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Richard D Riley

university of birmingham

100H-index
647Paper Count
5.1WCitation Count
Published Papers 191
Publication Date
Sequential sample size calculations and learning curves safeguard the robust development of a clinical prediction model for individuals
err2025-12-19
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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
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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
err2025-12-16
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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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Guidelines for Meta-Analyses and Systematic Reviews in Urology
err2025-12-01
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PREAI
errVickers, Andrew J.; Assel, Melissa; Dunn, Rodney L.; Maclennan, Graeme; Becker, Betsy Jane; Riley, Richard D.
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Predicting hypotension, syncope, and fracture risk in patients indicated for antihypertensive treatment: the STRATIFY models
err2025-10-23
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errConstantinos Koshiaris; Ariel Wang; Lucinda Archer; Richard D. Riley; Kym IE Snell; Richard J. Stevens; Amitava Banerjee; Subhashisa Swain; Andrew Clegg; Christopher E. Clark; Rupert A. Payne; FD Richard Hobbs; Margaret Ogden; Richard J. McManus; James P. Sheppard
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Assessing the potential utility of large language models for assisting community health workers: protocol for a prospective, observational study in Rwanda
err2025-10-14
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errMenon, Vaishnavi; Shimelash, Natnael; Rutunda, Samuel; Nshimiyimana, Cyprien; Archer, Lucinda; Emmanuel-Fabula, Mira; Berhe, Derbew Fikadu; Gill, Jaspret; Hezagira, Emery; Remera, Eric; Riley, Richard; Wong, Rex; Denniston, Alastair K.; Mateen, Bilal Akhter; Liu, Xiaoxuan
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Examining covariate-specific treatment effects in individual participant data meta-analysis: Framing aggregation bias in terms of trial-level confounding and funnel plots
err2025-10-01
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errSiegel, Lianne K.; Koopmeiners, Joseph S.; Hartmann-Boyce, Jamie; Godolphin, Peter J.; Babiker, Abdel G.; Touloumi, Giota; Knowlton, Kirk U.; Riley, Richard D.
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Guidelines for Meta-analyses and Systematic Reviews in Urology
err2025-09-05
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PREAI
errAndrew J. Vickers; Melissa Assel; Rodney L. Dunn; Graeme MacLennan; Betsy Jane Becker; Richard D. Riley
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Guidelines for meta-analyses and systematic reviews in urology
err2025-09-01
err1
PREAI
errVickers, Andrew J.; Assel, Melissa; Dunn, Rodney L.; MacLennan, Graeme; Becker, Betsy Jane; Riley, Richard D.
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Development and validation of a postpartum cardiovascular disease risk prediction model in women incorporating reproductive and pregnancy-related predictors
err2025-09-01
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errSteven Wambua; Francesca L. Crowe; Shakila Thangaratinam; Dermot O’Reilly; Colin McCowan; Sinead Brophy; Christopher Yau; Krishnarajah Nirantharakumar; Richard D. Riley; Kym I. E. Snell
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Importance of sample size on the quality and utility of AI-based prediction models for healthcare
err2025-06-01
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errRichard D Riley; Joie Ensor; Kym I E Snell; Lucinda Archer; Rebecca Whittle; Paula Dhiman; Joseph Alderman; Xiaoxuan Liu; Laura Kirton; Jay Manson-Whitton; Maarten van Smeden; Karel G Moons; Krishnarajah Nirantharakumar; Jean-Baptiste Cazier; Alastair K Denniston; Ben Van Calster; Gary S Collins
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Developing a multivariable prediction model to support personalized selection among five major empirically-supported treatments for adult depression. Study protocol of a systematic review and individual participant data network meta-analysis
err2025-04-23
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errDriessen, Ellen; Efthimiou, Orestis; Wienicke, Frederik J.; Breunese, Jasmijn; Cuijpers, Pim; Debray, Thomas P. A.; Fisher, David J.; Fokkema, Marjolein; Furukawa, Toshiaki A.; Hollon, Steven D.; Mehta, Anuj H. P.; Riley, Richard D.; Schmidt, Madison R.; Twisk, Jos W. R.; Cohen, Zachary D.
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External validation of a prediction model for estimating fat mass in Arab children and adolescents
err2025-02-01
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errAl-Ati, Tareq; El Kari, Khalid; Nasreddine, Lara; Al-Kandari, Hessa; Riley, Richard D.; Whincup, Peter H.; Owen, Christopher G.; Hudda, Mohammed T.
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Monitoring for 5-aminosalicylate nephrotoxicity in adults with inflammatory bowel disease: prognostic model development and validation using data from the Clinical Practice Research Datalink
err2025-01-25
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errAbhishek, Abhishek; Nakafero, Georgina; Card, Tim; Taal, Maarten W.; Grainge, Matthew J.; Aithal, Guruprasad P.; Mallen, Christian D.; Stevenson, Matthew D.; Riley, Richard D.
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The Value of Clinical Prediction Models in General Practice: A Qualitative Study Exploring the Perspectives of People With Lived Experience of Depression and General Practitioners
err2024-12-18
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errMoriarty, Andrew S.; Castleton, Joanne; Mcmillan, Dean; Riley, Richard D.; Snell, Kym I. E.; Archer, Lucinda; Paton, Lewis W.; Gilbody, Simon; Chew-Graham, Carolyn A.
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Individual participant data meta-analysis to examine linear or non-linear treatment-covariate interactions at multiple time-points for a continuous outcome
err2024-09-16
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errHattle, Miriam; Ensor, Joie; Scandrett, Katie; van Middelkoop, Marienke; van der Windt, Danielle A.; Holden, Melanie A.; Riley, Richard D.
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Development and validation of a prognostic model to predict birth weight: individual participant data meta-analysis
err2024-08-14
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errAllotey, John; Archer, Lucinda; Snell, Kym I. E.; Coomar, Dyuti; Masse, Jacques; Sletner, Line; Wolf, Hans; Daskalakis, George; Saito, Shigeru; Ganzevoort, Wessel; Ohkuchi, Akihide; Mistry, Hema; Farrar, Diane; Mone, Fionnuala; Zhang, Jun; Seed, Paul T.; Teede, Helena; Da Silva Costa, Fabricio; Souka, Athena P.; Smuk, Melanie; Ferrazzani, Sergio; Salvi, Silvia; Prefumo, Federico; Gabbay-Benziv, Rinat; Nagata, Chie; Takeda, Satoru; Sequeira, Evan; Lapaire, Olav; Cecatti, Jose Guilherme; Morris, Rachel Katherine; Baschat, Ahmet A.; Salvesen, Kjell; Smits, Luc; Anggraini, Dewi; Rumbold, Alice; van Gelder, Marleen; Coomarasamy, Arri; Kingdom, John; Heinonen, Seppo; Khalil, Asma; Goffinet, Francois; Haqnawaz, Sadia; Zamora, Javier; Riley, Richard D.; Thangaratinam, Shakila
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