2025.100896.

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Peer review of prediction model studies in oncology needs improvement: A systematic review of open peer review reports from BMC journals Ma J, MacCarthy A, Kirtley S, Logullo P, Dhiman P, Collins GS Oct 3, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cGVlciUyMHJldmlldw=='); return false;">peer review</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bWV0YS1zY2llbmNl'); return false;">meta-science</span>

Ma J, MacCarthy A, Kirtley S, Logullo P, Dhiman P, Collins GS. 2025. Peer review of prediction model studies in oncology needs improvement: A systematic review of open peer review reports from BMC journals. Journal of Clinical Epidemiology 188: 111967. doi: 10.1016/j.jclinepi.2025.111967.

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Design aspects for prognostic factor studies Sekula P, Steinbrenner I, Schultheiss UT, Valveny N, Rebora P, Halabi S, Cadarette SM, Riley RD, Collins GS, Sauerbrei WF, Gail MH Aug 31, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('c3R1ZHklMjBkZXNpZ24='); return false;">study design</span>

Sekula P, Steinbrenner I, Schultheiss UT, Valveny N, Rebora P, Halabi S, Cadarette SM, Riley RD, Collins GS, Sauerbrei WF, Gail MH. 2025. Design aspects for prognostic factor studies. BMJ Open 15: e095065. doi: 10.1136/bmjopen-2024-095065.

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Reporting guideline for Chatbot Health Advice Studies: the CHART statement Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G Aug 1, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G. 2025. Reporting guideline for Chatbot Health Advice Studies: the CHART statement. BMJ Medicine 4: e001632. doi: 10.1136/bmjmed-2025-001632.

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Reporting guideline for chatbot health advice studies: The CHART statement Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G Aug 12, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G. 2025. Reporting guideline for chatbot health advice studies: The CHART statement. Artificial Intelligence in Medicine 168: 103222. doi: 10.1016/j.artmed.2025.103222.

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Reporting guideline for chatbot health advice studies: The CHART statement Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G Aug 1, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G. 2025. Reporting guideline for chatbot health advice studies: The CHART statement. Annals of Family Medicine 23: 389-398. doi: 10.1370/afm.250386.

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Reporting guideline for chatbot health advice studies: The CHART statement Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G Aug 1, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G. 2025. Reporting guideline for chatbot health advice studies: The CHART statement. British Journal of Surgery 112: znaf142. doi: 10.1093/bjs.znaf142.

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Reporting guideline for chatbot health advice studies: The CHART statement Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G Aug 1, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Huo B,Collins GS, Chartash D, Thirunavukarasu A, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G. 2025. Reporting guideline for chatbot health advice studies: The CHART statement. BMC Medicine 23: 447. doi: 10.1186/s12916-025-04274-w.

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The Chatbot Assessment Reporting Tool (CHART): explanation and elaboration Huo B, Thirunavukarasu A, Collins GS, Chartash D, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G Aug 1, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Huo B, Thirunavukarasu A, Collins GS, Chartash D, Flanagin A, Iorio A, Cacciamani G, Chen X, Liu N, Mathur P, Chan AW, Laine C, Pacella D, Berkwits M, Antoniou SA, Camaradou JC, Canfield C, Mittelman M, Feeney T, Loder E, Agha R, Saha A, Mayol J, Sunjaya A, Ng JY, McKechnie T, Lee Y, Verma N, Stiglic G, McCradden M, Ortenzi M, Meerpohl J, Vandvik PO, Agoritsas T, Samuel D, Frankish H, Anderson M, Yao X, Loeb S, Lokker C, Liu X, Guallar E, Guyatt G. 2025. The Chatbot Assessment Reporting Tool (CHART): explanation and elaboration. BMJ 390: e083305. doi: 10.1136/bmj-2024-083305.

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The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation Gallifant J, Afshar M, Ameen S, Aphinyanaphongs Y, Chen S, Cacciamani G, Demner-Fushman D, Dligach D, Deneshjou R, Fernandes C, Hansen L, Landman A, Lehmann L, McCoy L, Miller T, Moreno A, Munch N, Restrepo D, Savova G, Umeton R, Wawira Gichoya J, Collins GS, Moons KGM, Celi LA, Bitterman DS Jul 31, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Gallifant J, Afshar M, Ameen S, Aphinyanaphongs Y, Chen S, Cacciamani G, Demner-Fushman D, Dligach D, Deneshjou R, Fernandes C, Hansen L, Landman A, Lehmann L, McCoy L, Miller T, Moreno A, Munch N, Restrepo D, Savova G, Umeton R, Wawira Gichoya J, Collins GS, Moons KGM, Celi LA, Bitterman DS. 2025. The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation. Ewha Medical Journal 48: e49. doi: 10.12771/emj.2025.00661.

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TRIPOD+AI statement: an updated guideline for reporting clinical prediction models that use regression and machine learning methods: a Korean translation Collins GS, Moons KGM, Dhiman P, Riley RD, Beam AL, Van Calster B, Ghassemi M, Liu X, Reitsma JB, van Smeden M, Boulesteix AL, Camaradou JC, Celi LA, Denaxas S, Denniston AK, Glocker B, Golub RM, Harvey H, Heinze G, Hoffman MM, Kengne AP, Lam E, Lee N, Loder EW, Maier-Hein L, Mateen BA, McCradden MD, Oakden-Rayner L, Ordish J, Parnell R, Rose S, Singh K, Wynants L, Logullo P Jul 31, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cmVwb3J0aW5n'); return false;">reporting</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('dHJhbnNwYXJlbmN5'); return false;">transparency</span>

Collins GS, Moons KGM, Dhiman P, Riley RD, Beam AL, Van Calster B, Ghassemi M, Liu X, Reitsma JB, van Smeden M, Boulesteix AL, Camaradou JC, Celi LA, Denaxas S, Denniston AK, Glocker B, Golub RM, Harvey H, Heinze G, Hoffman MM, Kengne AP, Lam E, Lee N, Loder EW, Maier-Hein L, Mateen BA, McCradden MD, Oakden-Rayner L, Ordish J, Parnell R, Rose S, Singh K, Wynants L, Logullo P. 2025. TRIPOD+AI statement: an updated guideline for reporting clinical prediction models that use regression and machine learning methods: a Korean translation. Ewha Medical Journal 48: e48. doi: 10.12771/emj.2025.00668.

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Dealing with continuous variables and modelling non-linear associations in healthcare data: a practical guide Lopez-Ayala P, Riley RD, Collins GS, Zimmermann T Jul 16, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('Y29udGludW91cyUyMHByZWRpY3RvcnM='); return false;">continuous predictors</span>

Lopez-Ayala P, Riley RD, Collins GS, Zimmermann T. 2025. Dealing with continuous variables and modelling non-linear associations in healthcare data: a practical guide. BMJ 390: e082440. doi: 10.1136/bmj-2024-082440.

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A decomposition of Fisher’s information to inform sample size for developing or updating fair and precise clinical prediction models for individual risk – part 1: binary outcomes Riley RD, Collins GS, Whittle R, Archer L, Snell K, Dhiman P, Kirton L, Legha A, Liu X, Denniston A, Harrell Jr F, Wynants L, Martin GP, Ensor J Jul 8, 2025

<span class="listing-category"
      onclick="window.quartoListingCategory('MjAyNQ=='); return false;">2025</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('c2FtcGxlJTIwc2l6ZQ=='); return false;">sample size</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

Riley RD, Collins GS, Whittle R, Archer L, Snell K, Dhiman P, Kirton L, Legha A, Liu X, Denniston A, Harrell Jr F, Wynants L, Martin GP, Ensor J. 2025. A decomposition of Fisher’s information to inform sample size for developing or updating fair and precise clinical prediction models for individual risk – part 1: binary outcomes. Diagnostic and Prognostic Research 9: 14. doi: 10.1186/s41512-025-00193-9.

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CONSORT 2025 statement: updated guideline for reporting randomized trials: a Korean translation Hopewell S, Chan AW, Collins GS, Hróbjartsson A, Moher D, Schulz KF, Runn T, Aggarwal R, Berkwits M, Berlin JA, Bhandari N, Butcher NJ, Campbell MK, Chidebe R, Elbourne D, Farmer A, Fergusson D, Golub RM, Goodman SN, Hoffman T, Ioannidis JPA, Kahan BC, Knowles R, Lamb SE, Lewis S, Loder E, Offringa M, Ravaud P, Richards D, Rockhold FW, Schriger DL, Siegfried N, Staniszewska S, Taylor R, Thabane L, Torgerson D, Vohra S, White IR, Boutron I Jul 2, 2025

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Hopewell S, Chan AW, Collins GS, Hróbjartsson A, Moher D, Schulz KF, Runn T, Aggarwal R, Berkwits M, Berlin JA, Bhandari N, Butcher NJ, Campbell MK, Chidebe R, Elbourne D, Farmer A, Fergusson D, Golub RM, Goodman SN, Hoffman T, Ioannidis JPA, Kahan BC, Knowles R, Lamb SE, Lewis S, Loder E, Offringa M, Ravaud P, Richards D, Rockhold FW, Schriger DL, Siegfried N, Staniszewska S, Taylor R, Thabane L, Torgerson D, Vohra S, White IR, Boutron I. 2025. CONSORT 2025 statement: updated guideline for reporting randomized trials: a Korean translation. Ewha Medical Journal 38: e50. doi: 10.12771/emj.2025.00409].

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Quality of peer review of randomized controlled trials in oncology: an evaluation of open peer review reports Logullo P, MacCarthy A, Kirtley S, Bullock GS, Dhiman P, Ma J, Collins GS Jun 30, 2025

<span class="listing-category"
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Logullo P, MacCarthy A, Kirtley S, Bullock GS, Dhiman P, Ma J, Collins GS. 2025. Quality of peer review of randomized controlled trials in oncology: an evaluation of open peer review reports. Journal of Clinical Epidemiology 185: 111893. doi: 10.1016/j.jclinepi.2025.111893.

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International Partnership for Governing Generative Artificial Intelligence Models in Medicin Ong JCL, Ning Y, Collins GS, Bitterman DS, Ashley B, Chang TS, Denniston AK, Freyer O, Gilbert S, de Hond A, Leeuwenberg AM, Liang Z, Lim JCW, Liu M, Liu X, Longhurst CA, Ma Y, Qiu Y, Sarkar R, Sheng B, Singh K, Tan ISK, Tham YC, Thirunavukarasu AJ, Ting DSW, Vogel S, Zhang R, Zhao J, Chapman WW, Shah NH, Moons KGM, Wong TY, Liu N Jun 30, 2025

<span class="listing-category"
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<span class="listing-category"
      onclick="window.quartoListingCategory('YXJ0aWZpY2lhbCUyMGludGVsbGlnZW5jZQ=='); return false;">artificial intelligence</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('bGFyZ2UlMjBsYW5ndWFnZSUyMG1vZGVscw=='); return false;">large language models</span>

Ong JCL, Ning Y, Collins GS, Bitterman DS, Ashley B, Chang TS, Denniston AK, Freyer O, Gilbert S, de Hond A, Leeuwenberg AM, Liang Z, Lim JCW, Liu M, Liu X, Longhurst CA, Ma Y, Qiu Y, Sarkar R, Sheng B, Singh K, Tan ISK, Tham YC, Thirunavukarasu AJ, Ting DSW, Vogel S, Zhang R, Zhao J, Chapman WW, Shah NH, Moons KGM, Wong TY, Liu N. 2025. International Partnership for Governing Generative Artificial Intelligence Models in Medicin. Nature Medicine 31: 2836-2839. doi: 10.1038/s41591-025-03787-4.

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Development of a multi-centre cohort study to understand the role of MRI and ultrasound in the diagnosis of acute haematogenous bone and joint infection in children (the PIC Bone Study): a study protocol Nogaro MC, Hartshorn S, Brady M, Offiah A, Faust S, Firth G, Ma J, Dhiman P, O'Mahoney J, Davies L, Spowart C, Moscrop A, Young B, Tudur-Smith C, Collins GS, Perry DC, Theologis T Jun 10, 2025

<span class="listing-category"
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<span class="listing-category"
      onclick="window.quartoListingCategory('cHJvdG9jb2w='); return false;">protocol</span>

<span class="listing-category"
      onclick="window.quartoListingCategory('cHJlZGljdGlvbiUyMG1vZGVscw=='); return false;">prediction models</span>

Nogaro MC, Hartshorn S, Brady M, Offiah A, Faust S, Firth G, Ma J, Dhiman P, O'Mahoney J, Davies L, Spowart C, Moscrop A, Young B, Tudur-Smith C, Collins GS, Perry DC, Theologis T. 2025. Development of a multi-centre cohort study to understand the role of MRI and ultrasound in the diagnosis of acute haematogenous bone and joint infection in children (the PIC Bone Study): a study protocol. Bone & Joint Open 6: 677-684. doi: 10.1302/2633-1462.66.BJO-2024-0277.

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