Liu P, Sawhney S, Heide-Jørgensen U, Quinn RR, Jensen SK, Mclean A, Christiansen CF, Gerds TA, Ravani P. Predicting the risks of kidney failure and death in adults with moderate to severe chronic kidney disease: multinational, longitudinal, population based, cohort study. bmj. 2024 Apr 15;385. link
Li Y, Sperrin M, Ashcroft DM, Van Staa TP. Consistency of variety of machine learning and statistical models in predicting clinical risks of individual patients: longitudinal cohort study using cardiovascular disease as exemplar. bmj. 2020 Nov 4;371. link
Clift AK, Dodwell D, Lord S, Petrou S, Brady M, Collins GS, Hippisley-Cox J. Development and internal-external validation of statistical and machine learning models for breast cancer prognostication: cohort study. bmj. 2023 May 10;381. link
Jeevan R, Cromwell DA, Trivella M, Lawrence G, Kearins O, Pereira J, Sheppard C, Caddy CM, Van Der Meulen JH. Reoperation rates after breast conserving surgery for breast cancer among women in England: retrospective study of hospital episode statistics. Bmj. 2012 Jul 12;345. link
Campbell MJ, Jacques RM, Fotheringham J, Maheswaran R, Nicholl J. Developing a summary hospital mortality index: retrospective analysis in English hospitals over five years. Bmj. 2012 Mar 1;344. link
Shelton J, Zotow E, Smith L, Johnson SA, Thomson CS, Ahmad A, Murdock L, Nagarwalla D, Forman D. 25 year trends in cancer incidence and mortality among adults aged 35-69 years in the UK, 1993-2018: retrospective secondary analysis. bmj. 2024 Mar 13;384. link
Chung SC, Sundström J, Gale CP, James S, Deanfield J, Wallentin L, Timmis A, Jernberg T, Hemingway H. Comparison of hospital variation in acute myocardial infarction care and outcome between Sweden and United Kingdom: population based cohort study using nationwide clinical registries. Bmj. 2015 Aug 7;351. link
Ray JG, Huang T, Meschino WS, Cohen E, Park AL. Prenatal biochemical screening and long term risk of maternal cardiovascular disease: population based cohort study. bmj. 2018 Jul 11;362. link
Taylor CJ, Ordóñez-Mena JM, Roalfe AK, Lay-Flurrie S, Jones NR, Marshall T, Hobbs FR. Trends in survival after a diagnosis of heart failure in the United Kingdom 2000-2017: population based cohort study. bmj. 2019 Feb 13;364. link
Agniel D, Kohane IS, Weber GM. Biases in electronic health record data due to processes within the healthcare system: retrospective observational study. Bmj. 2018 Apr 30;361. link
Marafino BJ, Escobar GJ, Baiocchi MT, Liu VX, Plimier CC, Schuler A. Evaluation of an intervention targeted with predictive analytics to prevent readmissions in an integrated health system: observational study. bmj. 2021 Aug 11;374. link
Tangari G, Ikram M, Ijaz K, Kaafar MA, Berkovsky S. Mobile health and privacy: cross sectional study. bmj. 2021 Jun 17;373. link
Sun Y, Milando CW, Spangler KR, Wei Y, Schwartz J, Dominici F, Nori-Sarma A, Sun S, Wellenius GA. Short term exposure to low level ambient fine particulate matter and natural cause, cardiovascular, and respiratory morbidity among US adults with health insurance: case time series study. bmj. 2024 Feb 21;384. link
Wei Y, Feng Y, Yazdi MD, Yin K, Castro E, Shtein A, Qiu X, Peralta AA, Coull BA, Dominici F, Schwartz JD. Exposure-response associations between chronic exposure to fine particulate matter and risks of hospital admission for major cardiovascular diseases: population based cohort study. bmj. 2024 Feb 21;384. link
Kamran F, Tang S, Otles E, McEvoy DS, Saleh SN, Gong J, Li BY, Dutta S, Liu X, Medford RJ, Valley TS. Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study. bmj. 2022 Feb 17;376. link
GBD 2019 Ageing Collaborators. Global, regional, and national burden of diseases and injuries for adults 70 years and older: systematic analysis for the Global Burden of Disease 2019 Study. bmj. 2022 Mar 10;376. link
Briggs SE, Law P, East JE, Wordsworth S, Dunlop M, Houlston R, Hippisley-Cox J, Tomlinson I. Integrating genome-wide polygenic risk scores and non-genetic risk to predict colorectal cancer diagnosis using UK Biobank data: population based cohort study. bmj. 2022 Nov 9;379. link
Lee KK, Doudesis D, Anwar M, Astengo F, Chenevier-Gobeaux C, Claessens YE, Wussler D, Kozhuharov N, Strebel I, Sabti Z, Defilippi C. Development and validation of a decision support tool for the diagnosis of acute heart failure: systematic review, meta-analysis, and modelling study. bmj. 2022 Jun 13;377. link
Taylor C, McGale P, Probert J, Broggio J, Charman J, Darby SC, Kerr AJ, Whelan T, Cutter DJ, Mannu G, Dodwell D. Breast cancer mortality in 500 000 women with early invasive breast cancer diagnosed in England, 1993-2015: population based observational cohort study. Bmj. 2023 Jun 13;381. link
Collins GS, Dhiman P, Ma J, Schlussel MM, Archer L, Van Calster B, Harrell FE, Martin GP, Moons KG, Van Smeden M, Sperrin M. Evaluation of clinical prediction models (part 1): from development to external validation. bmj. 2024 Jan 8;384. link
Riley RD, Archer L, Snell KI, Ensor J, Dhiman P, Martin GP, Bonnett LJ, Collins GS. Evaluation of clinical prediction models (part 2): how to undertake an external validation study. bmj. 2024 Jan 15;384. link
Riley RD, Snell KI, Archer L, Ensor J, Debray TP, Van Calster B, Van Smeden M, Collins GS. Evaluation of clinical prediction models (part 3): calculating the sample size required for an external validation study. bmj. 2024 Jan 22;384. link
Knight SR, Ho A, Pius R, Buchan I, Carson G, Drake TM, Dunning J, Fairfield CJ, Gamble C, Green CA, Gupta R. Risk stratification of patients admitted to hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: development and validation of the 4C Mortality Score. bmj. 2020 Sep 9;370. link
Yang Z, Huang W, McKenzie JE, Xu R, Yu P, Ye T, Wen B, Gasparrini A, Armstrong B, Tong S, Lavigne E. Mortality risks associated with floods in 761 communities worldwide: time series study. bmj. 2023 Oct 4;383. link
Shelmerdine SC, Martin H, Shirodkar K, Shamshuddin S, Weir-McCall JR. Can artificial intelligence pass the Fellowship of the Royal College of Radiologists examination? Multi-reader diagnostic accuracy study. bmj. 2022 Dec 21;379. link