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Deep learning to automate the labelling of head MRI datasets for computer vision applications.
Wood DA, Kafiabadi S, Al Busaidi A, Guilhem EL, Lynch J, Townend MK, Montvila A, Kiik M, Siddiqui J, Gadapa N, Benger MD, Mazumder A, Barker G, Ourselin S, Cole JH, Booth TC. Wood DA, et al. Among authors: townend mk. Eur Radiol. 2022 Jan;32(1):725-736. doi: 10.1007/s00330-021-08132-0. Epub 2021 Jul 20. Eur Radiol. 2022. PMID: 34286375 Free PMC article.
Accurate brain-age models for routine clinical MRI examinations.
Wood DA, Kafiabadi S, Busaidi AA, Guilhem E, Montvila A, Lynch J, Townend M, Agarwal S, Mazumder A, Barker GJ, Ourselin S, Cole JH, Booth TC. Wood DA, et al. Neuroimage. 2022 Apr 1;249:118871. doi: 10.1016/j.neuroimage.2022.118871. Epub 2022 Jan 5. Neuroimage. 2022. PMID: 34995797 Free article.
Deep learning models for triaging hospital head MRI examinations.
Wood DA, Kafiabadi S, Busaidi AA, Guilhem E, Montvila A, Lynch J, Townend M, Agarwal S, Mazumder A, Barker GJ, Ourselin S, Cole JH, Booth TC. Wood DA, et al. Med Image Anal. 2022 May;78:102391. doi: 10.1016/j.media.2022.102391. Epub 2022 Feb 12. Med Image Anal. 2022. PMID: 35183876 Free article.