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Author Correction: A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images.
Wang G, Liu X, Shen J, Wang C, Li Z, Ye L, Wu X, Chen T, Wang K, Zhang X, Zhou Z, Yang J, Sang Y, Deng R, Liang W, Yu T, Gao M, Wang J, Yang Z, Cai H, Lu G, Zhang L, Yang L, Xu W, Wang W, Olvera A, Ziyar I, Zhang C, Li O, Liao W, Liu J, Chen W, Chen W, Shi J, Zheng L, Zhang L, Yan Z, Zou X, Lin G, Cao G, Lau LL, Mo L, Liang Y, Roberts M, Sala E, Schönlieb CB, Fok M, Lau JY, Xu T, He J, Zhang K, Li W, Lin T. Wang G, et al. Among authors: roberts m. Nat Biomed Eng. 2021 Aug;5(8):943. doi: 10.1038/s41551-021-00787-w. Nat Biomed Eng. 2021. PMID: 34326489 Free PMC article. No abstract available.
Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events.
Le EPV, Rundo L, Tarkin JM, Evans NR, Chowdhury MM, Coughlin PA, Pavey H, Wall C, Zaccagna F, Gallagher FA, Huang Y, Sriranjan R, Le A, Weir-McCall JR, Roberts M, Gilbert FJ, Warburton EA, Schönlieb CB, Sala E, Rudd JHF. Le EPV, et al. Among authors: roberts m. Sci Rep. 2021 Feb 10;11(1):3499. doi: 10.1038/s41598-021-82760-w. Sci Rep. 2021. PMID: 33568735 Free PMC article.
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images.
Wang G, Liu X, Shen J, Wang C, Li Z, Ye L, Wu X, Chen T, Wang K, Zhang X, Zhou Z, Yang J, Sang Y, Deng R, Liang W, Yu T, Gao M, Wang J, Yang Z, Cai H, Lu G, Zhang L, Yang L, Xu W, Wang W, Olvera A, Ziyar I, Zhang C, Li O, Liao W, Liu J, Chen W, Chen W, Shi J, Zheng L, Zhang L, Yan Z, Zou X, Lin G, Cao G, Lau LL, Mo L, Liang Y, Roberts M, Sala E, Schönlieb CB, Fok M, Lau JY, Xu T, He J, Zhang K, Li W, Lin T. Wang G, et al. Among authors: roberts m. Nat Biomed Eng. 2021 Jun;5(6):509-521. doi: 10.1038/s41551-021-00704-1. Epub 2021 Apr 15. Nat Biomed Eng. 2021. PMID: 33859385 Free PMC article.
Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise.
Driggs D, Selby I, Roberts M, Gkrania-Klotsas E, Rudd JHF, Yang G, Babar J, Sala E, Schönlieb CB; AIX-COVNET collaboration. Driggs D, et al. Among authors: roberts m. Radiol Artif Intell. 2021 Mar 24;3(4):e210011. doi: 10.1148/ryai.2021210011. eCollection 2021 Jul. Radiol Artif Intell. 2021. PMID: 34240059 Free PMC article. No abstract available.
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, Escudero Sanchez L, Sala E, Rubin D, Weller A, Lasenby J, Zheng C, Wang J, Li Z, Schönlieb CB, Xia T. Bai X, et al. Among authors: roberts m. ArXiv [Preprint]. 2021 Nov 18:arXiv:2111.09461v1. ArXiv. 2021. Update in: Nat Mach Intell. 2022;4(4):413. doi: 10.1038/s42256-022-00485-5 PMID: 34815983 Free PMC article. Updated. Preprint.
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: roberts m. Front Immunol. 2023 Sep 25;14:1228812. doi: 10.3389/fimmu.2023.1228812. eCollection 2023. Front Immunol. 2023. PMID: 37818359 Free PMC article. Review.
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: roberts m. 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.
A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data.
Breger A, Selby I, Roberts M, Babar J, Gkrania-Klotsas E, Preller J, Escudero Sánchez L; AIX-COVNET Collaboration; Rudd JHF, Aston JAD, Weir-McCall JR, Sala E, Schönlieb CB. Breger A, et al. Among authors: roberts m. Sci Data. 2023 Jul 27;10(1):493. doi: 10.1038/s41597-023-02340-7. Sci Data. 2023. PMID: 37500661 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: roberts m. 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.
6,041 results