Exploration of analysis methods for diagnostic imaging tests: problems with ROC AUC and confidence scores in CT colonography. by Susan Mallett, Steve Halligan, Gary S Collins, Doug G Altman

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Limitations of Separating Athletes into High or Low-Risk Groups based on a Cut-Off. A Clinical Commentary by Justin M. Losciale, Linda K. Truong, Patrick Ward, Gary S. Collins, Garrett S. Bullock

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Development and validation of clinical prediction models for breast cancer incidence and mortality: a protocol for a dual cohort study by Stavros Petrou, Julia Hippisley-Cox, David Dodwell, Simon Lord, Ashley Kieran Clift, Mike Brady, Gary S. Collins

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Machine Learning Does Not Improve Humeral Torsion Prediction Compared to Regression in Baseball Pitchers by Garrett S Bullock, Charles A Thigpen, Gary S Collins, Nigel K Arden, Thomas K Noonan, Michael J Kissenberth, Ellen Shanley

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A comparative study of shoulder replacement outcomes using linked national registry and hospital data from England and Denmark by Epaminondas Markos Valsamis, Josefine Beck Larsen, Theis M. Thillemann, Stephen E. Gwilym, Gary S. Collins, Inger Mechlenburg, Jonathan L. Rees

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Evaluation of changes in prediction modelling in biomedicine using systematic reviews by Lara Lusa, Franziska Kappenberg, Gary S. Collins, Matthias Schmid, Willi Sauerbrei, Jörg Rahnenführer, on behalf of the Topic Group for High-dimensional data of the STRATOS initiative

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Reporting guidelines for protocols of randomised controlled trials of implantable neurostimulation devices: the SPIRIT-iNeurostim extension by Rebecca Bresnahan, Sue Copley, Sam Eldabe, Simon Thomson, Richard B. North, Ganesan Baranidharan, Robert M. Levy, Gary S. Collins, Rod S. Taylor, Rui V. Duarte

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Critical appraisal and data extraction for systematic reviews of prediction modelling studies: the CHARMS checklist. by Karel G M Moons, Joris A H de Groot, Walter Bouwmeester, Yvonne Vergouwe, Susan Mallett, Douglas G Altman, Johannes B Reitsma, Gary S Collins

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Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD): Explanation and Elaboration. Translation into Russian by Karel G.M. Moons, Douglas G. Altman, Johannes B. Reitsma, John P.A. Loannidis, Petra Macaskill, Ewout W. Steyerberg, Andrew J. Vickers, David F. Ransohoff, Gary S. Collins

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TRIPOD statement: a preliminary pre-post analysis of reporting and methods of prediction models by Gary S Collins, Karel G M Moons, Lotty Hooft, Ewout W Steyerberg, Pauline Heus, Merel van Diepen, Friedo W Dekker, Amir H Zamanipoor Najafabadi, Chava L Ramspek, Wilco C Peul

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Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques by Gary S Collins, Richard D Riley, Johanna A A G Damen, Lotty Hooft, Ram Bajpai, Jie Ma, Constanza L Andaur Navarro, Toshihiko Takada, Steven W J Nijman, Paula Dhiman, Karel GM Moons

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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 intellig... by Gary S Collins, Lily Peng, Johannes B Reitsma, Lotty Hooft, Ben Van Calster, Jie Ma, Maarten van Smeden, Andrew L Beam, Constanza L Andaur Navarro, Paula Dhiman, Karel GM Moons, Patricia Logullo

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Burden of diseases attributable to excess body weight in 204 countries and territories, 1990–2019 by Saeid Safiri, Jessica A. Grieger, Amir Ghaffari Jolfayi, Seyed Ehsan Mousavi, Seyed Aria Nejadghaderi, Asra Fazlollahi, Mark J. M. Sullman, Nahid Karamzad, Fikrettin Sahin, Kuljit Singh, Gary S. Collins, Ali-Asghar Kolahi

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Extended sample size calculations for evaluation of prediction models using a threshold for classification by Rebecca Whittle, Joie Ensor, Lucinda Archer, Gary S. Collins, Paula Dhiman, Alastair Denniston, Joseph Alderman, Amardeep Legha, Maarten van Smeden, Karel G. Moons, Jean-Baptiste Cazier, Richard D. Riley, Kym I. E Snell

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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 by Richard D. Riley, Gary S. Collins, Rebecca Whittle, Lucinda Archer, Kym I. E. Snell, Paula Dhiman, Laura Kirton, Amardeep Legha, Xiaoxuan Liu, Alastair K. Denniston, Frank E. Harrell, Laure Wynants, Glen P. Martin, Joie Ensor

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Incidence of shoulder dislocations in the UK, 1995–2015: a population-based cohort study by Gary S Collins, Sarah E Lamb, Sally Hopewell, Daniel Prieto-Alhambra, Andrew Judge, Amar Rangan, Andrew J Carr, Jonathan L Rees, Nigel K Arden, Katherine Edwards, Tim A Holt, Anjali Shah, Antonella Delmestri, Rafael A Pinedo-Villanueva

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TIDieR-Placebo: A guide and checklist for reporting placebo and sham controls. by Jeremy Howick, Rebecca K Webster, Jonathan L Rees, Richard Turner, Helen Macdonald, Amy Price, Andrea W M Evers, Felicity Bishop, Gary S Collins, Klara Bokelmann, Sally Hopewell, André Knottnerus, Sarah Lamb, Claire Madigan, Vitaly Napadow, Andrew N Papanikitas, Tammy Hoffmann

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Protocol for a meta-research study of protocols for diet or nutrition-related trials published in indexed journals: general aspects of study design, rationale and reporting limitat... by Shona Kirtley, Sally Hopewell, Solange Durão, Matthew J Page, Sarah Lamb, Leila Cheikh Ismail, Jonathan Alistair Cook, Cintia Curioni, Neha Khandpur, Gilberto Kac, Gary Stephen Collins, Fabio S Gomes, Flávia Moraes Silva, Amanda Rodrigues Amorim Adegboye, Jennifer A De Beyer, Colby J Vorland, Michael M Schlussel

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Guidelines for Accurate and Transparent Health Estimates Reporting: the GATHER statement. by Gretchen A Stevens, Leontine Alkema, Robert E Black, J Ties Boerma, Gary S Collins, Majid Ezzati, John T Grove, Daniel R Hogan, Margaret C Hogan, Richard Horton, Joy E Lawn, Ana Marušić, Colin D Mathers, Christopher J L Murray, Igor Rudan, Joshua A Salomon, Paul J Simpson, Theo Vos, Vivian Welch, GATHER Working Group

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Modelling adrenal steroid profiles to inform monitoring guidance in congenital adrenal hyperplasiaResearch in context by Neil R. Lawrence, Jeremy Dawson, Zi-Qiang Lang, Alessandro Prete, Elizabeth S. Baranowski, Lina Schiffer, Angela E. Taylor, Aude Brac de la Perrière, Angelica Lindén Hirschberg, Anders Juul, Deborah P. Merke, John Newell-Price, D. Aled Rees, Nicole Reisch, Nike Stikkelbroeck, Philippe A. Touraine, Nils Krone, Brian Keevil, Gary S. Collins, Wiebke Arlt, Richard J.M. Ross

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