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Coronavirus disease 2019-related myocardial injury is associated with immune dysregulation in symptomatic patients with cardiac magnetic resonance imaging abnormalities.
Ćorović A, Zhao X, Huang Y, Newland SR, Gopalan D, Harrison J, Giakomidi D, Chen S, Yarkoni NS, Wall C, Peverelli M, Sriranjan R, Gallo A, Graves MJ, Sage A, Lyons PA, Sithole N, Bennett MR, Rudd JHF, Mallat Z, Zhao TX, Nus M, Tarkin JM. Ćorović A, et al. Among authors: rudd jhf. Cardiovasc Res. 2024 Nov 25;120(14):1752-1767. doi: 10.1093/cvr/cvae159. Cardiovasc Res. 2024. PMID: 39073768 Free PMC article.
Using machine learning to predict carotid artery symptoms from CT angiography: A radiomics and deep learning approach.
Le EPV, Wong MYZ, Rundo L, Tarkin JM, Evans NR, Weir-McCall JR, Chowdhury MM, Coughlin PA, Pavey H, Zaccagna F, Wall C, Sriranjan R, Corovic A, Huang Y, Warburton EA, Sala E, Roberts M, Schönlieb CB, Rudd JHF. Le EPV, et al. Among authors: rudd jhf. Eur J Radiol Open. 2024 Aug 31;13:100594. doi: 10.1016/j.ejro.2024.100594. eCollection 2024 Dec. Eur J Radiol Open. 2024. PMID: 39280120 Free PMC article.
Recent methodological advances in federated learning for healthcare.
Zhang F, Kreuter D, Chen Y, Dittmer S, Tull S, Shadbahr T; BloodCounts! consortium; Preller J, Rudd JHF, Aston JAD, Schönlieb CB, Gleadall N, Roberts M. Zhang F, et al. Among authors: rudd jhf. Patterns (N Y). 2024 Jun 14;5(6):101006. doi: 10.1016/j.patter.2024.101006. eCollection 2024 Jun 14. Patterns (N Y). 2024. PMID: 39005485 Free PMC article. Review.
Coronary Atherosclerotic Plaque Activity and Risk of Myocardial Infarction.
Wang KL, Balmforth C, Meah MN, Daghem M, Moss AJ, Tzolos E, Kwiecinski J, Molek-Dziadosz P, Craig N, Bularga A, Adamson PD, Dawson DK, Arumugam P, Sabharwal NK, Greenwood JP, Townend JN, Calvert PA, Rudd JHF, Verjans JW, Berman DS, Slomka PJ, Dey D, Mills NL, van Beek EJR, Williams MC, Dweck MR, Newby DE; PRE(18)FFIR Study Investigators. Wang KL, et al. Among authors: rudd jhf. J Am Coll Cardiol. 2024 Jun 4;83(22):2135-2144. doi: 10.1016/j.jacc.2024.03.419. J Am Coll Cardiol. 2024. PMID: 38811091
Computed tomography pericoronary adipose tissue density predicts coronary allograft vasculopathy and adverse clinical outcomes after cardiac transplantation.
Wall C, Weir-McCall J, Tweed K, Hoole SP, Gopalan D, Huang Y, Corovic A, Peverelli M, Dey D, Bennett MR, Rudd JHF, Kydd A, Bhagra S, Tarkin JM. Wall C, et al. Among authors: rudd jhf. Eur Heart J Cardiovasc Imaging. 2024 Jun 28;25(7):1018-1027. doi: 10.1093/ehjci/jeae069. Eur Heart J Cardiovasc Imaging. 2024. PMID: 38493483 Free PMC article.
Common methodological pitfalls in ICI pneumonitis risk prediction studies.
Chen YK, Welsh S, Pillay AM, Tannenwald B, Bliznashki K, Hutchison E, Aston JAD, Schönlieb CB, Rudd JHF, Jones J, Roberts M. Chen YK, et al. Among authors: rudd jhf. Front Immunol. 2023 Sep 25;14:1228812. doi: 10.3389/fimmu.2023.1228812. eCollection 2023. Front Immunol. 2023. PMID: 37818359 Free PMC article. Review.
The impact of imputation quality on machine learning classifiers for datasets with missing values.
Shadbahr T, Roberts M, Stanczuk J, Gilbey J, Teare P, Dittmer S, Thorpe M, Torné RV, Sala E, Lió P, Patel M, Preller J; AIX-COVNET Collaboration; Rudd JHF, Mirtti T, Rannikko AS, Aston JAD, Tang J, Schönlieb CB. Shadbahr T, et al. Among authors: rudd jhf. Commun Med (Lond). 2023 Oct 6;3(1):139. doi: 10.1038/s43856-023-00356-z. Commun Med (Lond). 2023. PMID: 37803172 Free PMC article.
154 results