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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: sala e. 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.
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: sala e. Sci Rep. 2021 Feb 10;11(1):3499. doi: 10.1038/s41598-021-82760-w. Sci Rep. 2021. PMID: 33568735 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: sala e. 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.
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: sala e. 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.
Deep learning-based segmentation of multisite disease in ovarian cancer.
Buddenkotte T, Rundo L, Woitek R, Escudero Sanchez L, Beer L, Crispin-Ortuzar M, Etmann C, Mukherjee S, Bura V, McCague C, Sahin H, Pintican R, Zerunian M, Allajbeu I, Singh N, Sahdev A, Havrilesky L, Cohn DE, Bateman NW, Conrads TP, Darcy KM, Maxwell GL, Freymann JB, Öktem O, Brenton JD, Sala E, Schönlieb CB. Buddenkotte T, et al. Among authors: sala e. Eur Radiol Exp. 2023 Dec 7;7(1):77. doi: 10.1186/s41747-023-00388-z. Eur Radiol Exp. 2023. PMID: 38057616 Free PMC article.
Integrating Artificial Intelligence Tools in the Clinical Research Setting: The Ovarian Cancer Use Case.
Escudero Sanchez L, Buddenkotte T, Al Sa'd M, McCague C, Darcy J, Rundo L, Samoshkin A, Graves MJ, Hollamby V, Browne P, Crispin-Ortuzar M, Woitek R, Sala E, Schönlieb CB, Doran SJ, Öktem O. Escudero Sanchez L, et al. Among authors: sala e. Diagnostics (Basel). 2023 Aug 30;13(17):2813. doi: 10.3390/diagnostics13172813. Diagnostics (Basel). 2023. PMID: 37685352 Free PMC article.
853 results