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Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study.
Dou Q, So TY, Jiang M, Liu Q, Vardhanabhuti V, Kaissis G, Li Z, Si W, Lee HHC, Yu K, Feng Z, Dong L, Burian E, Jungmann F, Braren R, Makowski M, Kainz B, Rueckert D, Glocker B, Yu SCH, Heng PA. Dou Q, et al. Among authors: glocker b. NPJ Digit Med. 2021 Mar 29;4(1):60. doi: 10.1038/s41746-021-00431-6. NPJ Digit Med. 2021. PMID: 33782526 Free PMC article.
Fully automatic, multiorgan segmentation in normal whole body magnetic resonance imaging (MRI), using classification forests (CFs), convolutional neural networks (CNNs), and a multi-atlas (MA) approach.
Lavdas I, Glocker B, Kamnitsas K, Rueckert D, Mair H, Sandhu A, Taylor SA, Aboagye EO, Rockall AG. Lavdas I, et al. Among authors: glocker b. Med Phys. 2017 Oct;44(10):5210-5220. doi: 10.1002/mp.12492. Epub 2017 Aug 31. Med Phys. 2017. PMID: 28756622 Free article.
A flexible graphical model for multi-modal parcellation of the cortex.
Parisot S, Glocker B, Ktena SI, Arslan S, Schirmer MD, Rueckert D. Parisot S, et al. Among authors: glocker b. Neuroimage. 2017 Nov 15;162:226-248. doi: 10.1016/j.neuroimage.2017.09.005. Epub 2017 Sep 6. Neuroimage. 2017. PMID: 28889005 Free PMC article.
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks.
Bai W, Sinclair M, Tarroni G, Oktay O, Rajchl M, Vaillant G, Lee AM, Aung N, Lukaschuk E, Sanghvi MM, Zemrak F, Fung K, Paiva JM, Carapella V, Kim YJ, Suzuki H, Kainz B, Matthews PM, Petersen SE, Piechnik SK, Neubauer S, Glocker B, Rueckert D. Bai W, et al. Among authors: glocker b. J Cardiovasc Magn Reson. 2018 Sep 14;20(1):65. doi: 10.1186/s12968-018-0471-x. J Cardiovasc Magn Reson. 2018. PMID: 30217194 Free PMC article.
Evaluating reinforcement learning agents for anatomical landmark detection.
Alansary A, Oktay O, Li Y, Folgoc LL, Hou B, Vaillant G, Kamnitsas K, Vlontzos A, Glocker B, Kainz B, Rueckert D. Alansary A, et al. Among authors: glocker b. Med Image Anal. 2019 Apr;53:156-164. doi: 10.1016/j.media.2019.02.007. Epub 2019 Feb 14. Med Image Anal. 2019. PMID: 30784956 Free PMC article.
190 results