Publications

Robert A Fletcher, Patrick Rockenschaub, Brendon L Neuen, Isabel Johanna Walter, Nathalie Conrad, Mehrdad A Mizani, Thomas Bolton, Claire A Lawson, Christopher Tomlinson, Stelios Boulitsakis Logothetis, Carmen Petitjean, Luigi Filippo Brizzi, Stephen Kaptoge, Elena Raffetti, Patrick A Calvert, Emanuele Di Angelantonio, Amitava Banerjee, Mamas A Mamas, Iain Squire, Spiros Denaxas, Theresa A McDonagh, Cathie Sudlow, Steffen E Petersen, Glenn M Chertow, Kamlesh Khunti, Johan Sundström, Clare Arnott, John G F Cleland, John Danesh, John J V McMurray, Muthiah Vaduganathan, Angela M Wood, CVD-COVID-UK/COVID-IMPACT Consortium (2024). Contemporary epidemiology of hospitalised heart failure with reduced versus preserved ejection fraction in England: a retrospective, cohort study of whole-population electronic health records. Lancet Public Health.

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Patrick Rockenschaub, A Hilbert, Tabea Kossen, Paul Elbers, Falk von Dincklage, V Madai, D Frey (2024). The impact of multi-institution datasets on the generalizability of machine learning prediction models in the ICU. Crit. Care Med..

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P Rockenschaub, Zhicong Xian, Alireza Zamanian, Marta Piperno, Octavia-Andreea Ciora, E Pachl, Narges Ahmidi (2024). Robust prediction under missingness shifts. arXiv [stat.ML].

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A Aryee, P Rockenschaub, John Robson, Zaheer Ahmed, C Nic Fhogartaigh, David Ball, A Hayward, L Shallcross (2023). Assessing the impact of discordant antibiotic treatment on adverse outcomes in community-onset UTI: a retrospective cohort study. J. Antimicrob. Chemother..

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Robert A Fletcher, Niels Jongs, Glenn M Chertow, John J V McMurray, Clare Arnott, Meg J Jardine, Kenneth W Mahaffey, Vlado Perkovic, Patrick Rockenschaub, Peter Rossing, Ricardo Correa-Rotter, Robert D Toto, Muthiah Vaduganathan, David C Wheeler, Hiddo J L Heerspink, Brendon L Neuen (2023). Effect of SGLT2 Inhibitors on Discontinuation of Renin–angiotensin System Blockade: A Joint Analysis of the CREDENCE and DAPA-CKD Trials. Journal of the American Society of Nephrology.

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Patrick Rockenschaub, Ela Marie Akay, Benjamin Gregory Carlisle, Adam Hilbert, Falk Meyer-Eschenbach, Anatol-Fiete Näher, Dietmar Frey, Vince Istvan Madai (2023). Generalisability of AI-based scoring systems in the ICU: a systematic review and meta-analysis. medRxiv.

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Robert A Fletcher, Clare Arnott, Patrick Rockenschaub, Aletta E Schutte, Lewis Carpenter, Muthiah Vaduganathan, Rajiv Agarwal, George Bakris, Tara I Chang, Hiddo J L Heerspink, Meg J Jardine, Kenneth W Mahaffey, Bruce Neal, Carol Pollock, Min Jun, Anthony Rodgers, Vlado Perkovic, Brendon L Neuen (2023). Canagliflozin, blood pressure variability, and risk of cardiovascular, kidney, and mortality outcomes: Pooled individual participant data from the CANVAS and CREDENCE trials. J. Am. Heart Assoc..

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Patrick Rockenschaub, Martin J Gill, Dave McNulty, Orlagh Carroll, Nick Freemantle, Laura Shallcross (2023). Can the application of machine learning to electronic health records guide antibiotic prescribing decisions for suspected urinary tract infection in the Emergency Department?. PLOS Digit. Health.

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Robin van de Water, Hendrik Schmidt, Paul Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub (2023). Yet Another ICU benchmark: A flexible multi-center framework for clinical ML. arXiv [cs.LG].

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A Aryee, P Rockenschaub, J Robson, Marian Priebe, Zaheer Ahmed, C N Fhogartaigh, David Ball, A Hayward, L Shallcross (2023). Hospital admission after primary care consultation for community-onset lower urinary tract infection: a cohort study of risks and predictors using linked data. The British Journal of General Practice.

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