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Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions.
Nan Y, Ser JD, Walsh S, Schönlieb C, Roberts M, Selby I, Howard K, Owen J, Neville J, Guiot J, Ernst B, Pastor A, Alberich-Bayarri A, Menzel MI, Walsh S, Vos W, Flerin N, Charbonnier JP, van Rikxoort E, Chatterjee A, Woodruff H, Lambin P, Cerdá-Alberich L, Martí-Bonmatí L, Herrera F, Yang G. Nan Y, et al. Among authors: schonlieb c. Inf Fusion. 2022 Jun;82:99-122. doi: 10.1016/j.inffus.2022.01.001. Inf Fusion. 2022. PMID: 35664012 Free PMC article.
Erratum: Author Correction: Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
Bai X, Wang H, Ma L, Xu Y, Gan J, Fan Z, Yang F, Ma K, Yang J, Bai S, Shu C, Zou X, Huang R, Zhang C, Liu X, Tu D, Xu C, Zhang W, Wang X, Chen A, Zeng Y, Yang D, Wang MW, Holalkere N, Halin NJ, Kamel IR, Wu J, Peng X, Wang X, Shao J, Mongkolwat P, Zhang J, Liu W, Roberts M, Teng Z, Beer L, Sanchez LE, Sala E, Rubin DL, Weller A, Lasenby J, Zheng C, Wang J, Li Z, Schönlieb C, Xia T. Bai X, et al. Among authors: schonlieb c. Nat Mach Intell. 2022;4(4):413. doi: 10.1038/s42256-022-00485-5. Epub 2022 Apr 8. Nat Mach Intell. 2022. PMID: 37520117 Free PMC article.
Source-detector trajectory optimization for FOV extension in dental CBCT imaging.
Islam SMRS, Biguri A, Landi C, Di Domenico G, Schneider B, Grün P, Sarti C, Woitek R, Delmiglio A, Schönlieb CB, Turhani D, Kronreif G, Birkfellner W, Hatamikia S. Islam SMRS, et al. Among authors: schonlieb cb. Comput Struct Biotechnol J. 2024 Nov 8;24:679-689. doi: 10.1016/j.csbj.2024.11.010. eCollection 2024 Dec. Comput Struct Biotechnol J. 2024. PMID: 39610702 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: schonlieb cb. 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.
Riemannian geometry for efficient analysis of protein dynamics data.
Diepeveen W, Esteve-Yagüe C, Lellmann J, Öktem O, Schönlieb CB. Diepeveen W, et al. Among authors: schonlieb cb. Proc Natl Acad Sci U S A. 2024 Aug 13;121(33):e2318951121. doi: 10.1073/pnas.2318951121. Epub 2024 Aug 9. Proc Natl Acad Sci U S A. 2024. PMID: 39121160 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: schonlieb cb. 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.
Can physics-informed neural networks beat the finite element method?
Grossmann TG, Komorowska UJ, Latz J, Schönlieb CB. Grossmann TG, et al. Among authors: schonlieb cb. IMA J Appl Math. 2024 May 23;89(1):143-174. doi: 10.1093/imamat/hxae011. eCollection 2024 Jan. IMA J Appl Math. 2024. PMID: 38933736 Free PMC article.
78 results