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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: barker g. 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.
Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium.
Shuaib H, Barker GJ, Sasieni P, De Vita E, Chelliah A, Andrei R, Ashkan K, Beaumont E, Brazil L, Rowland-Hill C, Lau YH, Luis A, Powell J, Swampillai A, Tenant S, Thust SC, Wastling S, Young T, Booth TC; ZGBM consortium. Shuaib H, et al. Br J Radiol. 2023 Jan 1;96(1141):20220206. doi: 10.1259/bjr.20220206. Epub 2022 Nov 1. Br J Radiol. 2023. PMID: 35616700 Free PMC article.
Optimising brain age estimation through transfer learning: A suite of pre-trained foundation models for improved performance and generalisability in a clinical setting.
Wood DA, Townend M, Guilhem E, Kafiabadi S, Hammam A, Wei Y, Al Busaidi A, Mazumder A, Sasieni P, Barker GJ, Ourselin S, Cole JH, Booth TC. Wood DA, et al. Among authors: barker gj. Hum Brain Mapp. 2024 Mar;45(4):e26625. doi: 10.1002/hbm.26625. Hum Brain Mapp. 2024. PMID: 38433665 Free PMC article.
A longitudinal study of diffusion tensor MRI in ALS.
Blain CR, Williams VC, Johnston C, Stanton BR, Ganesalingam J, Jarosz JM, Jones DK, Barker GJ, Williams SC, Leigh NP, Simmons A. Blain CR, et al. Amyotroph Lateral Scler. 2007 Dec;8(6):348-55. doi: 10.1080/17482960701548139. Epub 2007 Oct 8. Amyotroph Lateral Scler. 2007. PMID: 17924235
Segmentation of the thalamus in MRI based on T1 and T2.
Traynor CR, Barker GJ, Crum WR, Williams SC, Richardson MP. Traynor CR, et al. Neuroimage. 2011 Jun 1;56(3):939-50. doi: 10.1016/j.neuroimage.2011.01.083. Epub 2011 Feb 17. Neuroimage. 2011. PMID: 21310246
Brain and cord myelin water imaging: a progressive multiple sclerosis biomarker.
Kolind S, Seddigh A, Combes A, Russell-Schulz B, Tam R, Yogendrakumar V, Deoni S, Sibtain NA, Traboulsee A, Williams SC, Barker GJ, Brex PA. Kolind S, et al. Neuroimage Clin. 2015 Oct 3;9:574-80. doi: 10.1016/j.nicl.2015.10.002. eCollection 2015. Neuroimage Clin. 2015. PMID: 26594633 Free PMC article.
1,283 results